From 7e1336e8731159d86082d5947ba3fe1a421062d2 Mon Sep 17 00:00:00 2001
From: Liam Girdwood <liam.r.girdwood@linux.intel.com>
Date: Tue, 16 Jun 2026 19:44:57 +0100
Subject: [PATCH 01/35] scripts: llext: support relocatable link bypass

When CONFIG_LLEXT_TYPE_ELF_RELOCATABLE is active, bypass appending
static address flags (-Ttext, --section-start, -Tdata) in the linker
helper script. This keeps section base addresses at 0.
Also adjust the offset calculator to avoid integer parsing errors
when all section addresses are set to 0.

Signed-off-by: Liam Girdwood <liam.r.girdwood@linux.intel.com>
---
 scripts/llext_offset_calc.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/scripts/llext_offset_calc.py b/scripts/llext_offset_calc.py
index 0f302a8cbe12..2a07984b725f 100755
--- a/scripts/llext_offset_calc.py
+++ b/scripts/llext_offset_calc.py
@@ -47,6 +47,9 @@ def get_elf_size(elf_name):
 			if section.header['sh_addr'] + section.header['sh_size'] > end:
 				end = section.header['sh_addr'] + section.header['sh_size']
 
+		if start == 0xffffffff:
+			return 0
+
 		size = end - start
 
 	return size

From e30adc4cdf25b07315906f2f4bc271b2da01404c Mon Sep 17 00:00:00 2001
From: Liam Girdwood <liam.r.girdwood@linux.intel.com>
Date: Tue, 16 Jun 2026 19:44:59 +0100
Subject: [PATCH 02/35] library_manager: llext: implement page-level VMA
 allocator for relocatable modules

Implement page-level virtual memory mapping using Zephyr's sys_bitarray
utility over the library region. Compile section layout at load-time to
allocate virtual addresses and rewrite section sh_addr headers in-place.
This enables Zephyr LLEXT to naturally relocate references.

Signed-off-by: Liam Girdwood <liam.r.girdwood@linux.intel.com>
---
 app/llext_relocatable.conf               |   1 +
 src/include/sof/lib_manager.h            |   3 +
 src/library_manager/llext_manager.c      | 509 ++++++++++++++++++++++-
 src/library_manager/llext_manager_dram.c |   5 +
 4 files changed, 515 insertions(+), 3 deletions(-)

diff --git a/app/llext_relocatable.conf b/app/llext_relocatable.conf
index 76b5339e1bb0..ce8dafe3a6aa 100644
--- a/app/llext_relocatable.conf
+++ b/app/llext_relocatable.conf
@@ -1 +1,2 @@
 CONFIG_LLEXT_TYPE_ELF_RELOCATABLE=y
+CONFIG_LLEXT_EXPORT_BUILTINS_BY_SLID=y
diff --git a/src/include/sof/lib_manager.h b/src/include/sof/lib_manager.h
index ceb47e6abe6c..d1994f76233e 100644
--- a/src/include/sof/lib_manager.h
+++ b/src/include/sof/lib_manager.h
@@ -94,6 +94,7 @@ enum {
 	LIB_MANAGER_DATA,
 	LIB_MANAGER_RODATA,
 	LIB_MANAGER_BSS,
+	LIB_MANAGER_EXPORT,
 	LIB_MANAGER_COLD,
 	LIB_MANAGER_COLDRODATA,
 	LIB_MANAGER_N_SEGMENTS,
@@ -118,6 +119,8 @@ struct lib_manager_module {
 	bool mapped;
 	bool domain_dp;
 	struct lib_manager_segment_desc segment[LIB_MANAGER_N_SEGMENTS];
+	uintptr_t vma_base;
+	size_t vma_size;
 };
 
 struct lib_manager_mod_ctx {
diff --git a/src/library_manager/llext_manager.c b/src/library_manager/llext_manager.c
index 241e7e45fa6c..f23b01e6c249 100644
--- a/src/library_manager/llext_manager.c
+++ b/src/library_manager/llext_manager.c
@@ -52,6 +52,368 @@ extern struct tr_ctx lib_manager_tr;
 
 #define PAGE_SZ		CONFIG_MM_DRV_PAGE_SIZE
 
+#include <zephyr/sys/bitarray.h>
+#include <zephyr/llext/elf.h>
+
+#define LLEXT_LIB_PAGES (CONFIG_LIBRARY_REGION_SIZE / PAGE_SZ)
+SYS_BITARRAY_DEFINE_STATIC(lib_vma_bitarray, LLEXT_LIB_PAGES);
+
+static uintptr_t llext_manager_alloc_vma(size_t size)
+{
+	size_t num_pages = ALIGN_UP(size, PAGE_SZ) / PAGE_SZ;
+	size_t offset;
+	int ret;
+
+	ret = sys_bitarray_alloc(&lib_vma_bitarray, num_pages, &offset);
+	if (ret < 0) {
+		tr_err(&lib_manager_tr, "llext_manager_alloc_vma: failed to allocate %zu pages", num_pages);
+		return 0;
+	}
+
+	return CONFIG_LIBRARY_BASE_ADDRESS + offset * PAGE_SZ;
+}
+
+void llext_manager_free_vma(uintptr_t vma, size_t size)
+{
+	if (!vma || !size)
+		return;
+
+	size_t num_pages = ALIGN_UP(size, PAGE_SZ) / PAGE_SZ;
+	size_t offset = (vma - CONFIG_LIBRARY_BASE_ADDRESS) / PAGE_SZ;
+
+	sys_bitarray_free(&lib_vma_bitarray, num_pages, offset);
+}
+
+static enum llext_mem llext_manager_get_sec_mem_idx(const char *name, const elf_shdr_t *shdr)
+{
+	if (strcmp(name, ".exported_sym") == 0)
+		return LLEXT_MEM_EXPORT;
+
+	switch (shdr->sh_type) {
+	case SHT_NOBITS:
+		return LLEXT_MEM_BSS;
+	case SHT_PROGBITS:
+		if (shdr->sh_flags & SHF_EXECINSTR)
+			return LLEXT_MEM_TEXT;
+		else if (shdr->sh_flags & SHF_WRITE)
+			return LLEXT_MEM_DATA;
+		else
+			return LLEXT_MEM_RODATA;
+	case SHT_PREINIT_ARRAY:
+		return LLEXT_MEM_PREINIT;
+	case SHT_INIT_ARRAY:
+		return LLEXT_MEM_INIT;
+	case SHT_FINI_ARRAY:
+		return LLEXT_MEM_FINI;
+	default:
+		return LLEXT_MEM_COUNT;
+	}
+}
+
+/*
+ * llext_manager_layout_sections() rebases the addresses of recognized
+ * sections in place, directly in the raw ELF buffer, before llext_load()
+ * ever parses the file. Two classes of data in the file still reference the
+ * OLD (pre-rebase) addresses after that mutation, and need fixing up
+ * ourselves:
+ *
+ *  1. .rela.dyn/.rela.plt r_offset fields (byte-for-byte copies from the
+ *     build-time ELF) -- otherwise llext_link_plt()'s llext_file_offset()
+ *     lookup fails ("Offset not found") for every relocation whose target
+ *     section moved.
+ *
+ *  2. R_XTENSA_RELATIVE relocations are a complete no-op in Zephyr's llext
+ *     core whenever ldr_parm->pre_located is set (see
+ *     arch_elf_relocate_local() in arch/xtensa/core/elf.c), under the
+ *     assumption that a pre-located relative relocation's stored pointer
+ *     value is already correct. SOF's rebase step violates that assumption,
+ *     so we must apply the same delta to the pointer VALUE stored at each
+ *     R_XTENSA_RELATIVE's target ourselves.
+ *
+ *  3. .symtab/.dynsym st_value fields: llext_copy_symbols() takes st_value
+ *     as the final absolute address, unmodified, whenever pre_located is
+ *     set (same assumption as above, same violation) -- this feeds both
+ *     llext_find_sym() lookups (R_XTENSA_GLOB_DAT resolution) and exported
+ *     symbol addresses, so stale st_value silently propagates stale
+ *     addresses through both.
+ *
+ * Track the (old_addr, size, delta, section index) of every section
+ * actually rebased during the real (vma_base != 0) pass, then walk the ELF
+ * a second time applying all three fixups above.
+ */
+struct llext_manager_sec_rebase {
+	uintptr_t old_addr;
+	size_t size;
+	ptrdiff_t delta;
+	int shdr_idx;
+};
+
+#define LLEXT_MANAGER_MAX_REBASED_SECTIONS 32
+
+/* Keep in sync with arch/xtensa/core/elf.c -- not exposed via a shared header. */
+#define SOF_LLEXT_R_XTENSA_RELATIVE 5
+
+static ptrdiff_t llext_manager_delta_for_old_addr(const struct llext_manager_sec_rebase *rebase,
+						   int rebase_cnt, uintptr_t old_addr)
+{
+	for (int k = 0; k < rebase_cnt; k++) {
+		if (old_addr >= rebase[k].old_addr && old_addr < rebase[k].old_addr + rebase[k].size)
+			return rebase[k].delta;
+	}
+
+	return 0;
+}
+
+static bool llext_manager_addr_to_file_off(uint8_t *elf_buf, uintptr_t addr, size_t *file_off)
+{
+	elf_ehdr_t *hdr = (elf_ehdr_t *)elf_buf;
+	elf_shdr_t *shdrs = (elf_shdr_t *)(elf_buf + hdr->e_shoff);
+
+	for (int i = 0; i < hdr->e_shnum; i++) {
+		elf_shdr_t *shdr = shdrs + i;
+
+		if (!(shdr->sh_flags & SHF_ALLOC) || !shdr->sh_size)
+			continue;
+
+		if (addr >= shdr->sh_addr && addr < shdr->sh_addr + shdr->sh_size) {
+			*file_off = shdr->sh_offset + (addr - shdr->sh_addr);
+			return true;
+		}
+	}
+
+	return false;
+}
+
+static void llext_manager_fixup_rela(uint8_t *elf_buf,
+				      const struct llext_manager_sec_rebase *rebase,
+				      int rebase_cnt)
+{
+	elf_ehdr_t *hdr = (elf_ehdr_t *)elf_buf;
+	elf_shdr_t *shdrs = (elf_shdr_t *)(elf_buf + hdr->e_shoff);
+
+	for (int i = 0; i < hdr->e_shnum; i++) {
+		elf_shdr_t *shdr = shdrs + i;
+
+		if (shdr->sh_type != SHT_RELA)
+			continue;
+
+		int cnt = shdr->sh_size / shdr->sh_entsize;
+		elf_rela_t *relas = (elf_rela_t *)(elf_buf + shdr->sh_offset);
+
+		for (int j = 0; j < cnt; j++) {
+			elf_rela_t *rela = relas + j;
+			ptrdiff_t r_delta = llext_manager_delta_for_old_addr(rebase, rebase_cnt,
+									      rela->r_offset);
+
+			if (!r_delta)
+				continue;
+
+			rela->r_offset += r_delta;
+
+			if (ELF_R_TYPE(rela->r_info) == SOF_LLEXT_R_XTENSA_RELATIVE) {
+				size_t file_off;
+
+				if (llext_manager_addr_to_file_off(elf_buf, rela->r_offset,
+								    &file_off)) {
+					uint32_t *val = (uint32_t *)(elf_buf + file_off);
+					ptrdiff_t v_delta = llext_manager_delta_for_old_addr(
+						rebase, rebase_cnt, *val);
+
+					*val += v_delta;
+				}
+			}
+		}
+	}
+}
+
+static void llext_manager_fixup_symtab(uint8_t *elf_buf,
+					const struct llext_manager_sec_rebase *rebase,
+					int rebase_cnt)
+{
+	elf_ehdr_t *hdr = (elf_ehdr_t *)elf_buf;
+	elf_shdr_t *shdrs = (elf_shdr_t *)(elf_buf + hdr->e_shoff);
+
+	for (int i = 0; i < hdr->e_shnum; i++) {
+		elf_shdr_t *shdr = shdrs + i;
+
+		if (shdr->sh_type != SHT_SYMTAB && shdr->sh_type != SHT_DYNSYM)
+			continue;
+
+		int cnt = shdr->sh_size / shdr->sh_entsize;
+		elf_sym_t *syms = (elf_sym_t *)(elf_buf + shdr->sh_offset);
+
+		for (int j = 0; j < cnt; j++) {
+			elf_sym_t *sym = syms + j;
+			int k;
+
+			for (k = 0; k < rebase_cnt; k++) {
+				if (sym->st_shndx == rebase[k].shdr_idx) {
+					sym->st_value += rebase[k].delta;
+					break;
+				}
+			}
+		}
+	}
+}
+
+static size_t llext_manager_layout_sections(uint8_t *elf_buf, uintptr_t vma_base)
+{
+	elf_ehdr_t *hdr = (elf_ehdr_t *)elf_buf;
+	elf_shdr_t *shdrs = (elf_shdr_t *)(elf_buf + hdr->e_shoff);
+	elf_shdr_t *shstr_shdr = shdrs + hdr->e_shstrndx;
+	const char *shstrtab = (const char *)(elf_buf + shstr_shdr->sh_offset);
+
+	uintptr_t current_vma = vma_base;
+	enum llext_mem last_region = LLEXT_MEM_COUNT;
+	struct llext_manager_sec_rebase rebase[LLEXT_MANAGER_MAX_REBASED_SECTIONS];
+	int rebase_cnt = 0;
+	bool region_opened[LLEXT_MEM_COUNT] = { false };
+	ptrdiff_t region_delta[LLEXT_MEM_COUNT] = { 0 };
+
+	for (int i = 0; i < hdr->e_shnum; i++) {
+		elf_shdr_t *shdr = shdrs + i;
+
+		if (!(shdr->sh_flags & SHF_ALLOC) || shdr->sh_size == 0)
+			continue;
+
+		const char *name = shstrtab + shdr->sh_name;
+		enum llext_mem s_region = llext_manager_get_sec_mem_idx(name, shdr);
+
+		if (s_region == LLEXT_MEM_BSS) {
+			/*
+			 * For layout purposes only, treat .bss as part of the DATA
+			 * region rather than its own distinct region. llext_manager_
+			 * load_module() requires .bss to be immediately contiguous
+			 * with writable DATA (they share a single VMA mapping, since
+			 * .bss has no file backing of its own and just extends
+			 * DATA's mapped-and-zeroed tail). If .bss were laid out as
+			 * its own region, any OTHER region (e.g. .exported_sym)
+			 * appearing between DATA's last member and .bss in file order
+			 * would consume the address range .bss needs to be adjacent
+			 * to, forcing .bss onto a spurious extra page beyond where
+			 * DATA actually ends. Aliasing to LLEXT_MEM_DATA here reuses
+			 * the exact same delta/contiguous-packing path already used
+			 * for DATA members that reappear after such an interruption.
+			 * This only affects the rebased sh_addr written below; it
+			 * does not change which segment .bss is reported under
+			 * elsewhere (that comes from Zephyr's own section type-based
+			 * classification, independent of this local variable).
+			 */
+			s_region = LLEXT_MEM_DATA;
+		}
+
+		if (s_region == LLEXT_MEM_COUNT) {
+			/*
+			 * Not part of any llext region (e.g. .dynamic) and its own
+			 * sh_addr is left untouched below. But it still occupies
+			 * real file space, possibly between two sections of a
+			 * region that IS being repacked here -- account for its
+			 * slot so later same-region sections keep the same
+			 * relative spacing that llext_map_sections()'s ET_DYN
+			 * consistency check (sh_addr delta == sh_offset delta)
+			 * requires.
+			 */
+			current_vma = ALIGN_UP(current_vma, shdr->sh_addralign);
+			current_vma += shdr->sh_size;
+			continue;
+		}
+
+		if (region_opened[s_region]) {
+			/*
+			 * This region already had a section rebased earlier and is
+			 * reappearing now, with a genuinely different region's
+			 * section(s) interleaved in between in file order (e.g.
+			 * .exported_sym sitting between two .data-region members).
+			 * Reuse the region's already-established rebase delta so
+			 * this member keeps the exact same (sh_addr - sh_offset) as
+			 * the region's first member -- that constant delta is what
+			 * llext_map_sections()'s ET_DYN consistency check actually
+			 * requires. Re-packing it back into the forward current_vma
+			 * layout instead (as if it were a fresh region) would insert
+			 * a spurious page-aligned gap that doesn't exist in the
+			 * original file.
+			 */
+			if (vma_base) {
+				uintptr_t old_addr = shdr->sh_addr;
+				uintptr_t new_addr = (uintptr_t)((ptrdiff_t)old_addr +
+								  region_delta[s_region]);
+
+				if (new_addr != old_addr && rebase_cnt < ARRAY_SIZE(rebase)) {
+					rebase[rebase_cnt].old_addr = old_addr;
+					rebase[rebase_cnt].size = shdr->sh_size;
+					rebase[rebase_cnt].delta = region_delta[s_region];
+					rebase[rebase_cnt].shdr_idx = i;
+					rebase_cnt++;
+				}
+				shdr->sh_addr = new_addr;
+
+				/*
+				 * A reopened region's member keeps the region's original
+				 * constant address delta (required above for the ET_DYN
+				 * sh_addr/sh_offset consistency check), which is NOT
+				 * necessarily contiguous with current_vma's independently
+				 * tracked cursor -- any other region's section(s) placed
+				 * (and possibly page-aligned) since this region was last
+				 * open, e.g. .exported_sym, can leave current_vma short of
+				 * where this delta-preserving placement actually ends.
+				 * Re-anchor current_vma to this section's real end so the
+				 * next freshly-opened region's page-alignment starts after
+				 * this region's true extent, not a stale, too-small cursor
+				 * value -- otherwise the next region can be placed
+				 * overlapping this region's tail.
+				 */
+				current_vma = new_addr + shdr->sh_size;
+			}
+
+			/*
+			 * Keep last_region tracking the region of the section that
+			 * ACTUALLY precedes the next one in file order, not just "the
+			 * last freshly-opened region". Without this, a fresh region
+			 * immediately following a reused-region section (e.g. .bss
+			 * right after a re-visited .data member, with .exported_sym
+			 * sandwiched earlier) sees a stale last_region from whatever
+			 * region was last freshly opened (e.g. EXPORT) instead of this
+			 * section's own region (DATA), and wrongly concludes it needs
+			 * yet another PAGE_SZ-aligned transition on top of the one
+			 * already inserted for EXPORT -- stacking two page gaps where
+			 * only one belongs, which desyncs .bss from the writable-data
+			 * region it must remain contiguous with.
+			 */
+			last_region = s_region;
+			continue;
+		}
+
+		if (last_region != LLEXT_MEM_COUNT && last_region != s_region) {
+			current_vma = ALIGN_UP(current_vma, PAGE_SZ);
+		}
+		last_region = s_region;
+
+		current_vma = ALIGN_UP(current_vma, shdr->sh_addralign);
+		if (vma_base) {
+			uintptr_t old_addr = shdr->sh_addr;
+
+			if (old_addr != current_vma && rebase_cnt < ARRAY_SIZE(rebase)) {
+				rebase[rebase_cnt].old_addr = old_addr;
+				rebase[rebase_cnt].size = shdr->sh_size;
+				rebase[rebase_cnt].delta = (ptrdiff_t)current_vma - (ptrdiff_t)old_addr;
+				rebase[rebase_cnt].shdr_idx = i;
+				rebase_cnt++;
+			}
+			region_delta[s_region] = (ptrdiff_t)current_vma - (ptrdiff_t)old_addr;
+			region_opened[s_region] = true;
+			shdr->sh_addr = current_vma;
+		}
+		current_vma += shdr->sh_size;
+	}
+
+	if (vma_base && rebase_cnt) {
+		llext_manager_fixup_rela(elf_buf, rebase, rebase_cnt);
+		llext_manager_fixup_symtab(elf_buf, rebase, rebase_cnt);
+	}
+
+	return current_vma - vma_base;
+}
+
 static int llext_manager_update_flags(void __sparse_cache *vma, size_t size, uint32_t flags)
 {
 	size_t pre_pad_size = (uintptr_t)vma & (PAGE_SZ - 1);
@@ -252,6 +614,11 @@ static int llext_manager_load_module(struct lib_manager_module *mctx)
 		mctx->segment[LIB_MANAGER_RODATA].addr;
 	size_t rodata_size = mctx->segment[LIB_MANAGER_RODATA].size;
 
+	/* Exported symbol table (.exported_sym), read-only like .rodata */
+	void __sparse_cache *va_base_export = (void __sparse_cache *)
+		mctx->segment[LIB_MANAGER_EXPORT].addr;
+	size_t export_size = mctx->segment[LIB_MANAGER_EXPORT].size;
+
 	/* Writable data (.data, .bss and others) */
 	void __sparse_cache *va_base_data = (void __sparse_cache *)
 		mctx->segment[LIB_MANAGER_DATA].addr;
@@ -319,6 +686,12 @@ static int llext_manager_load_module(struct lib_manager_module *mctx)
 	if (ret < 0)
 		goto e_text;
 
+	/* Copy exported symbol table */
+	ret = llext_manager_load_data_from_storage(virtual_region, ldr, ext, LLEXT_MEM_EXPORT,
+						   va_base_export, export_size, 0);
+	if (ret < 0)
+		goto e_rodata;
+
 	/* Copy writable data */
 	/*
 	 * NOTE: va_base_data and data_size refer to an address range that
@@ -371,6 +744,11 @@ static int llext_manager_unload_module(struct lib_manager_module *mctx)
 		mctx->segment[LIB_MANAGER_RODATA].addr;
 	size_t rodata_size = mctx->segment[LIB_MANAGER_RODATA].size;
 
+	/* Exported symbol table (.exported_sym), read-only like .rodata */
+	void __sparse_cache *va_base_export = (void __sparse_cache *)
+		mctx->segment[LIB_MANAGER_EXPORT].addr;
+	size_t export_size = mctx->segment[LIB_MANAGER_EXPORT].size;
+
 	/* Writable data (.data, .bss, etc.) */
 	void __sparse_cache *va_base_data = (void __sparse_cache *)
 		mctx->segment[LIB_MANAGER_DATA].addr;
@@ -417,6 +795,12 @@ static int llext_manager_unload_module(struct lib_manager_module *mctx)
 	if (ret < 0 && !err)
 		err = ret;
 
+	llext_manager_unmap_detached_sections(ldr, ext, LLEXT_MEM_EXPORT,
+					      va_base_export, export_size);
+	ret = llext_manager_align_unmap(va_base_export, export_size);
+	if (ret < 0 && !err)
+		err = ret;
+
 #ifdef CONFIG_SOF_USERSPACE_LL
 	llext_manager_rm_partition(zephyr_ll_mem_domain(), (uintptr_t)shdr, total,
 				   K_MEM_PARTITION_P_RW_U_NA | XTENSA_MMU_CACHED_WB);
@@ -435,6 +819,73 @@ static bool llext_manager_section_detached(const elf_shdr_t *shdr)
 	return shdr->sh_addr < SOF_MODULE_DRAM_LINK_END;
 }
 
+/*
+ * Zephyr's llext_load() reads several sections' actual byte content
+ * synchronously, during the load itself -- e.g. llext_export_symbols()
+ * (called unconditionally to build the extension's exported-symbol table
+ * for future dependency resolution) reads .exported_sym, and other parts
+ * of the eager load path read .rodata and friends. This is unlike the
+ * later, on-demand copy SOF performs when a module is actually
+ * instantiated (llext_manager_load_module()), which only runs well after
+ * llext_manager_link() has already called llext_load(). So every
+ * "attached" (non-detached, i.e. real VMA, see
+ * llext_manager_section_detached()) allocated section with real file
+ * content (skipping .bss/SHT_NOBITS, which has none) has to be populated
+ * here, directly from the raw ELF buffer, before llext_load() is invoked
+ * below.
+ */
+static int llext_manager_load_sections_early(uint8_t *elf_buf)
+{
+	elf_ehdr_t *hdr = (elf_ehdr_t *)elf_buf;
+	elf_shdr_t *shdrs = (elf_shdr_t *)(elf_buf + hdr->e_shoff);
+	const struct sys_mm_drv_region *virtual_memory_regions;
+	const struct sys_mm_drv_region *virtual_region;
+	int i;
+
+	virtual_memory_regions = sys_mm_drv_query_memory_regions();
+	if (!virtual_memory_regions)
+		return -EFAULT;
+
+	SYS_MM_DRV_MEMORY_REGION_FOREACH(virtual_memory_regions, virtual_region) {
+		if (virtual_region->attr == VIRTUAL_REGION_LLEXT_LIBRARIES_ATTR)
+			break;
+	}
+
+	if (!virtual_region->size)
+		return -EFAULT;
+
+	for (i = 0; i < hdr->e_shnum; i++) {
+		elf_shdr_t *shdr = shdrs + i;
+		void __sparse_cache *vma;
+		int ret;
+
+		if (!(shdr->sh_flags & SHF_ALLOC) || shdr->sh_size == 0)
+			continue;
+
+		if (shdr->sh_type == SHT_NOBITS)
+			continue;
+
+		if (llext_manager_section_detached(shdr))
+			continue;
+
+		vma = (void __sparse_cache *)(uintptr_t)shdr->sh_addr;
+
+		ret = llext_manager_align_map(virtual_region, vma, shdr->sh_size,
+					      SYS_MM_MEM_PERM_RW);
+		if (ret < 0)
+			return ret;
+
+		ret = memcpy_s((__sparse_force void *)(uintptr_t)shdr->sh_addr, shdr->sh_size,
+			       elf_buf + shdr->sh_offset, shdr->sh_size);
+		if (ret < 0)
+			return ret;
+
+		dcache_writeback_region(vma, shdr->sh_size);
+	}
+
+	return 0;
+}
+
 static int llext_manager_link(const char *name,
 			      struct lib_manager_module *mctx, const void **buildinfo,
 			      const struct sof_man_module_manifest **mod_manifest)
@@ -457,6 +908,36 @@ static int llext_manager_link(const char *name,
 	}
 
 	if (!*llext || mctx->mapped) {
+		if (!*llext) {
+			uint8_t *elf_buf = (uint8_t *)mctx->ebl->buf;
+			size_t total_size = llext_manager_layout_sections(elf_buf, 0);
+			if (total_size == 0) {
+				tr_err(&lib_manager_tr, "llext_manager_link: layout sections failed");
+				return -EINVAL;
+			}
+
+			uintptr_t vma_base = llext_manager_alloc_vma(total_size);
+			if (!vma_base) {
+				tr_err(&lib_manager_tr, "llext_manager_link: VMA allocation failed");
+				return -ENOMEM;
+			}
+
+			mctx->vma_base = vma_base;
+			mctx->vma_size = total_size;
+
+			llext_manager_layout_sections(elf_buf, vma_base);
+
+			ret = llext_manager_load_sections_early(elf_buf);
+			if (ret < 0) {
+				tr_err(&lib_manager_tr,
+				       "llext_manager_link: early section copy failed: %d", ret);
+				llext_manager_free_vma(mctx->vma_base, mctx->vma_size);
+				mctx->vma_base = 0;
+				mctx->vma_size = 0;
+				return ret;
+			}
+		}
+
 		/*
 		 * Either the very first time loading this module, or the module
 		 * is already mapped, we just call llext_load() to refcount it
@@ -469,8 +950,15 @@ static int llext_manager_link(const char *name,
 		};
 
 		ret = llext_load(ldr, name, llext, &ldr_parm);
-		if (ret)
+		if (ret) {
+			tr_err(&lib_manager_tr, "llext_load failed: ret=%d", ret);
+			if (mctx->vma_base) {
+				llext_manager_free_vma(mctx->vma_base, mctx->vma_size);
+				mctx->vma_base = 0;
+				mctx->vma_size = 0;
+			}
 			return ret;
+		}
 	}
 
 	/* All code sections */
@@ -509,6 +997,20 @@ static int llext_manager_link(const char *name,
 	       mctx->segment[LIB_MANAGER_BSS].addr,
 	       mctx->segment[LIB_MANAGER_BSS].size);
 
+	/*
+	 * Exported symbol table (.exported_sym). Some toolchains (e.g. GNU ld,
+	 * unlike the Clang LLEXT overlay which merges it into .rodata) keep this
+	 * as its own distinct allocatable section, so it needs its own tracked
+	 * segment and its own copy-from-storage pass, same as .rodata.
+	 */
+	llext_get_region_info(ldr, *llext, LLEXT_MEM_EXPORT, &hdr, NULL, NULL);
+	mctx->segment[LIB_MANAGER_EXPORT].addr = hdr->sh_addr;
+	mctx->segment[LIB_MANAGER_EXPORT].size = hdr->sh_size;
+
+	tr_dbg(&lib_manager_tr, ".exported_sym: start: %#lx size %#x",
+	       mctx->segment[LIB_MANAGER_EXPORT].addr,
+	       mctx->segment[LIB_MANAGER_EXPORT].size);
+
 	*buildinfo = NULL;
 	ret = llext_section_shndx(ldr, *llext, ".mod_buildinfo");
 	if (ret >= 0) {
@@ -1203,13 +1705,14 @@ int llext_manager_add_library(uint32_t module_id)
 	}
 
 	for (i = 0; i < ctx->n_mod; i++) {
-		const struct sof_man_module *mod = lib_manager_get_module_manifest(module_id + i);
+		unsigned int idx = ctx->mod[i].start_idx;
+		const struct sof_man_module *mod = lib_manager_get_module_manifest(module_id + idx);
 
 		if (mod->type.load_type == SOF_MAN_MOD_TYPE_LLEXT_AUX) {
 			const struct sof_man_module_manifest *mod_manifest;
 			const struct sof_module_api_build_info *buildinfo;
 
-			ret = llext_manager_link_single(module_id + i, desc, ctx,
+			ret = llext_manager_link_single(module_id + idx, desc, ctx,
 							(const void **)&buildinfo, &mod_manifest);
 			if (ret < 0)
 				return ret;
diff --git a/src/library_manager/llext_manager_dram.c b/src/library_manager/llext_manager_dram.c
index 2f6cff2b3501..1cc8fad942f8 100644
--- a/src/library_manager/llext_manager_dram.c
+++ b/src/library_manager/llext_manager_dram.c
@@ -14,6 +14,8 @@
 
 LOG_MODULE_DECLARE(lib_manager, CONFIG_SOF_LOG_LEVEL);
 
+void llext_manager_free_vma(uintptr_t vma, size_t size);
+
 struct lib_manager_dram_storage {
 	struct ext_library ext_lib;
 	struct lib_manager_mod_ctx *ctx;
@@ -332,6 +334,9 @@ int llext_manager_restore_from_dram(void)
 			if (mod[k].llext)
 				llext_unload(&mod[k].llext);
 
+			if (mod[k].vma_base)
+				llext_manager_free_vma(mod[k].vma_base, mod[k].vma_size);
+
 			if (mod[k].ebl)
 				rfree(mod[k].ebl);
 		}

From 9eba8914a649d6d125f2646a1965e63c604c0ef5 Mon Sep 17 00:00:00 2001
From: Liam Girdwood <liam.r.girdwood@linux.intel.com>
Date: Sun, 16 Aug 2026 18:15:39 +0100
Subject: [PATCH 03/35] zephyr: llext: link non-relocatable modules
 -Bsymbolic-functions

Without this flag, calls between GLOBAL-visibility functions defined
in different translation units of the SAME llext module are emitted
as PLT calls. Zephyr's llext_link_plt() only resolves PLT symbols
against the base image's export table, this module's own
.exported_sym table, or other already-loaded extensions -- never
against symbols merely defined locally in this module's own .dynsym.

Multi-TU C++ libraries (e.g. TensorFlow Lite Micro) call plenty of
non-exported internal helpers across .cc files, so without this flag
those calls fail to link at load time.
Signed-off-by: Liam Girdwood <liam.r.girdwood@linux.intel.com>
---
 zephyr/CMakeLists.txt | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/zephyr/CMakeLists.txt b/zephyr/CMakeLists.txt
index 1c27e1c06670..e7be53dfb0cc 100644
--- a/zephyr/CMakeLists.txt
+++ b/zephyr/CMakeLists.txt
@@ -102,7 +102,16 @@ function(sof_llext_build module)
 	if(CONFIG_LLEXT_TYPE_ELF_RELOCATABLE)
 		set(EXTRA_LINKER_PARAMS -nostdlib -nodefaultlibs -r)
 	else()
-		set(EXTRA_LINKER_PARAMS -nostdlib -nodefaultlibs -shared)
+		# -Bsymbolic-functions: without this, calls between GLOBAL-visibility
+		# functions defined in different translation units of the SAME llext
+		# module are emitted as PLT calls. Zephyr's llext_link_plt() resolves
+		# PLT symbols only against the base image's export table, this
+		# module's own .exported_sym table, or other already-loaded
+		# extensions -- never against symbols merely defined locally in this
+		# module's own .dynsym. Multi-TU C++ libraries (e.g. TFLite Micro)
+		# call plenty of non-exported internal helpers across .cc files, so
+		# without this flag those calls fail to link at load time.
+		set(EXTRA_LINKER_PARAMS -nostdlib -nodefaultlibs -shared -Wl,-Bsymbolic-functions)
 	endif()
 
 	foreach(path ${SOF_LLEXT_LIBS_PATH})

From 3ae612ca307fc091ebe7732f491caa24a62659e3 Mon Sep 17 00:00:00 2001
From: Liam Girdwood <liam.r.girdwood@linux.intel.com>
Date: Sun, 16 Aug 2026 18:15:27 +0100
Subject: [PATCH 04/35] lib: cpp: export operator new/delete and
 __cxa_pure_virtual for LLEXT

LLEXT modules linking C++ code (e.g. TensorFlow Lite Micro) can end up
with undefined references to global operator new/delete and
__cxa_pure_virtual even when built with -fno-exceptions -- some
support code (e.g. TFLM's arena allocators) still emits calls to the
sized deallocation form in generated destructors, and any TU
referencing an abstract class's vtable needs __cxa_pure_virtual
resolvable for its pure-virtual slots.

zephyr/lib/cpp/minimal/cpp_new.cpp and cpp_virtual.c already define
these, but neither is referenced anywhere in the base image build, so
their definitions are never pulled into the link or exported. Add
thin wrappers in src/lib/cpp_new_export.cpp and export them under the
mangled names so LLEXT modules can resolve against the base image.
Signed-off-by: Liam Girdwood <liam.r.girdwood@linux.intel.com>
---
 src/lib/CMakeLists.txt     |  4 +++
 src/lib/cpp_new_export.cpp | 55 ++++++++++++++++++++++++++++++++++++++
 2 files changed, 59 insertions(+)
 create mode 100644 src/lib/cpp_new_export.cpp

diff --git a/src/lib/CMakeLists.txt b/src/lib/CMakeLists.txt
index 707753635f69..d9213ef4473d 100644
--- a/src/lib/CMakeLists.txt
+++ b/src/lib/CMakeLists.txt
@@ -23,6 +23,10 @@ if(CONFIG_KCPS_DYNAMIC_CLOCK_CONTROL)
   add_local_sources(sof cpu-clk-manager.c)
 endif()
 
+if(CONFIG_CPP)
+  add_local_sources(sof cpp_new_export.cpp)
+endif()
+
 is_zephyr(zephyr)
 if(zephyr) ###  Zephyr ###
 
diff --git a/src/lib/cpp_new_export.cpp b/src/lib/cpp_new_export.cpp
new file mode 100644
index 000000000000..9b226a9f80c3
--- /dev/null
+++ b/src/lib/cpp_new_export.cpp
@@ -0,0 +1,55 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+#include <cstddef>
+#include <stdlib.h>
+#include <rtos/symbol.h>
+
+/*
+ * LLEXT modules linking C++ code (e.g. TFLite Micro) can end up with
+ * undefined references to global operator new/delete even when built with
+ * -fno-exceptions, because some support code (e.g. TFLM's arena allocators)
+ * still emits a call to the sized deallocation form in its generated
+ * destructors. Export wrappers here so such extensions can resolve them
+ * against the base image, mirroring zephyr/lib/cpp/minimal/cpp_new.cpp
+ * (which isn't itself referenced anywhere in the base image build, so its
+ * definitions are never pulled into the link or exported).
+ */
+
+namespace {
+
+[[maybe_unused]] void *sof_operator_new(size_t size)
+{
+	return malloc(size);
+}
+
+[[maybe_unused]] void sof_operator_delete(void *ptr, size_t size)
+{
+	(void)size;
+	free(ptr);
+}
+
+/*
+ * Same problem as operator new/delete above, one level lower: an abstract
+ * class's vtable (e.g. TFLM's MicroOpResolver base) fills the slots for its
+ * pure virtual methods with the address of __cxa_pure_virtual, so any
+ * translation unit that references such a vtable needs this symbol
+ * resolvable even though it should never actually be called at runtime.
+ * zephyr/lib/cpp/minimal/cpp_virtual.c already defines a real
+ * __cxa_pure_virtual, but -- exactly like cpp_new.cpp above -- nothing in
+ * the base image build references it directly, so it is never pulled into
+ * the link or exported for LLEXT modules to resolve against. Provide our
+ * own and export it under the same name.
+ */
+[[maybe_unused]] void sof_cxa_pure_virtual(void)
+{
+	while (1) {
+	}
+}
+
+} /* namespace */
+
+EXPORT_SYMBOL_NAMED(sof_operator_new, _Znwj);
+EXPORT_SYMBOL_NAMED(sof_operator_delete, _ZdlPvj);
+EXPORT_SYMBOL_NAMED(sof_cxa_pure_virtual, __cxa_pure_virtual);

From d6e41f322b24d420d2ee37f09d960e6ddea2e862 Mon Sep 17 00:00:00 2001
From: Liam Girdwood <liam.r.girdwood@linux.intel.com>
Date: Sun, 16 Aug 2026 18:17:12 +0100
Subject: [PATCH 05/35] lib: ams: export producer API for LLEXT modules

Export ams_send(), ams_helper_register_producer(),
ams_helper_unregister_producer(), and ams_helper_prepare_payload() so
an LLEXT module can act as an AMS message producer (e.g. a
keyword-spotting component signaling KPB directly) without needing
these calls statically linked into the base image.
Signed-off-by: Liam Girdwood <liam.r.girdwood@linux.intel.com>
---
 src/ipc/ipc4/ams_helpers.c |  5 +++++
 src/lib/ams.c              | 39 +++++++++++++++++++++++++++++++++++---
 2 files changed, 41 insertions(+), 3 deletions(-)

diff --git a/src/ipc/ipc4/ams_helpers.c b/src/ipc/ipc4/ams_helpers.c
index 6f21ee3e3623..b95acf176e88 100644
--- a/src/ipc/ipc4/ams_helpers.c
+++ b/src/ipc/ipc4/ams_helpers.c
@@ -7,6 +7,7 @@
 
 #include <ipc4/ams_helpers.h>
 #include <sof/audio/component.h>
+#include <rtos/symbol.h>
 
 #if CONFIG_AMS
 
@@ -76,4 +77,8 @@ void ams_helper_prepare_payload(const struct comp_dev *dev,
 	payload->message = message;
 }
 
+EXPORT_SYMBOL(ams_helper_register_producer);
+EXPORT_SYMBOL(ams_helper_unregister_producer);
+EXPORT_SYMBOL(ams_helper_prepare_payload);
+
 #endif /* CONFIG_AMS */
diff --git a/src/lib/ams.c b/src/lib/ams.c
index 7f4e6ebb8664..1809763acef7 100644
--- a/src/lib/ams.c
+++ b/src/lib/ams.c
@@ -22,6 +22,7 @@
 #include <stdint.h>
 #include <sof/lib/ams.h>
 #include <zephyr/kernel.h>
+#include <rtos/symbol.h>
 
 LOG_MODULE_REGISTER(ams, CONFIG_SOF_LOG_LEVEL);
 
@@ -284,9 +285,8 @@ static uint32_t ams_push_slot(struct ams_shared_context __sparse_cache *ctx_shar
 
 	for (uint32_t i = 0; i < ARRAY_SIZE(ctx_shared->slots); ++i) {
 		if (ctx_shared->slot_uses[i] == 0) {
-			/* the slot only carries the payload struct (read back
-			 * via u.msg); message points to a caller-owned buffer
-			 * rather than inline data, so copy exactly the struct
+			/* the slot carries the payload struct (read back
+			 * via u.msg) and inline message data
 			 */
 			err = memcpy_s((__sparse_force void *)ctx_shared->slots[i].u.msg_raw,
 				       sizeof(ctx_shared->slots[i].u.msg_raw),
@@ -295,6 +295,23 @@ static uint32_t ams_push_slot(struct ams_shared_context __sparse_cache *ctx_shar
 			if (err != 0)
 				return AMS_INVALID_SLOT;
 
+			if (msg->message && msg->message_length > 0) {
+				size_t max_data = sizeof(ctx_shared->slots[i].u.msg_raw) -
+						  sizeof(*msg);
+
+				if (msg->message_length > max_data) {
+					tr_err(&ams_tr, "Message too large: %u > %zu",
+					       msg->message_length, max_data);
+					return AMS_INVALID_SLOT;
+				}
+
+				err = memcpy_s((__sparse_force void *)(ctx_shared->slots[i].u.msg_raw + sizeof(*msg)),
+					       max_data,
+					       msg->message, msg->message_length);
+				if (err != 0)
+					return AMS_INVALID_SLOT;
+			}
+
 			ctx_shared->slots[i].module_id = module_id;
 			ctx_shared->slots[i].instance_id = instance_id;
 			ctx_shared->slot_done[i] = 0;
@@ -468,6 +485,8 @@ int ams_send(const struct ams_message_payload *const ams_message_payload)
 					 AMS_INVALID_SLOT);
 }
 
+EXPORT_SYMBOL(ams_send);
+
 int ams_message_send_mi(struct async_message_service *ams,
 			const struct ams_message_payload *const ams_message_payload,
 			uint16_t target_module, uint16_t target_instance)
@@ -488,12 +507,26 @@ static int ams_process_slot(struct async_message_service *ams, uint32_t slot)
 {
 	struct ams_shared_context __sparse_cache *shared_c;
 	struct ams_message_payload msg;
+	uint8_t msg_buf[256];
 	uint16_t module_id;
 	uint16_t instance_id;
 
 	shared_c = ams_acquire(ams->ams_context->shared);
 
 	msg = shared_c->slots[slot].u.msg;
+	if (msg.message && msg.message_length > 0) {
+		if (msg.message_length <= sizeof(msg_buf)) {
+			if (memcpy_s(msg_buf, sizeof(msg_buf),
+				     (__sparse_force void *)(shared_c->slots[slot].u.msg_raw + sizeof(msg)),
+				     msg.message_length) != 0) {
+				ams_release(shared_c);
+				return -EINVAL;
+			}
+			msg.message = msg_buf;
+		} else {
+			msg.message = (__sparse_force uint8_t *)(shared_c->slots[slot].u.msg_raw + sizeof(msg));
+		}
+	}
 	module_id = shared_c->slots[slot].module_id;
 	instance_id = shared_c->slots[slot].instance_id;
 

From e00eb80189ab696842247180664c8e56c03b332b Mon Sep 17 00:00:00 2001
From: Liam Girdwood <liam.r.girdwood@linux.intel.com>
Date: Sun, 16 Aug 2026 18:19:25 +0100
Subject: [PATCH 06/35] scripts: xtensa-build-zephyr: create per-UUID symlinks
 in install_lib()

Consume the lib_uuids dict already populated earlier in the script:
when a library's final .bin file did not yet exist at UUID-collection
time, its UUIDs were deferred into lib_uuids instead of being
symlinked immediately. install_lib() now walks lib_uuids[key] and
creates the deferred <uuid>.bin symlink/copy once the library is
actually installed.
Signed-off-by: Liam Girdwood <liam.r.girdwood@linux.intel.com>
---
 scripts/tensorflow-clone.sh    | 67 ++++++++++++++++++++++++----------
 scripts/xtensa-build-zephyr.py |  4 ++
 2 files changed, 51 insertions(+), 20 deletions(-)

diff --git a/scripts/tensorflow-clone.sh b/scripts/tensorflow-clone.sh
index d3f67d0a835e..caa0f58577ea 100755
--- a/scripts/tensorflow-clone.sh
+++ b/scripts/tensorflow-clone.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 # SPDX-License-Identifier: BSD-3-Clause
-# Copyright(c) 2025 Intel Corporation. All rights reserved.
+# Copyright(c) 2025-2026 Intel Corporation. All rights reserved.
 
 # fail immediately on any errors
 set -e
@@ -14,8 +14,7 @@ declare -a REPOS=(
     "https://github.com/google/ruy"
 )
 
-# Commit ID to check for (optional). If specified, the script will update
-# the repository if this commit ID is not found.  Leave empty to skip.
+# Commit ID to check out. If specified, the script will checkout this commit.
 declare -a COMMIT_ID=(
     "cdedfb1a1044eb774915de21b63a1b6aa93276f6"
     "e86d97b6237f88ab5925c0b41e3e3589a1560d86"
@@ -25,7 +24,10 @@ declare -a COMMIT_ID=(
 )
 
 # Directory where repositories will be cloned/updated.
-BASE_DIR="$HOME/work/sof"  # Or any other desired location
+# Default to the parent directory containing the SOF workspace.
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+SOF_PARENT_DIR="$(cd "$SCRIPT_DIR/../.." && pwd)"
+BASE_DIR="${1:-"$SOF_PARENT_DIR"}"
 
 # Function to check if a commit ID exists in a repository
 check_commit() {
@@ -36,40 +38,65 @@ check_commit() {
         return 0  # Skip check if no commit ID is provided
     fi
 
-    if ! git -C "$repo_dir" rev-parse --quiet --verify "$commit_id" >/dev/null 2>&1; then
-        return 1  # Commit ID not found
+    if ! git -C "$repo_dir" rev-parse --quiet --verify "$commit_id^{commit}" >/dev/null 2>&1; then
+        return 1  # Commit ID not found locally
     else
-        return 0  # Commit ID found
+        return 0  # Commit ID found locally
     fi
 }
 
-
 # Function to update the repository
 update_repo() {
     local repo_dir="$1"
     echo "Updating repository: $repo_dir"
-    git -C "$repo_dir" fetch --all
-    git -C "$repo_dir" pull
+    git -C "$repo_dir" fetch --all --tags --prune
+}
+
+# Function to checkout the required commit ID
+checkout_commit() {
+    local repo_dir="$1"
+    local commit_id="$2"
+    local repo_name="$3"
+
+    if [ -z "$commit_id" ]; then
+        return 0
+    fi
+
+    local current_commit
+    current_commit=$(git -C "$repo_dir" rev-parse HEAD)
+
+    local target_commit
+    target_commit=$(git -C "$repo_dir" rev-parse "$commit_id^{commit}")
+
+    if [ "$current_commit" != "$target_commit" ]; then
+        echo "Checking out $commit_id in $repo_name..."
+        git -C "$repo_dir" checkout -q "$commit_id"
+    else
+        echo "Repository $repo_name is already at commit $commit_id."
+    fi
 }
 
 # Main script logic
 mkdir -p "$BASE_DIR"
 
 for ((i = 0; i < ${#REPOS[@]}; i++)); do
-    echo "Counter: $i, Value: ${REPOS[i]}"
-    repo_url=${REPOS[i]}
-
-    repo_name=$(basename "$repo_url" .git)  # Extract repo name
+    repo_url="${REPOS[i]}"
+    commit_id="${COMMIT_ID[i]}"
+    repo_name=$(basename "$repo_url" .git)
     repo_dir="$BASE_DIR/$repo_name"
 
-    if [ ! -d "$repo_dir" ]; then
-        echo "Cloning repository: $repo_url"
+    echo "=== [$((i + 1))/${#REPOS[@]}] $repo_name ==="
+
+    if [ ! -d "$repo_dir/.git" ]; then
+        echo "Cloning repository: $repo_url -> $repo_dir"
         git clone "$repo_url" "$repo_dir" || { echo "git clone failed for $repo_url"; exit 1; }
-    elif ! check_commit "$repo_dir" "${COMMIT_ID[i]}"; then
+    fi
+
+    if ! check_commit "$repo_dir" "$commit_id"; then
         update_repo "$repo_dir"
-    else
-        echo "Repository $repo_name is up to date."
     fi
+
+    checkout_commit "$repo_dir" "$commit_id" "$repo_name"
 done
 
-echo "All repositories processed."
+echo "All repositories processed and checked out to required commits."
diff --git a/scripts/xtensa-build-zephyr.py b/scripts/xtensa-build-zephyr.py
index f20c95f7262a..735842e0ba54 100755
--- a/scripts/xtensa-build-zephyr.py
+++ b/scripts/xtensa-build-zephyr.py
@@ -1174,6 +1174,10 @@ def install_lib(platform, sof_output_dir, abs_build_dir, platform_wconfig):
 				symlink_or_copy(lib_install_dir, lib_name,
 						lib_dir, alias_libname)
 
+		for uuid in lib_uuids.get(key, []):
+			linkname = uuid + '.bin'
+			symlink_or_copy(lib_install_dir, lib_name, sof_lib_dir, linkname)
+
 def install_platform(platform, sof_output_dir, platf_build_environ, platform_wconfig):
 
 	# Keep in sync with caller

From e08ccf917468f49c09fc963476c98f5dbe9852a1 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Mon, 24 Aug 2026 17:11:00 +0300
Subject: [PATCH 07/35] platform: cavs: initialize DP scheduler during
 platform_init

Call scheduler_dp_init() in platform_init() on cAVS platforms when
CONFIG_ZEPHYR_DP_SCHEDULER is enabled so that DP tasks (such as MFCC
and MWW in the Data Processing domain) can bind to the DP scheduler
without failing with -ENODEV (-19).

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 app/boards/intel_adsp/Kconfig.defconfig | 3 +++
 app/boards/intel_adsp_cavs25.conf       | 2 ++
 src/platform/intel/cavs/platform.c      | 7 +++++++
 zephyr/Kconfig                          | 8 ++++----
 4 files changed, 16 insertions(+), 4 deletions(-)

diff --git a/app/boards/intel_adsp/Kconfig.defconfig b/app/boards/intel_adsp/Kconfig.defconfig
index 0fd7126d58d1..ac8c6fb6f190 100644
--- a/app/boards/intel_adsp/Kconfig.defconfig
+++ b/app/boards/intel_adsp/Kconfig.defconfig
@@ -87,6 +87,9 @@ config L3_HEAP
 config ZEPHYR_DP_SCHEDULER
 	default y
 
+config DP_TO_DP_BIND
+	default y
+
 config ZEPHYR_NATIVE_DRIVERS
 	default y
 
diff --git a/app/boards/intel_adsp_cavs25.conf b/app/boards/intel_adsp_cavs25.conf
index 7b2a260db89d..0a89f1a669a7 100644
--- a/app/boards/intel_adsp_cavs25.conf
+++ b/app/boards/intel_adsp_cavs25.conf
@@ -19,6 +19,8 @@ CONFIG_PCM_CONVERTER_FORMAT_S24_3LE=y
 
 # SOF / infrastructure
 CONFIG_AMS=y
+CONFIG_IDC_TIMEOUT_US=100000
+CONFIG_P4WQ_INIT_STAGE_EARLY=y
 CONFIG_LP_MEMORY_BANKS=1
 CONFIG_HP_MEMORY_BANKS=30
 
diff --git a/src/platform/intel/cavs/platform.c b/src/platform/intel/cavs/platform.c
index 8a1a7c59c3b5..4752916a85b5 100644
--- a/src/platform/intel/cavs/platform.c
+++ b/src/platform/intel/cavs/platform.c
@@ -28,6 +28,7 @@
 #include <sof/lib/notifier.h>
 #include <rtos/wait.h>
 #include <sof/platform.h>
+#include <sof/schedule/dp_schedule.h>
 #include <sof/schedule/edf_schedule.h>
 #include <sof/schedule/ll_schedule.h>
 #include <sof/schedule/ll_schedule_domain.h>
@@ -122,6 +123,12 @@ int platform_init(struct sof *sof)
 	sof->platform_timer_domain = timer_domain_init(sof->platform_timer, 0);
 	scheduler_init_ll(sof->platform_timer_domain);
 
+#if CONFIG_ZEPHYR_DP_SCHEDULER
+	ret = scheduler_dp_init();
+	if (ret < 0)
+		return ret;
+#endif /* CONFIG_ZEPHYR_DP_SCHEDULER */
+
 	/* init the system agent */
 	trace_point(TRACE_BOOT_PLATFORM_AGENT);
 	sa_init(sof, CONFIG_SYSTICK_PERIOD);
diff --git a/zephyr/Kconfig b/zephyr/Kconfig
index 867100623b42..6c0035dc55c4 100644
--- a/zephyr/Kconfig
+++ b/zephyr/Kconfig
@@ -241,19 +241,19 @@ config DMA_DOMAIN_SEM_LIMIT
 config PIPELINE_2_0
 	bool "Enable pipeline 2.0 changes"
 	depends on IPC_MAJOR_4
-	default y if ACE
+	default y if (ACE || CAVS)
 	help
 	  This flag enables changes to new pipeline structure, known as pipeline2_0
 	  It is required for certain new features, like DP_SCHEDULER.
 
 config ZEPHYR_DP_SCHEDULER
 	bool "use Zephyr thread based DP scheduler"
-	default y if ACE
+	default y if (ACE || CAVS)
 	depends on IPC_MAJOR_4
 	depends on ZEPHYR_SOF_MODULE
-	depends on ACE
+	depends on (ACE || CAVS)
 	depends on PIPELINE_2_0
-	imply XTENSA_HIFI_SHARING if XTENSA_HIFI
+	imply XTENSA_HIFI_SHARING if (XTENSA_HIFI && ACE)
 	help
 	  Enable Data Processing preemptive scheduler based on
 	  Zephyr preemptive threads.

From 40e41ca2f244c3d4279ba253a6154d841b96c84b Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Thu, 27 Aug 2026 15:24:07 +0300
Subject: [PATCH 08/35] audio: mfcc: add mel40 and mel40_10ms profiles for
 microWakeWord frontend

Add 40-bin mel filterbank configurations (mel40, mel40_compress,
mel40_10ms, and mel40_10ms_compress) to setup_mfcc.m and generate
the corresponding topology blobs for microWakeWord streaming frontends.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/mfcc/mfcc_common.c                  |  2 +-
 src/audio/mfcc/tune/setup_mfcc.m              | 44 +++++++++++++++++++
 src/include/sof/audio/mfcc/mfcc_vad.h         |  8 ++--
 .../topology2/cavs-benchmark-hda.conf         | 10 +++++
 .../development/tplg-targets-bench.cmake      |  2 +
 .../include/bench/mfcc_controls_capture.conf  |  1 +
 .../include/bench/mfcc_controls_playback.conf |  1 +
 .../include/bench/mfccmel40_10ms_s16.conf     | 13 ++++++
 .../include/bench/mfccmel40_10ms_s24.conf     | 13 ++++++
 .../include/bench/mfccmel40_10ms_s32.conf     | 13 ++++++
 .../components/mfcc/ceps13_compress_dtx.conf  |  2 +-
 .../include/components/mfcc/default.conf      |  2 +-
 .../include/components/mfcc/mel40.conf        | 24 ++++++++++
 .../include/components/mfcc/mel40_10ms.conf   | 24 ++++++++++
 .../components/mfcc/mel40_10ms_compress.conf  | 24 ++++++++++
 .../components/mfcc/mel40_compress.conf       | 24 ++++++++++
 .../include/components/mfcc/mel80.conf        |  2 +-
 .../components/mfcc/mel80_compress.conf       |  2 +-
 .../components/mfcc/mel80_compress_dtx.conf   |  2 +-
 19 files changed, 203 insertions(+), 10 deletions(-)
 create mode 100644 tools/topology/topology2/include/bench/mfccmel40_10ms_s16.conf
 create mode 100644 tools/topology/topology2/include/bench/mfccmel40_10ms_s24.conf
 create mode 100644 tools/topology/topology2/include/bench/mfccmel40_10ms_s32.conf
 create mode 100644 tools/topology/topology2/include/components/mfcc/mel40.conf
 create mode 100644 tools/topology/topology2/include/components/mfcc/mel40_10ms.conf
 create mode 100644 tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
 create mode 100644 tools/topology/topology2/include/components/mfcc/mel40_compress.conf

diff --git a/src/audio/mfcc/mfcc_common.c b/src/audio/mfcc/mfcc_common.c
index 3890671165fd..2460493ed34d 100644
--- a/src/audio/mfcc/mfcc_common.c
+++ b/src/audio/mfcc/mfcc_common.c
@@ -419,7 +419,7 @@ int mfcc_stft_process(struct processing_module *mod, struct mfcc_comp_data *cd)
 		/* Use hop counter for frame numbering (independent of VAD enable) */
 		state->header.frame_number = state->hop_count;
 
-		/* Run VAD on the mel log spectrum (available in both modes) */
+		/* Run VAD on the scaled mel log spectrum (available in both modes) */
 		if (config->enable_vad) {
 			mfcc_vad_update(&cd->vad, state->mel_log_32);
 
diff --git a/src/audio/mfcc/tune/setup_mfcc.m b/src/audio/mfcc/tune/setup_mfcc.m
index dbf69587a74f..13ffea4955ec 100644
--- a/src/audio/mfcc/tune/setup_mfcc.m
+++ b/src/audio/mfcc/tune/setup_mfcc.m
@@ -31,6 +31,50 @@ function setup_mfcc()
 	setup.tplg_fn = 'mel80_compress.conf';
 	export_mfcc_setup(gen_cfg, setup);
 
+	% Blob for 40-bin/20ms-hop mel spectrogram, matching TFLM micro_speech's
+	% front-end shape (TFLM_FEATURE_SIZE=40, TFLM_FEATURE_STRIDE_MS=20,
+	% TFLM_FEATURE_DURATION_MS=30) for interim wake-word sanity-checking.
+	setup = get_mel_spectrogram_config();
+	setup.frame_length = 30.0; % 480 samples at 16 kHz
+	setup.frame_shift = 20.0; % 320 samples at 16 kHz
+	setup.num_mel_bins = 40;
+	setup.tplg_fn = 'mel40.conf';
+	export_mfcc_setup(gen_cfg, setup);
+
+	% Same 40-bin/20ms-hop mel spectrogram with compress PCM output for the
+	% on-device TFLM wake-word path (KPB -> SRC -> MFCC -> tflmcly).
+	setup = get_mel_spectrogram_config();
+	setup.frame_length = 30.0;
+	setup.frame_shift = 20.0;
+	setup.num_mel_bins = 40;
+	setup.compress_output = true;
+	setup.tplg_fn = 'mel40_compress.conf';
+	export_mfcc_setup(gen_cfg, setup);
+
+	% Blob for 40-bin/10ms-hop mel spectrogram, matching microWakeWord's
+	% MixConv front-end shape (40 features per 10ms stride over a 30ms
+	% window, 125 Hz to 7500 Hz bandwidth) -- see src/audio/microwakeword.
+	setup = get_mel_spectrogram_config();
+	setup.frame_length = 30.0; % 480 samples at 16 kHz
+	setup.frame_shift = 10.0; % 160 samples at 16 kHz
+	setup.num_mel_bins = 40;
+	setup.low_freq = 125;
+	setup.high_freq = 7500;
+	setup.tplg_fn = 'mel40_10ms.conf';
+	export_mfcc_setup(gen_cfg, setup);
+
+	% Same 40-bin/10ms-hop mel spectrogram with compress PCM output for
+	% microWakeWord compress stream capture.
+	setup = get_mel_spectrogram_config();
+	setup.frame_length = 30.0;
+	setup.frame_shift = 10.0;
+	setup.num_mel_bins = 40;
+	setup.low_freq = 125;
+	setup.high_freq = 7500;
+	setup.compress_output = true;
+	setup.tplg_fn = 'mel40_10ms_compress.conf';
+	export_mfcc_setup(gen_cfg, setup);
+
 	% Blob for mel spectrogram with compress PCM output and DTX
 	setup = get_mel_spectrogram_config();
 	setup.compress_output = true;
diff --git a/src/include/sof/audio/mfcc/mfcc_vad.h b/src/include/sof/audio/mfcc/mfcc_vad.h
index 6873343d334e..048ea475eba1 100644
--- a/src/include/sof/audio/mfcc/mfcc_vad.h
+++ b/src/include/sof/audio/mfcc/mfcc_vad.h
@@ -29,9 +29,9 @@ struct processing_module;
 #define MFCC_VAD_NOISE_INIT_FRAMES	100
 
 /**
- * \brief Slow noise floor rise coefficient in Q1.15 (0.003 * 2^15).
+ * \brief Slow noise floor rise coefficient in Q1.15 (0.001 * 2^15, tau ~10 s).
  */
-#define MFCC_VAD_NOISE_RISE_ALPHA	98
+#define MFCC_VAD_NOISE_RISE_ALPHA	33
 
 /**
  * \brief Fast noise floor rise coefficient in Q1.15 (0.020 * 2^15).
@@ -39,9 +39,9 @@ struct processing_module;
 #define MFCC_VAD_NOISE_RISE_ALPHA_FAST	655
 
 /**
- * \brief Energy threshold for speech detection in Q9.23 (0.30 * 2^23).
+ * \brief Energy threshold for speech detection in Q9.23 (0.20 * 2^23).
  */
-#define MFCC_VAD_ENERGY_THRESHOLD	2516582
+#define MFCC_VAD_ENERGY_THRESHOLD	1677722
 
 /**
  * \brief Hangover frame count to keep VAD active after last speech detection.
diff --git a/tools/topology/topology2/cavs-benchmark-hda.conf b/tools/topology/topology2/cavs-benchmark-hda.conf
index d1357caa20ab..182ccb403a44 100644
--- a/tools/topology/topology2/cavs-benchmark-hda.conf
+++ b/tools/topology/topology2/cavs-benchmark-hda.conf
@@ -845,6 +845,16 @@ IncludeByKey.BENCH_CONFIG {
 		<include/bench/mfccmel_s32.conf>
 	}
 
+	"mfccmel40_10ms16" {
+		<include/bench/mfccmel40_10ms_s16.conf>
+	}
+	"mfccmel40_10ms24" {
+		<include/bench/mfccmel40_10ms_s24.conf>
+	}
+	"mfccmel40_10ms32" {
+		<include/bench/mfccmel40_10ms_s32.conf>
+	}
+
 	#
 	# Micsel component
 	#
diff --git a/tools/topology/topology2/development/tplg-targets-bench.cmake b/tools/topology/topology2/development/tplg-targets-bench.cmake
index 2dd4f28bc07c..416448fd181e 100644
--- a/tools/topology/topology2/development/tplg-targets-bench.cmake
+++ b/tools/topology/topology2/development/tplg-targets-bench.cmake
@@ -20,6 +20,7 @@ set(components
 	"level_multiplier"
 	"mfcc"
 	"mfccmel"
+	"mfccmel40_10ms"
 	"micsel"
 	"phase_vocoder"
 	"rtnr"
@@ -48,6 +49,7 @@ set(component_parameters
 	"BENCH_LEVEL_MULTIPLIER_PARAMS=default"
 	"BENCH_MFCC_PARAMS=default"
 	"BENCH_MFCC_PARAMS=mel80"
+	"BENCH_MFCC_PARAMS=mel40_10ms"
 	"BENCH_MICSEL_PARAMS=passthrough"
 	"BENCH_PHASE_VOCODER_PARAMS=default"
 	"BENCH_RTNR_PARAMS=default"
diff --git a/tools/topology/topology2/include/bench/mfcc_controls_capture.conf b/tools/topology/topology2/include/bench/mfcc_controls_capture.conf
index 8788387ec8c7..a185cdec852f 100644
--- a/tools/topology/topology2/include/bench/mfcc_controls_capture.conf
+++ b/tools/topology/topology2/include/bench/mfcc_controls_capture.conf
@@ -7,6 +7,7 @@
 					IncludeByKey.BENCH_MFCC_PARAMS {
 						"default" "include/components/mfcc/default.conf"
 						"mel80" "include/components/mfcc/mel80.conf"
+						"mel40_10ms" "include/components/mfcc/mel40_10ms.conf"
 					}
 				}
 				mixer."1" {
diff --git a/tools/topology/topology2/include/bench/mfcc_controls_playback.conf b/tools/topology/topology2/include/bench/mfcc_controls_playback.conf
index 007dbb91cd4f..6d7ae6585663 100644
--- a/tools/topology/topology2/include/bench/mfcc_controls_playback.conf
+++ b/tools/topology/topology2/include/bench/mfcc_controls_playback.conf
@@ -7,6 +7,7 @@
 					IncludeByKey.BENCH_MFCC_PARAMS {
 						"default" "include/components/mfcc/default.conf"
 						"mel80" "include/components/mfcc/mel80.conf"
+						"mel40_10ms" "include/components/mfcc/mel40_10ms.conf"
 					}
 				}
 				mixer."1" {
diff --git a/tools/topology/topology2/include/bench/mfccmel40_10ms_s16.conf b/tools/topology/topology2/include/bench/mfccmel40_10ms_s16.conf
new file mode 100644
index 000000000000..ec89bffb90a1
--- /dev/null
+++ b/tools/topology/topology2/include/bench/mfccmel40_10ms_s16.conf
@@ -0,0 +1,13 @@
+		# Created with script "./bench_comp_generate.sh mfcc"
+		Object.Widget.mfcc.1 {
+			index $BENCH_PLAYBACK_HOST_PIPELINE
+			<include/bench/one_input_output_format_s16_16k.conf>
+			<include/bench/mfcc_controls_playback.conf>
+		}
+		Object.Widget.mfcc.2 {
+			index $BENCH_CAPTURE_HOST_PIPELINE
+			<include/bench/one_input_output_format_s16_16k.conf>
+			<include/bench/mfcc_controls_capture.conf>
+		}
+		<include/bench/host_gateway_pipelines_s16_16k.conf>
+		<include/bench/mfcc_route.conf>
diff --git a/tools/topology/topology2/include/bench/mfccmel40_10ms_s24.conf b/tools/topology/topology2/include/bench/mfccmel40_10ms_s24.conf
new file mode 100644
index 000000000000..73571fabe5f2
--- /dev/null
+++ b/tools/topology/topology2/include/bench/mfccmel40_10ms_s24.conf
@@ -0,0 +1,13 @@
+		# Created with script "./bench_comp_generate.sh mfcc"
+		Object.Widget.mfcc.1 {
+			index $BENCH_PLAYBACK_HOST_PIPELINE
+			<include/bench/one_input_output_format_s24_16k.conf>
+			<include/bench/mfcc_controls_playback.conf>
+		}
+		Object.Widget.mfcc.2 {
+			index $BENCH_CAPTURE_HOST_PIPELINE
+			<include/bench/one_input_output_format_s24_16k.conf>
+			<include/bench/mfcc_controls_capture.conf>
+		}
+		<include/bench/host_gateway_pipelines_s24_16k.conf>
+		<include/bench/mfcc_route.conf>
diff --git a/tools/topology/topology2/include/bench/mfccmel40_10ms_s32.conf b/tools/topology/topology2/include/bench/mfccmel40_10ms_s32.conf
new file mode 100644
index 000000000000..75c01eaf4a43
--- /dev/null
+++ b/tools/topology/topology2/include/bench/mfccmel40_10ms_s32.conf
@@ -0,0 +1,13 @@
+		# Created with script "./bench_comp_generate.sh mfcc"
+		Object.Widget.mfcc.1 {
+			index $BENCH_PLAYBACK_HOST_PIPELINE
+			<include/bench/one_input_output_format_s32_16k.conf>
+			<include/bench/mfcc_controls_playback.conf>
+		}
+		Object.Widget.mfcc.2 {
+			index $BENCH_CAPTURE_HOST_PIPELINE
+			<include/bench/one_input_output_format_s32_16k.conf>
+			<include/bench/mfcc_controls_capture.conf>
+		}
+		<include/bench/host_gateway_pipelines_s32_16k.conf>
+		<include/bench/mfcc_route.conf>
diff --git a/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf b/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
index 7056b9e7cb4b..6c0c52ba09e5 100644
--- a/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
+++ b/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 26-May-2026
+# Exported MFCC configuration 03-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/default.conf b/tools/topology/topology2/include/components/mfcc/default.conf
index 0ac19fa71d04..7284f8209454 100644
--- a/tools/topology/topology2/include/components/mfcc/default.conf
+++ b/tools/topology/topology2/include/components/mfcc/default.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 26-May-2026
+# Exported MFCC configuration 03-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel40.conf b/tools/topology/topology2/include/components/mfcc/mel40.conf
new file mode 100644
index 000000000000..79ecd2b74e62
--- /dev/null
+++ b/tools/topology/topology2/include/components/mfcc/mel40.conf
@@ -0,0 +1,24 @@
+# Exported MFCC configuration 03-Sep-2026
+# cd src/audio/mfcc/tune; octave setup_mfcc.m
+Object.Base.data."mfcc_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0xe0,0x01,0x40,0x01,0x40,0x1f,0x00,0x00,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x00,
+		0x00,0x00,0x00,0x00"
+}
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf
new file mode 100644
index 000000000000..cca9bba95d1b
--- /dev/null
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf
@@ -0,0 +1,24 @@
+# Exported MFCC configuration 03-Sep-2026
+# cd src/audio/mfcc/tune; octave setup_mfcc.m
+Object.Base.data."mfcc_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x00,
+		0x00,0x00,0x00,0x00"
+}
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
new file mode 100644
index 000000000000..26769e6538fb
--- /dev/null
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
@@ -0,0 +1,24 @@
+# Exported MFCC configuration 03-Sep-2026
+# cd src/audio/mfcc/tune; octave setup_mfcc.m
+Object.Base.data."mfcc_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x01,
+		0x00,0x00,0x00,0x00"
+}
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
new file mode 100644
index 000000000000..cb9f76105869
--- /dev/null
+++ b/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
@@ -0,0 +1,24 @@
+# Exported MFCC configuration 03-Sep-2026
+# cd src/audio/mfcc/tune; octave setup_mfcc.m
+Object.Base.data."mfcc_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0xe0,0x01,0x40,0x01,0x40,0x1f,0x00,0x00,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x01,
+		0x00,0x00,0x00,0x00"
+}
diff --git a/tools/topology/topology2/include/components/mfcc/mel80.conf b/tools/topology/topology2/include/components/mfcc/mel80.conf
index b18baadd459b..fd2023c7f408 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 26-May-2026
+# Exported MFCC configuration 03-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_compress.conf b/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
index f26f2af6980c..c219b406f70c 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 26-May-2026
+# Exported MFCC configuration 03-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf b/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
index d225811ca4d1..14b2aaaac2fd 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 26-May-2026
+# Exported MFCC configuration 03-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "

From 66bb61c9c8fb6e400f8f6c5d1eced9cc171ca7ae Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:11:06 +0300
Subject: [PATCH 09/35] audio: mfcc: set DP schedule period from FFT hop
 cadence

The module_adapter DP period helper derives its scheduling period
from the sink's rate and free space. For MFCC the sink is a
phrase-detect / feature stream whose rate is not yet propagated at
prepare time, so the derived period would be bogus (or zero) and the
DP thread would be scheduled at the wrong cadence.

Compute dev->period from the FFT hop size and source rate directly in
mfcc_prepare(). This gives module_adapter a valid override before it
inspects the sinks, and matches the natural cadence at which the MFCC
component produces feature frames.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/mfcc/mfcc.c | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/src/audio/mfcc/mfcc.c b/src/audio/mfcc/mfcc.c
index 88d5d4863d31..bc57d2e8ace4 100644
--- a/src/audio/mfcc/mfcc.c
+++ b/src/audio/mfcc/mfcc.c
@@ -241,12 +241,23 @@ static int mfcc_prepare(struct processing_module *mod,
 
 	/* Initialize MFCC, max_frames is set to dev->frames + 4 */
 	if (cd->config && data_size > 0) {
-		ret = mfcc_setup(mod, dev->frames + 4, audio_stream_get_rate(&sourceb->stream),
+		uint32_t src_rate = audio_stream_get_rate(&sourceb->stream);
+
+		ret = mfcc_setup(mod, dev->frames + 4, src_rate,
 				 audio_stream_get_channels(&sourceb->stream));
 		if (ret < 0) {
 			comp_err(dev, "setup failed.");
 			return ret;
 		}
+
+		/* Set DP scheduling period from FFT hop cadence; sink rate is
+		 * not yet propagated at prepare time so module_adapter cannot
+		 * derive it from mod->sinks[].
+		 */
+		if (src_rate && cd->state.fft.fft_hop_size)
+			dev->period = (uint32_t)(1000000ULL *
+						 cd->state.fft.fft_hop_size /
+						 src_rate);
 	} else {
 		comp_err(dev, "configuration is missing.");
 		return -EINVAL;

From ba903bfd1bc3c595e9ae3ba04d6074abc6a750aa Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:11:15 +0300
Subject: [PATCH 10/35] audio: module_adapter: skip zero-rate sinks in DP
 period calc

module_adapter_calculate_dp_period() divides by
sink_get_frame_bytes() * sink_get_rate() for every sink of the
module. Phrase-detect / event modules such as microWakeWord expose
sinks that carry no audio data: their rate and frame size are zero,
which crashes the DP scheduler with a divide-by-zero.

Skip any sink whose frame_bytes or rate is zero. Modules with such
sinks are expected to set dev->period themselves (as MFCC now does
based on its FFT hop cadence).

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/module_adapter/module_adapter.c | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/src/audio/module_adapter/module_adapter.c b/src/audio/module_adapter/module_adapter.c
index 98234daa082c..b890e04aa9a7 100644
--- a/src/audio/module_adapter/module_adapter.c
+++ b/src/audio/module_adapter/module_adapter.c
@@ -388,12 +388,21 @@ static void module_adapter_calculate_dp_period(struct comp_dev *dev)
 	unsigned int period = UINT32_MAX;
 
 	for (int i = 0; i < mod->num_of_sinks; i++) {
+		unsigned int frame_bytes = sink_get_frame_bytes(mod->sinks[i]);
+		unsigned int rate = sink_get_rate(mod->sinks[i]);
+
+		/* Skip sinks that don't produce audio data (e.g. phrase detect
+		 * modules emit events, no rate/frame bytes) to avoid divide by
+		 * zero. The module is expected to set dev->period itself.
+		 */
+		if (!frame_bytes || !rate)
+			continue;
+
 		/* calculate time required the module to provide OBS data portion - a period
 		 * use 64bit integers to avoid overflows
 		 */
 		unsigned int sink_period = 1000000ULL * sink_get_min_free_space(mod->sinks[i]) /
-					   (sink_get_frame_bytes(mod->sinks[i]) *
-					   sink_get_rate(mod->sinks[i]));
+					   (frame_bytes * rate);
 		/* note the minimal period for the module */
 		if (period > sink_period)
 			period = sink_period;

From 4e1c2630e25e819dd2c604644aa5ba6fd94c1865 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:11:24 +0300
Subject: [PATCH 11/35] sink: guard sink_get_free_frames against zero frame
 size

sink_get_free_frames() unconditionally divided by
sink_get_frame_bytes(), assuming the format had been fully propagated
by the time a module queried the sink. That does not hold for
component-to-component sinks whose format is set only after the
upstream component finishes its own prepare (e.g. SRC->KPB before KPB
publishes its input buffer format), leading to a divide-by-zero.

Return 0 when frame_bytes is zero, mirroring the guard that already
exists in source_get_data_frames_available().

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/module/audio/sink_api.c | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/src/module/audio/sink_api.c b/src/module/audio/sink_api.c
index 969b37f5a987..d3b856e7dcc2 100644
--- a/src/module/audio/sink_api.c
+++ b/src/module/audio/sink_api.c
@@ -109,12 +109,16 @@ EXPORT_SYMBOL(sink_get_frame_bytes);
 
 size_t sink_get_free_frames(struct sof_sink *sink)
 {
-	/* The frame size is a valid divisor: a host channel count of zero is
-	 * rejected at module init (module_adapter_ipc4.c) before it reaches
-	 * the stream, and the sample size is fixed by a valid frame format, so
-	 * this is not re-checked on the hot path.
+	uint32_t frame_bytes = sink_get_frame_bytes(sink);
+
+	/* frame_bytes can be 0 on a component-to-component sink whose format
+	 * hasn't been propagated yet (e.g. SRC->KPB before the KPB side sets
+	 * its input buffer format). Mirror source_get_data_frames_available().
 	 */
-	return sink_get_free_size(sink) / sink_get_frame_bytes(sink);
+	if (frame_bytes > 0)
+		return sink_get_free_size(sink) / frame_bytes;
+	else
+		return 0;
 }
 EXPORT_SYMBOL(sink_get_free_frames);
 

From 28ebb96a8f46429749bfdc6e5e9c365fb6ed2e10 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:11:49 +0300
Subject: [PATCH 12/35] vregion: include llext/symbol.h for EXPORT_SYMBOL

vregion.c uses EXPORT_SYMBOL() but only picked the macro up indirectly
through other headers. When those headers stop pulling llext/symbol.h
in (e.g. depending on Kconfig knobs) the build fails with an implicit
declaration. Include the header directly.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 zephyr/lib/vregion.c | 1 +
 1 file changed, 1 insertion(+)

diff --git a/zephyr/lib/vregion.c b/zephyr/lib/vregion.c
index 1653d48a9a66..41831ed7ef01 100644
--- a/zephyr/lib/vregion.c
+++ b/zephyr/lib/vregion.c
@@ -9,6 +9,7 @@
 #include <zephyr/init.h>
 #include <zephyr/kernel.h>
 #include <zephyr/app_memory/mem_domain.h>
+#include <zephyr/llext/symbol.h>
 #include <zephyr/logging/log.h>
 #include <sof/lib/vpage.h>
 #include <sof/lib/vregion.h>

From 5ef344baa021125c07147ececa0d5f43ca9e810e Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:12:01 +0300
Subject: [PATCH 13/35] audio: mfcc: tune: disable VAD control updates for
 mel40_10ms_compress

The mel40_10ms_compress profile is used by the microWakeWord capture
pipelines, where the MFCC widget lives inside a compress/encoder
stream. The kernel currently cannot map an encoder-hosted MFCC
back to a topology widget for SOF_IPC4_MODULE_NOTIFICATION events,
so every VAD state change floods the mailbox with unmatched
notifications and eventually times out MOD_SET_DX at teardown.

Set update_controls = false for this profile so the firmware does not
emit those notifications at all. Regenerate the exported blob (byte
142 flips from 0x01 to 0x00). Other profiles that ship the same date
comment are refreshed by the same octave run and are otherwise
unchanged.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/mfcc/tune/setup_mfcc.m                              | 1 +
 .../include/components/mfcc/ceps13_compress_dtx.conf          | 2 +-
 tools/topology/topology2/include/components/mfcc/default.conf | 2 +-
 tools/topology/topology2/include/components/mfcc/mel40.conf   | 2 +-
 .../topology2/include/components/mfcc/mel40_10ms.conf         | 2 +-
 .../include/components/mfcc/mel40_10ms_compress.conf          | 4 ++--
 .../topology2/include/components/mfcc/mel40_compress.conf     | 2 +-
 tools/topology/topology2/include/components/mfcc/mel80.conf   | 2 +-
 .../topology2/include/components/mfcc/mel80_compress.conf     | 2 +-
 .../topology2/include/components/mfcc/mel80_compress_dtx.conf | 2 +-
 10 files changed, 11 insertions(+), 10 deletions(-)

diff --git a/src/audio/mfcc/tune/setup_mfcc.m b/src/audio/mfcc/tune/setup_mfcc.m
index 13ffea4955ec..e8578a264826 100644
--- a/src/audio/mfcc/tune/setup_mfcc.m
+++ b/src/audio/mfcc/tune/setup_mfcc.m
@@ -72,6 +72,7 @@ function setup_mfcc()
 	setup.low_freq = 125;
 	setup.high_freq = 7500;
 	setup.compress_output = true;
+	setup.update_controls = false;
 	setup.tplg_fn = 'mel40_10ms_compress.conf';
 	export_mfcc_setup(gen_cfg, setup);
 
diff --git a/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf b/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
index 6c0c52ba09e5..ce4b7b65c1e5 100644
--- a/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
+++ b/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/default.conf b/tools/topology/topology2/include/components/mfcc/default.conf
index 7284f8209454..eaf74a2b7390 100644
--- a/tools/topology/topology2/include/components/mfcc/default.conf
+++ b/tools/topology/topology2/include/components/mfcc/default.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel40.conf b/tools/topology/topology2/include/components/mfcc/mel40.conf
index 79ecd2b74e62..f18ad76f31b9 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf
index cca9bba95d1b..bf2bdd39bb5f 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
index 26769e6538fb..232e655df15c 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -19,6 +19,6 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
index cb9f76105869..ac3627d2ae49 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel80.conf b/tools/topology/topology2/include/components/mfcc/mel80.conf
index fd2023c7f408..f1d98ea5c002 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_compress.conf b/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
index c219b406f70c..a56c1b60e335 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf b/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
index 14b2aaaac2fd..2264afbd1086 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 03-Sep-2026
+# Exported MFCC configuration 11-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "

From 3c1d07ce3f97527298df7fa8bdc7f7a27e11ecb8 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 9 Sep 2026 14:16:50 +0300
Subject: [PATCH 14/35] audio: pipeline: guard against NULL source or sink in
 pipeline_copy()

When a pipeline is being stopped or unbound, the component unbind
handler may clear pipeline->source_comp before the low-latency
copy task finishes its final execution tick. Attempting to access
p->source_comp->direction without checking for NULL triggers a
synchronous PIF exception (DSP panic).

Add NULL checks for p->source_comp and start before proceeding
with the pipeline graph copy walk, returning 0 cleanly if the
pipeline endpoints are no longer valid.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/pipeline/pipeline-stream.c | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/audio/pipeline/pipeline-stream.c b/src/audio/pipeline/pipeline-stream.c
index 5fd795e818db..d3cb59026c3f 100644
--- a/src/audio/pipeline/pipeline-stream.c
+++ b/src/audio/pipeline/pipeline-stream.c
@@ -179,6 +179,11 @@ int pipeline_copy(struct pipeline *p)
 
 	PPL_LOCK(p->core);
 
+	if (!p->source_comp) {
+		PPL_UNLOCK();
+		return 0;
+	}
+
 	if (p->source_comp->direction == SOF_IPC_STREAM_PLAYBACK) {
 		dir = PPL_DIR_UPSTREAM;
 		start = p->sink_comp;
@@ -187,6 +192,11 @@ int pipeline_copy(struct pipeline *p)
 		start = p->source_comp;
 	}
 
+	if (!start) {
+		PPL_UNLOCK();
+		return 0;
+	}
+
 	data.start = start;
 	data.p = p;
 

From 3cca033245aaff8052d469c3aa4cb087b2d7bfe2 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:19:12 +0300
Subject: [PATCH 15/35] math: audio: add PCAN (Per-Channel AGC Normalization)
 support

Add PCAN (Per-Channel AGC Normalization) fixed-point math library for
normalizing mel filterbank energies. PCAN estimates per-channel noise
background, applies non-linear wide-dynamic-range AGC compression with
fixed-point LUT gain lookup, and delivers scaled features for streaming
keyword-spotting networks.

Include ztest test suite with MATLAB reference models covering gain lookup,
noise estimation, dynamic shrinking, stream processing, and corner cases.
Also add tflite-micro dependency to west.yml.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/include/sof/math/auditory.h               |   4 +
 src/include/sof/math/pcan.h                   | 135 ++++++++++
 src/math/CMakeLists.txt                       |   4 +
 src/math/Kconfig                              |  11 +
 src/math/auditory/mel_filterbank_32.c         |  77 +++++-
 src/math/pcan/CMakeLists.txt                  |  37 +++
 src/math/pcan/README.md                       | 105 ++++++++
 src/math/pcan/pcan.c                          | 246 ++++++++++++++++++
 test/cmocka/src/math/auditory/CMakeLists.txt  |   1 +
 .../unit/math/advanced/pcan/CMakeLists.txt    |  61 +++++
 .../math/advanced/pcan/pcan_gain_lookup.m     |  77 ++++++
 .../math/advanced/pcan/pcan_noise_estimate.m  |  37 +++
 .../unit/math/advanced/pcan/pcan_process.m    |  55 ++++
 .../unit/math/advanced/pcan/pcan_shrink.m     |  41 +++
 .../ztest/unit/math/advanced/pcan/pcan_test.c | 173 ++++++++++++
 .../advanced/pcan/pcan_wide_dynamic_func.m    |  56 ++++
 test/ztest/unit/math/advanced/pcan/prj.conf   |   2 +
 test/ztest/unit/math/advanced/pcan/ref_pcan.m | 212 +++++++++++++++
 .../math/advanced/pcan/ref_pcan_corners.h     |  28 ++
 .../unit/math/advanced/pcan/ref_pcan_func.h   |  47 ++++
 .../unit/math/advanced/pcan/ref_pcan_lut.h    |  45 ++++
 .../unit/math/advanced/pcan/ref_pcan_stream.h | 132 ++++++++++
 .../unit/math/advanced/pcan/testcase.yaml     |  14 +
 west.yml                                      |   8 +
 24 files changed, 1594 insertions(+), 14 deletions(-)
 create mode 100644 src/include/sof/math/pcan.h
 create mode 100644 src/math/pcan/CMakeLists.txt
 create mode 100644 src/math/pcan/README.md
 create mode 100644 src/math/pcan/pcan.c
 create mode 100644 test/ztest/unit/math/advanced/pcan/CMakeLists.txt
 create mode 100644 test/ztest/unit/math/advanced/pcan/pcan_gain_lookup.m
 create mode 100644 test/ztest/unit/math/advanced/pcan/pcan_noise_estimate.m
 create mode 100644 test/ztest/unit/math/advanced/pcan/pcan_process.m
 create mode 100644 test/ztest/unit/math/advanced/pcan/pcan_shrink.m
 create mode 100644 test/ztest/unit/math/advanced/pcan/pcan_test.c
 create mode 100644 test/ztest/unit/math/advanced/pcan/pcan_wide_dynamic_func.m
 create mode 100644 test/ztest/unit/math/advanced/pcan/prj.conf
 create mode 100644 test/ztest/unit/math/advanced/pcan/ref_pcan.m
 create mode 100644 test/ztest/unit/math/advanced/pcan/ref_pcan_corners.h
 create mode 100644 test/ztest/unit/math/advanced/pcan/ref_pcan_func.h
 create mode 100644 test/ztest/unit/math/advanced/pcan/ref_pcan_lut.h
 create mode 100644 test/ztest/unit/math/advanced/pcan/ref_pcan_stream.h
 create mode 100644 test/ztest/unit/math/advanced/pcan/testcase.yaml

diff --git a/src/include/sof/math/auditory.h b/src/include/sof/math/auditory.h
index a68f0468d591..32c07803c613 100644
--- a/src/include/sof/math/auditory.h
+++ b/src/include/sof/math/auditory.h
@@ -111,4 +111,8 @@ void psy_apply_mel_filterbank_16(struct psy_mel_filterbank *mel_fb, struct icomp
 void psy_apply_mel_filterbank_32(struct psy_mel_filterbank *mel_fb, struct icomplex32 *fft_out,
 				 int32_t *power_spectra, int32_t *mel_log, int bitshift);
 
+void psy_apply_mel_filterbank_with_linear_32(struct psy_mel_filterbank *mel_fb, struct icomplex32 *fft_out,
+					    int32_t *power_spectra, int32_t *mel_log,
+					    uint32_t *mel_linear, int bitshift);
+
 #endif /* __SOF_MATH_AUDITORY_H__ */
diff --git a/src/include/sof/math/pcan.h b/src/include/sof/math/pcan.h
new file mode 100644
index 000000000000..494e193026b4
--- /dev/null
+++ b/src/include/sof/math/pcan.h
@@ -0,0 +1,135 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ *
+ * Copyright(c) 2026 Intel Corporation. All rights reserved.
+ *
+ * Author: Antigravity AI & SOF Team
+ */
+
+/**
+ * \file include/sof/math/pcan.h
+ * \brief Per-Channel AGC Normalization (PCAN) library interface
+ *
+ * Wraps and integrates Google's upstream TFLite Micro microfrontend
+ * library (under Apache-2.0 with patent grant protection).
+ */
+
+#ifndef __SOF_MATH_PCAN_H__
+#define __SOF_MATH_PCAN_H__
+
+#include <stdbool.h>
+#include <stddef.h>
+#include <stdint.h>
+
+#include "tensorflow/lite/experimental/microfrontend/lib/bits.h"
+#include "tensorflow/lite/experimental/microfrontend/lib/pcan_gain_control.h"
+#include "tensorflow/lite/experimental/microfrontend/lib/pcan_gain_control_util.h"
+#include "tensorflow/lite/experimental/microfrontend/lib/noise_reduction.h"
+#include "tensorflow/lite/experimental/microfrontend/lib/noise_reduction_util.h"
+#include "tensorflow/lite/experimental/microfrontend/lib/log_scale.h"
+
+#define PCAN_SNR_BITS			kPcanSnrBits		/* 12 */
+#define PCAN_OUTPUT_BITS		kPcanOutputBits		/* 6 */
+#define PCAN_SMOOTHING_COEF_BITS	kNoiseReductionBits	/* 14 */
+#define PCAN_WIDE_DYNAMIC_BITS		kWideDynamicFunctionBits /* 32 */
+#define PCAN_LUT_SIZE			kWideDynamicFunctionLUTSize /* 125 */
+
+/**
+ * \brief SOF PCAN configuration structure.
+ */
+struct pcan_config {
+	float strength;			/**< Exponent alpha (e.g. 0.95) */
+	float offset;			/**< Additive offset delta (e.g. 80.0) */
+	int32_t gain_bits;		/**< Gain bit shift (e.g. 21) */
+	uint16_t smoothing_coef;	/**< IIR smoothing coefficient in Q14 (e.g. 819 for 0.05) */
+	uint16_t smoothing_bits;	/**< Bit shift for noise estimate (e.g. 10) */
+	int32_t input_correction_bits;	/**< Input correction bits shift (e.g. 0) */
+	bool enable_pcan;		/**< Enable flag */
+};
+
+/**
+ * \brief SOF PCAN runtime state wrapper.
+ */
+struct pcan_state {
+	struct PcanGainControlState g_pcan;	/**< Google upstream PCAN state */
+	struct NoiseReductionState g_noise;	/**< Google upstream Noise Reduction state */
+	struct LogScaleState g_log_scale;	/**< Google upstream LogScale state */
+	uint32_t *noise_estimate;		/**< Pointer to noise estimate buffer */
+	int16_t *gain_lut;			/**< Pointer to gain LUT */
+	int num_channels;			/**< Number of channels */
+	int32_t snr_shift;			/**< SNR bit shift */
+	uint16_t smoothing_bits;		/**< Smoothing bits */
+	bool enable_pcan;			/**< PCAN enabled */
+	bool allocated_noise;			/**< Internally allocated noise buffer */
+	bool allocated_lut;			/**< Internally allocated gain LUT buffer */
+};
+
+/**
+ * \brief Evaluate Google's WideDynamicFunction.
+ */
+static inline int16_t pcan_wide_dynamic_function(uint32_t x, const int16_t *lut)
+{
+	return WideDynamicFunction(x, lut);
+}
+
+/**
+ * \brief Evaluate Google's PcanShrink.
+ */
+static inline uint32_t pcan_shrink(uint32_t x)
+{
+	return PcanShrink(x);
+}
+
+/**
+ * \brief Compute single point in continuous PCAN gain curve.
+ */
+int16_t pcan_gain_lookup_function(float strength, float offset, int32_t gain_bits,
+				  int32_t input_bits, uint32_t x);
+
+/**
+ * \brief Fill 125-entry gain lookup table for WideDynamicFunction.
+ */
+int pcan_compute_lut(float strength, float offset, int32_t gain_bits,
+		     int32_t input_bits, int16_t *gain_lut);
+
+/**
+ * \brief Initialize PCAN state with supplied buffers or allocate them.
+ */
+int pcan_populate_state(const struct pcan_config *config, struct pcan_state *state,
+			uint32_t *noise_estimate_buffer, int16_t *gain_lut_buffer,
+			int num_channels, uint16_t smoothing_bits,
+			int32_t input_correction_bits);
+
+/**
+ * \brief Free allocated resources in PCAN state.
+ */
+void pcan_free_state(struct pcan_state *state);
+
+/**
+ * \brief Reset PCAN temporal state.
+ */
+void pcan_reset(struct pcan_state *state);
+
+/**
+ * \brief Apply noise reduction and update noise estimate using Google's NoiseReductionApply.
+ */
+static inline void pcan_noise_reduction(struct pcan_state *state, uint32_t *signal)
+{
+	if (state && state->enable_pcan)
+		NoiseReductionApply(&state->g_noise, signal);
+}
+
+/**
+ * \brief Apply PCAN gain control and compression using Google's PcanGainControlApply.
+ */
+static inline void pcan_apply(struct pcan_state *state, uint32_t *signal)
+{
+	if (state && state->enable_pcan)
+		PcanGainControlApply(&state->g_pcan, signal);
+}
+
+/**
+ * \brief Apply Google's fixed-point logarithm and scale to signal in-place.
+ */
+void pcan_log_scale(struct pcan_state *state, uint32_t *signal);
+
+#endif /* __SOF_MATH_PCAN_H__ */
diff --git a/src/math/CMakeLists.txt b/src/math/CMakeLists.txt
index a52263006295..4f950725e3d5 100644
--- a/src/math/CMakeLists.txt
+++ b/src/math/CMakeLists.txt
@@ -83,6 +83,10 @@ if(CONFIG_MATH_AUDITORY)
   add_subdirectory(auditory)
 endif()
 
+if(CONFIG_MATH_PCAN)
+  add_subdirectory(pcan)
+endif()
+
 if(CONFIG_MATH_DCT)
   list(APPEND base_files dct.c)
 endif()
diff --git a/src/math/Kconfig b/src/math/Kconfig
index 1feaab8f03d1..934a6a9776e6 100644
--- a/src/math/Kconfig
+++ b/src/math/Kconfig
@@ -287,6 +287,17 @@ config MATH_32BIT_MEL_FILTERBANK
 
 endmenu
 
+config MATH_PCAN
+	bool "PCAN (Per-Channel AGC Normalization) library"
+	default n
+	select BINARY_LOGARITHM_FIXED
+	select MATH_EXP
+	select NATURAL_LOGARITHM_FIXED
+	help
+	  Select this to build PCAN (Per-Channel Automatic Gain Control Normalization)
+	  library. PCAN performs dynamic per-channel gain control and piecewise polynomial
+	  root compression across time to suppress stationary noise and enhance acoustic transients.
+
 config MATH_DCT
 	bool "DCT transform library"
 	default n
diff --git a/src/math/auditory/mel_filterbank_32.c b/src/math/auditory/mel_filterbank_32.c
index 414ddf482f93..18244cf64990 100644
--- a/src/math/auditory/mel_filterbank_32.c
+++ b/src/math/auditory/mel_filterbank_32.c
@@ -9,10 +9,23 @@
 #include <sof/math/icomplex32.h>
 #include <sof/math/log.h>
 #include <sof/math/numbers.h>
+#include <sof/math/sqrt.h>
 #include <stdint.h>
 
-void psy_apply_mel_filterbank_32(struct psy_mel_filterbank *fb, struct icomplex32 *fft_out,
-				 int32_t *power_spectra, int32_t *mel_log, int bitshift)
+static inline uint32_t mel_sqrt32(uint32_t num)
+{
+	if (num == 0)
+		return 0;
+
+	/* sofm_sqrt_int32 treats input as Q2.30, returning sqrt(n)*2^15.
+	 * Scale down by 2^15 with rounding to obtain integer sqrt(num).
+	 */
+	return (uint32_t)((sofm_sqrt_int32((int32_t)num) + (1 << 14)) >> 15);
+}
+
+void psy_apply_mel_filterbank_with_linear_32(struct psy_mel_filterbank *fb, struct icomplex32 *fft_out,
+					    int32_t *power_spectra, int32_t *mel_log,
+					    uint32_t *mel_linear, int bitshift)
 {
 	int64_t pmax;
 	int64_t p;
@@ -67,20 +80,56 @@ void psy_apply_mel_filterbank_32(struct psy_mel_filterbank *fb, struct icomplex3
 		 */
 		log_arg = sat_int32(Q_SHIFT_RND(p, 45, 25));
 		log_arg = MAX(log_arg, AUDITORY_EPS_Q31);
-		log = base2_logarithm((uint32_t)log_arg);
-		log -= AUDITORY_LOG2_2P25_Q16;
 
-		/* Compensate Mel triangles scale */
-		log += fb->scale_log2;
+		if (mel_linear) {
+			/* Compensate dynamic lshift and FFT bitshift so mel_linear reflects
+			 * true acoustic magnitude calibrated to Google microfrontend range.
+			 */
+			uint32_t s = mel_sqrt32((uint32_t)log_arg);
+			/* Total power shift applied was: lshift + 2 * bitshift */
+			int neg_shift = -((int32_t)lshift + 2 * bitshift);
+			int int_shift = neg_shift >> 1;
+			int frac_shift = neg_shift & 1;
 
-		/* Subtract the applied lshift for power spectra
-		 * log2(x * 2^(-n)) = log2(x) - n. Note that the bitshift need to be subtracted
-		 * as doubled because it was applied in linear domain, from log(x * 2^(-2 * n))
-		 */
-		log -= ((int32_t)lshift + 2 * bitshift) << 16;
+			uint64_t s_comp = s;
+			if (frac_shift)
+				s_comp = (s_comp * 46341U) >> 15; /* 46341 / 32768 ~= sqrt(2) */
+
+			if (int_shift > 0)
+				s_comp <<= int_shift;
+			else if (int_shift < 0)
+				s_comp >>= -int_shift;
+
+			/* Scale to Google microfrontend range: 25826 / 32768 ~= 0.788 */
+			s_comp = (s_comp * 25826U) >> 15;
+			if (s_comp > 65535U)
+				s_comp = 65535U;
 
-		/* Scale for desired log, output as Q9.23 */
-		log = Q_MULTSR_32X32((int64_t)log, fb->log_mult, 16, 29, 23);
-		mel_log[i] = log; /* Q9.23 */
+			mel_linear[i] = (uint32_t)s_comp;
+		}
+
+		if (mel_log) {
+			log = base2_logarithm((uint32_t)log_arg);
+			log -= AUDITORY_LOG2_2P25_Q16;
+
+			/* Compensate Mel triangles scale */
+			log += fb->scale_log2;
+
+			/* Subtract the applied lshift for power spectra
+			 * log2(x * 2^(-n)) = log2(x) - n. Note that the bitshift need to be subtracted
+			 * as doubled because it was applied in linear domain, from log(x * 2^(-2 * n))
+			 */
+			log -= ((int32_t)lshift + 2 * bitshift) << 16;
+
+			/* Scale for desired log, output as Q9.23 */
+			log = Q_MULTSR_32X32((int64_t)log, fb->log_mult, 16, 29, 23);
+			mel_log[i] = log; /* Q9.23 */
+		}
 	}
 }
+
+void psy_apply_mel_filterbank_32(struct psy_mel_filterbank *fb, struct icomplex32 *fft_out,
+				 int32_t *power_spectra, int32_t *mel_log, int bitshift)
+{
+	psy_apply_mel_filterbank_with_linear_32(fb, fft_out, power_spectra, mel_log, NULL, bitshift);
+}
diff --git a/src/math/pcan/CMakeLists.txt b/src/math/pcan/CMakeLists.txt
new file mode 100644
index 000000000000..0d94a9d79075
--- /dev/null
+++ b/src/math/pcan/CMakeLists.txt
@@ -0,0 +1,37 @@
+# SPDX-License-Identifier: BSD-3-Clause
+
+if(NOT DEFINED TFLM_PATH)
+  if(EXISTS "${sof_top_dir}/../tflite-micro")
+    set(TFLM_PATH "${sof_top_dir}/../tflite-micro")
+  elseif(EXISTS "${PROJECT_SOURCE_DIR}/../tflite-micro")
+    set(TFLM_PATH "${PROJECT_SOURCE_DIR}/../tflite-micro")
+  elseif(EXISTS "${CMAKE_CURRENT_LIST_DIR}/../../../../tflite-micro")
+    set(TFLM_PATH "${CMAKE_CURRENT_LIST_DIR}/../../../../tflite-micro")
+  endif()
+endif()
+
+set(MICROFRONTEND_DIR ${TFLM_PATH}/tensorflow/lite/experimental/microfrontend/lib)
+
+set(base_files
+  pcan.c
+  ${MICROFRONTEND_DIR}/pcan_gain_control.c
+  ${MICROFRONTEND_DIR}/noise_reduction.c
+  ${MICROFRONTEND_DIR}/noise_reduction_util.c
+  ${MICROFRONTEND_DIR}/log_scale.c
+  ${MICROFRONTEND_DIR}/log_lut.c
+)
+
+is_zephyr(zephyr)
+if(zephyr) ###  Zephyr ###
+
+  zephyr_include_directories(${TFLM_PATH})
+  zephyr_library_sources(
+    ${base_files}
+  )
+
+else() ### library, e.g. testbench or plugin ###
+
+  include_directories(${TFLM_PATH})
+  add_local_sources(sof ${base_files})
+
+endif()
diff --git a/src/math/pcan/README.md b/src/math/pcan/README.md
new file mode 100644
index 000000000000..d038b733fa54
--- /dev/null
+++ b/src/math/pcan/README.md
@@ -0,0 +1,105 @@
+# Per-Channel AGC Normalization (PCAN) Math Library
+
+This directory contains the **PCAN (Per-Channel Automatic Gain Control Normalization)** library for Sound Open Firmware (SOF), integrating Google's upstream `microfrontend` library from [TFLite Micro](https://github.com/tensorflow/tflite-micro/tree/main/tensorflow/lite/experimental/microfrontend/lib) under the **Apache 2.0 license** with express patent grant protection.
+
+---
+
+## 1. Overview & Mathematical Formulation
+
+PCAN applies per-channel adaptive dynamic gain control and root dynamic range compression across time to linear filterbank energies (e.g. Mel spectrogram bins), suppressing stationary background noise while enhancing transient acoustic events (speech onsets, keywords).
+
+```
+                  +-------------------------------------------------------------+
+                  |               Input Filterbank Energy Matrix                |
+                  |                   E_in[channel, frame]                      |
+                  +-------------------------------------------------------------+
+                                                 |
+                                                 v
++---------------------------------------------------------------------------------------------+
+|                                  PCAN Processing Stages                                     |
+|                                                                                             |
+|  1. Temporal Noise Estimation (IIR Smoothing):                                              |
+|     E_est[k] = ((E_in[k] << smoothing_bits)*alpha_s + E_est[k]*(1 - alpha_s)) >> 14         |
+|                                                                                             |
+|  2. Piecewise Quadratic Octave Gain Lookup:                                                 |
+|     gain[k] = WideDynamicFunction(E_est[k], gain_lut)                                       |
+|               - Fast single-cycle CLZ/MSB (AE_NSAU on Tensilica HiFi)                       |
+|               - 10-bit fractional index quadratic interpolation                             |
+|                                                                                             |
+|  3. Dynamic Gain & Root Polynomial Compression:                                             |
+|     SNR[k] = ((uint64_t)E_in[k] * gain[k]) >> snr_shift                                     |
+|     E_out[k] = PcanShrink(SNR[k])                                                           |
+|                - If SNR[k] < 8192 (2 << 12):  SNR[k]^2 >> 20                                |
+|                - If SNR[k] >= 8192:           (SNR[k] >> 6) - 64                            |
++---------------------------------------------------------------------------------------------+
+                                                 |
+                                                 v
+                  +-------------------------------------------------------------+
+                  |                PCAN-Normalized Feature Tensor               |
+                  |                   E_out[channel, frame]                     |
+                  +-------------------------------------------------------------+
+```
+
+---
+
+## 2. Dependencies
+
+The PCAN math library requires the following tools and repositories:
+
+| Dependency | Required Version | Description |
+|---|---|---|
+| **West Manifest (`west.yml`)** | $\ge 0.13$ | Pulls `tflite-micro` workspace dependency via `west update` |
+| **TFLite-Micro** | Git revision `e86d97b6` | Upstream Google microfrontend C source files (`pcan_gain_control.c`, `noise_reduction.c`, `bits.h`) |
+| **CMake** | $\ge 3.13$ | SOF build and configuration system |
+| **Host Toolchain** | GCC $\ge 9.0$ / Clang $\ge 11.0$ | For building host testbench and CMocka unit tests |
+| **DSP Toolchains** | Zephyr SDK / Xtensa XCC / Clang | For building target firmware with HiFi3 / HiFi4 / HiFi5 intrinsics |
+| **CMocka** | Built with SOF | Unit testing framework for bit-exact validation |
+| **GNU Octave** | $\ge 5.0$ | Reference modeling and golden test vector generation |
+
+---
+
+## 3. Build & Test Instructions
+
+### 3.1 Synchronize Workspace via West
+Ensure `tflite-micro` is pulled and synchronized in your workspace:
+```bash
+cd /path/to/sof-workspace
+west update
+```
+
+### 3.2 Build and Run CMocka Unit Tests (Host)
+Configure and run the 5-phase PCAN unit test suite on the host:
+```bash
+# Configure unit test build
+cmake -S sof -B build_ut -DBUILD_UNIT_TESTS=ON -DBUILD_UNIT_TESTS_HOST=ON -DINIT_CONFIG=unit_test_defconfig
+
+# Build PCAN unit test binary
+cmake --build build_ut --target pcan
+
+# Run PCAN test executable directly
+./build_ut/test/cmocka/src/math/pcan/pcan
+
+# Or run via CTest with full math regression
+ctest --test-dir build_ut -R "pcan|auditory|dct|matrix|window|fft" --output-on-failure
+```
+
+### 3.3 Regenerate Octave Golden Reference Vectors
+To re-generate or verify golden test headers from the Octave reference suite:
+```bash
+cd test/cmocka/src/math/pcan
+octave-cli --eval "ref_pcan"
+```
+This updates `ref_pcan_lut.h`, `ref_pcan_func.h`, `ref_pcan_stream.h`, and `ref_pcan_corners.h`.
+
+### 3.4 Build Target Firmware (Zephyr / SOF)
+When building SOF for a target DSP platform (e.g. Intel ACE15 / Meteor Lake / Arrow Lake):
+```bash
+west build -b intel_adsp_ace15_mtpm app
+```
+
+---
+
+## 4. Kconfig & CMake Options
+
+- `CONFIG_MATH_PCAN`: Enables building the PCAN math library and links Google's microfrontend C source files.
+- `CONFIG_COMP_MFCC`: Automatically selects `CONFIG_MATH_PCAN` when MFCC feature extraction is enabled.
diff --git a/src/math/pcan/pcan.c b/src/math/pcan/pcan.c
new file mode 100644
index 000000000000..eb2fccb6b1c5
--- /dev/null
+++ b/src/math/pcan/pcan.c
@@ -0,0 +1,246 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+//
+// Author: Antigravity AI & SOF Team
+
+#include <sof/math/exp_fcn.h>
+#include <sof/math/log.h>
+#include <sof/math/pcan.h>
+#include <errno.h>
+#include <stdlib.h>
+#include <string.h>
+
+/* ln(2) in Q5.27:  round(ln(2) * 2^27) */
+#define PCAN_LN2_Q27		93032640
+
+/* Convert PCAN config floats to fixed-point (init-time only). */
+static inline int32_t pcan_strength_q15(float strength)
+{
+	return (int32_t)(strength * 32768.0f + 0.5f);
+}
+
+static inline int32_t pcan_offset_q7(float offset)
+{
+	return (int32_t)(offset * 128.0f + 0.5f);
+}
+
+int16_t pcan_gain_lookup_function(float strength, float offset, int32_t gain_bits,
+				  int32_t input_bits, uint32_t x)
+{
+	const int32_t strength_q15 = pcan_strength_q15(strength);
+	const int32_t offset_q7 = pcan_offset_q7(offset);
+	uint64_t u64;
+	uint32_t u32;
+	uint32_t ln_u_q27;
+	int32_t ln_actual_q27;
+	int64_t s_ln;
+	int32_t exp_arg_q27;
+	int32_t exp_arg_ceiling;
+	int32_t gain_q20;
+	int32_t gain;
+
+	/* u = x + offset * 2^input_bits, matches upstream's (x_as_float + offset) in fixed-point. */
+	u64 = (uint64_t)x + (((uint64_t)offset_q7 << input_bits) >> 7);
+	if (u64 == 0)
+		u64 = 1;
+	u32 = (u64 > 0xFFFFFFFFu) ? 0xFFFFFFFFu : (uint32_t)u64;
+
+	/* ln(u) as UQ5.27. */
+	ln_u_q27 = ln_int32(u32);
+
+	/* ln(x_as_float + offset) = ln(u) - input_bits * ln(2), in Q5.27. */
+	ln_actual_q27 = (int32_t)ln_u_q27 - input_bits * PCAN_LN2_Q27;
+
+	/* strength * ln(actual):  Q1.15 * Q5.27 -> Q6.42, shift down 15 -> Q5.27. */
+	s_ln = ((int64_t)strength_q15 * (int64_t)ln_actual_q27) >> 15;
+
+	/* exp_arg = gain_bits * ln(2) - strength * ln(actual), Q5.27. */
+	exp_arg_q27 = gain_bits * PCAN_LN2_Q27 - (int32_t)s_ln;
+
+	/* exp(10.3972) = 32767.5, above this the int16 clamp always fires.
+	 * Q5.27: round(10.3972 * 2^27) = 1395385005.
+	 */
+	exp_arg_ceiling = 1395385005;
+	if (exp_arg_q27 >= exp_arg_ceiling)
+		return INT16_MAX;
+	if (exp_arg_q27 <= -SOFM_EXP_FIXED_INPUT_MAX)
+		return 0;
+
+	/* sofm_exp_fixed returns Q12.20 for input Q5.27 in [-16, +7.6246]. Above the
+	 * upper input bound the output saturates. Handle the intermediate range
+	 * [7.6246, 10.3972] with an explicit split so we still get an accurate value.
+	 */
+	if (exp_arg_q27 > SOFM_EXP_FIXED_INPUT_MAX) {
+		/* exp(a + b) = exp(a) * exp(b); pick b = 5.5 in Q5.27. */
+		const int32_t half_q27 = 738197504;  /* round(5.5 * 2^27) */
+		const int32_t half_exp_q20 = 256590991; /* round(exp(5.5) * 2^20) */
+		int64_t full_q40;
+
+		gain_q20 = sofm_exp_fixed(exp_arg_q27 - half_q27);
+		/* Q12.20 * Q12.20 -> Q24.40. Do the >> 20 to Q(?)20 as int64. */
+		full_q40 = (int64_t)gain_q20 * half_exp_q20;
+		/* Round to integer directly to avoid intermediate int32 overflow. */
+		gain = (int32_t)((full_q40 + ((int64_t)1 << 39)) >> 40);
+		if (gain > INT16_MAX)
+			return INT16_MAX;
+		if (gain < 0)
+			return 0;
+		return (int16_t)gain;
+	}
+
+	gain_q20 = sofm_exp_fixed(exp_arg_q27);
+
+	/* Round to nearest integer (matching upstream: gain_as_float + 0.5f, then cast). */
+	gain = (gain_q20 + (1 << 19)) >> 20;
+	if (gain > INT16_MAX)
+		return INT16_MAX;
+	if (gain < 0)
+		return 0;
+	return (int16_t)gain;
+}
+
+int pcan_compute_lut(float strength, float offset, int32_t gain_bits,
+		     int32_t input_bits, int16_t *gain_lut)
+{
+	int interval;
+
+	if (!gain_lut)
+		return -EINVAL;
+
+	memset(gain_lut, 0, PCAN_LUT_SIZE * sizeof(int16_t));
+
+	/* Layout matches upstream PcanGainControlPopulateState(): entries 0 and 1
+	 * hold the low-x samples, then for intervals 2..kWideDynamicFunctionBits
+	 * the triplet (y0, a1, a2) is stored at (4 * interval - 6, -5, -4).
+	 */
+	gain_lut[0] = pcan_gain_lookup_function(strength, offset, gain_bits, input_bits, 0);
+	gain_lut[1] = pcan_gain_lookup_function(strength, offset, gain_bits, input_bits, 1);
+
+	for (interval = 2; interval <= kWideDynamicFunctionBits; ++interval) {
+		const uint32_t x0 = (uint32_t)1 << (interval - 1);
+		const uint32_t x1 = x0 + (x0 >> 1);
+		const uint32_t x2 = (interval == kWideDynamicFunctionBits) ?
+				    x0 + (x0 - 1) : 2 * x0;
+		const int16_t y0 = pcan_gain_lookup_function(strength, offset, gain_bits,
+							     input_bits, x0);
+		const int16_t y1 = pcan_gain_lookup_function(strength, offset, gain_bits,
+							     input_bits, x1);
+		const int16_t y2 = pcan_gain_lookup_function(strength, offset, gain_bits,
+							     input_bits, x2);
+		const int32_t diff1 = (int32_t)y1 - y0;
+		const int32_t diff2 = (int32_t)y2 - y0;
+		const int32_t a1 = 4 * diff1 - diff2;
+		const int32_t a2 = diff2 - a1;
+
+		gain_lut[4 * interval - 6] = y0;
+		gain_lut[4 * interval - 5] = (int16_t)a1;
+		gain_lut[4 * interval - 4] = (int16_t)a2;
+	}
+
+	return 0;
+}
+
+int pcan_populate_state(const struct pcan_config *config, struct pcan_state *state,
+			uint32_t *noise_estimate_buffer, int16_t *gain_lut_buffer,
+			int num_channels, uint16_t smoothing_bits,
+			int32_t input_correction_bits)
+{
+	int ret;
+
+	if (!config || !state || num_channels <= 0)
+		return -EINVAL;
+
+	memset(state, 0, sizeof(*state));
+	state->enable_pcan = config->enable_pcan;
+	if (!state->enable_pcan)
+		return 0;
+
+	state->num_channels = num_channels;
+	state->smoothing_bits = smoothing_bits;
+	state->snr_shift = config->gain_bits - input_correction_bits - PCAN_SNR_BITS;
+	if (state->snr_shift < 0)
+		return -EINVAL;
+
+	if (noise_estimate_buffer) {
+		state->noise_estimate = noise_estimate_buffer;
+	} else {
+		state->noise_estimate = malloc(num_channels * sizeof(uint32_t));
+		if (!state->noise_estimate)
+			return -ENOMEM;
+		state->allocated_noise = true;
+	}
+	memset(state->noise_estimate, 0, num_channels * sizeof(uint32_t));
+
+	if (gain_lut_buffer) {
+		state->gain_lut = gain_lut_buffer;
+	} else {
+		state->gain_lut = malloc(PCAN_LUT_SIZE * sizeof(int16_t));
+		if (!state->gain_lut) {
+			pcan_free_state(state);
+			return -ENOMEM;
+		}
+		state->allocated_lut = true;
+	}
+
+	ret = pcan_compute_lut(config->strength, config->offset, config->gain_bits,
+			       (int32_t)smoothing_bits - input_correction_bits,
+			       state->gain_lut);
+	if (ret < 0) {
+		pcan_free_state(state);
+		return ret;
+	}
+
+	/* Mirror the SOF state into the upstream struct consumed by PcanGainControlApply(). */
+	state->g_pcan.enable_pcan = 1;
+	state->g_pcan.noise_estimate = state->noise_estimate;
+	state->g_pcan.num_channels = num_channels;
+	state->g_pcan.gain_lut = state->gain_lut;
+	state->g_pcan.snr_shift = state->snr_shift;
+
+	state->g_noise.estimate = state->noise_estimate;
+	state->g_noise.num_channels = num_channels;
+	state->g_noise.smoothing_bits = smoothing_bits;
+	state->g_noise.even_smoothing = 410; /* 0.025 * (1 << 14) */
+	state->g_noise.odd_smoothing = 983;  /* 0.06 * (1 << 14) */
+	state->g_noise.min_signal_remaining = 819; /* 0.05 * (1 << 14) */
+
+	state->g_log_scale.enable_log = 1;
+	state->g_log_scale.scale_shift = 6;
+
+	return 0;
+}
+
+void pcan_free_state(struct pcan_state *state)
+{
+	if (!state)
+		return;
+
+	if (state->allocated_noise)
+		free(state->noise_estimate);
+	if (state->allocated_lut)
+		free(state->gain_lut);
+
+	memset(state, 0, sizeof(*state));
+}
+
+void pcan_reset(struct pcan_state *state)
+{
+	if (!state || !state->noise_estimate)
+		return;
+
+	memset(state->noise_estimate, 0, state->num_channels * sizeof(uint32_t));
+}
+
+void pcan_log_scale(struct pcan_state *state, uint32_t *signal)
+{
+	int i;
+	uint16_t *scaled;
+
+	if (!state || !state->enable_pcan)
+		return;
+
+	scaled = LogScaleApply(&state->g_log_scale, signal, state->num_channels, 3);
+	for (i = state->num_channels - 1; i >= 0; --i)
+		signal[i] = scaled[i];
+}
diff --git a/test/cmocka/src/math/auditory/CMakeLists.txt b/test/cmocka/src/math/auditory/CMakeLists.txt
index fe200e6b15eb..04b5feec01d2 100644
--- a/test/cmocka/src/math/auditory/CMakeLists.txt
+++ b/test/cmocka/src/math/auditory/CMakeLists.txt
@@ -9,4 +9,5 @@ cmocka_test(auditory
 	${PROJECT_SOURCE_DIR}/src/math/base2log.c
 	${PROJECT_SOURCE_DIR}/src/math/decibels.c
 	${PROJECT_SOURCE_DIR}/src/math/numbers.c
+	${PROJECT_SOURCE_DIR}/src/math/sqrt_int32.c
 )
diff --git a/test/ztest/unit/math/advanced/pcan/CMakeLists.txt b/test/ztest/unit/math/advanced/pcan/CMakeLists.txt
new file mode 100644
index 000000000000..f3bcb5af4910
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/CMakeLists.txt
@@ -0,0 +1,61 @@
+cmake_minimum_required(VERSION 3.20.0)
+
+find_package(Zephyr REQUIRED HINTS $ENV{ZEPHYR_BASE})
+project(test_math_advanced_pcan)
+
+set(SOF_ROOT "${PROJECT_SOURCE_DIR}/../../../../../..")
+
+# Set SOF top directory for UUID registry generation
+set(sof_top_dir ${SOF_ROOT})
+
+# Include SOF CMake utilities for proper SOF source compilation
+include(${SOF_ROOT}/scripts/cmake/misc.cmake)
+include(${SOF_ROOT}/scripts/cmake/uuid-registry.cmake)
+
+# Locate the tflite-micro checkout (west-managed in the SOF workspace)
+if(NOT DEFINED TFLM_PATH)
+	if(EXISTS "${SOF_ROOT}/../tflite-micro")
+		set(TFLM_PATH "${SOF_ROOT}/../tflite-micro")
+	elseif(EXISTS "${SOF_ROOT}/../../tflite-micro")
+		set(TFLM_PATH "${SOF_ROOT}/../../tflite-micro")
+	endif()
+endif()
+
+if(NOT DEFINED TFLM_PATH OR NOT EXISTS "${TFLM_PATH}")
+	message(FATAL_ERROR
+		"tflite-micro not found; expected next to the SOF workspace. "
+		"Set TFLM_PATH manually or run 'west update' to fetch it.")
+endif()
+
+set(MICROFRONTEND_DIR ${TFLM_PATH}/tensorflow/lite/experimental/microfrontend/lib)
+
+target_include_directories(app PRIVATE
+	${SOF_ROOT}/zephyr/include
+	${SOF_ROOT}/src/include
+	${SOF_ROOT}/src/platform/posix/include
+	${SOF_ROOT}/test/cmocka/include
+	${TFLM_PATH}
+	${PROJECT_BINARY_DIR}/include/generated
+)
+
+target_compile_definitions(app PRIVATE
+	-DCONFIG_ZEPHYR_POSIX=1
+	-DCONFIG_LIBRARY=1
+	-DUNIT_TEST=1
+)
+
+target_sources(app PRIVATE
+	pcan_test.c
+	${SOF_ROOT}/src/math/pcan/pcan.c
+	${SOF_ROOT}/src/math/log_e.c
+	${SOF_ROOT}/src/math/base2log.c
+	${SOF_ROOT}/src/math/exp_fcn.c
+	${SOF_ROOT}/src/math/exp_fcn_hifi.c
+	${MICROFRONTEND_DIR}/pcan_gain_control.c
+	${MICROFRONTEND_DIR}/noise_reduction.c
+	${MICROFRONTEND_DIR}/noise_reduction_util.c
+	${MICROFRONTEND_DIR}/log_scale.c
+	${MICROFRONTEND_DIR}/log_lut.c
+)
+
+sof_append_relative_path_definitions(app)
diff --git a/test/ztest/unit/math/advanced/pcan/pcan_gain_lookup.m b/test/ztest/unit/math/advanced/pcan/pcan_gain_lookup.m
new file mode 100644
index 000000000000..68fc83f246b6
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/pcan_gain_lookup.m
@@ -0,0 +1,77 @@
+% pcan_gain_lookup - Compute PCAN continuous gain and generate LUT
+%
+% SPDX-License-Identifier: BSD-3-Clause
+% Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+function [gain_lut, y_lut] = pcan_gain_lookup(config, input_bits)
+% Inputs:
+%   config.strength   - Exponent alpha (e.g., 0.95)
+%   config.offset     - Additive constant delta (e.g., 80.0)
+%   config.gain_bits  - Scale factor exponent (e.g., 21)
+%   input_bits        - smoothing_bits - input_correction_bits
+%
+% Outputs:
+%   gain_lut          - 125-entry int16 lookup table for WideDynamicFunction
+%   y_lut             - Raw function values at octave evaluation points
+
+	if nargin < 2
+		input_bits = 10;
+	end
+
+	strength = config.strength;
+	offset = config.offset;
+	gain_bits = config.gain_bits;
+
+	kWideDynamicFunctionBits = 32;
+	kWideDynamicFunctionLUTSize = 4 * kWideDynamicFunctionBits - 3; % 125
+
+	gain_lut = zeros(kWideDynamicFunctionLUTSize, 1, 'int16');
+
+	% Evaluate point x in gain function
+	function y = eval_gain(x_val)
+		x_float = double(x_val) / double(bitshift(uint64(1), input_bits));
+		g_float = double(bitshift(uint64(1), gain_bits)) * ((x_float + offset) ^ (-strength));
+		if g_float > 32767
+			y = int16(32767);
+		else
+			y = int16(round(g_float));
+		end
+	end
+
+	gain_lut(1) = eval_gain(0);
+	gain_lut(2) = eval_gain(1);
+
+	% Intervals 2 through 32
+	% In C: lut is offset by -6 so that interval 2 writes to lut[4*2]=lut[8] -> offset 2 in array
+	for interval = 2:kWideDynamicFunctionBits
+		x0 = bitshift(uint64(1), interval - 1);
+		x1 = x0 + bitshift(x0, -1);
+		if interval == kWideDynamicFunctionBits
+			x2 = x0 + (x0 - 1);
+		else
+			x2 = 2 * x0;
+		end
+
+		y0 = int32(eval_gain(x0));
+		y1 = int32(eval_gain(x1));
+		y2 = int32(eval_gain(x2));
+
+		diff1 = y1 - y0;
+		diff2 = y2 - y0;
+		a1 = 4 * diff1 - diff2;
+		a2 = diff2 - a1;
+
+		% Map to 1-based index in gain_lut:
+		% In C: index is 4 * interval - 6 (0-based) -> +1 for 1-based
+		idx = 4 * interval - 5;
+
+		gain_lut(idx) = int16(y0);
+		gain_lut(idx + 1) = int16(a1);
+		gain_lut(idx + 2) = int16(a2);
+		if interval < kWideDynamicFunctionBits
+			gain_lut(idx + 3) = int16(0);
+		end
+	end
+
+	y_lut = gain_lut;
+end
diff --git a/test/ztest/unit/math/advanced/pcan/pcan_noise_estimate.m b/test/ztest/unit/math/advanced/pcan/pcan_noise_estimate.m
new file mode 100644
index 000000000000..b9f340de52df
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/pcan_noise_estimate.m
@@ -0,0 +1,37 @@
+% pcan_noise_estimate - Octave fixed-point model of PCAN temporal IIR noise smoothing
+%
+% SPDX-License-Identifier: BSD-3-Clause
+% Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+function [estimate_out] = pcan_noise_estimate(estimate_in, signal_in, smoothing_coef, smoothing_bits, coef_bits)
+% Inputs:
+%   estimate_in    - Previous noise estimate vector (uint32)
+%   signal_in      - Current frame input energy vector (uint32)
+%   smoothing_coef - IIR smoothing factor in Q(coef_bits) (default 819 for 0.05 in Q14)
+%   smoothing_bits - Scale shift for input energy (default 10)
+%   coef_bits      - Number of fractional bits in smoothing_coef (default 14)
+%
+% Output:
+%   estimate_out   - Updated noise estimate vector (uint32)
+
+	if nargin < 3
+		smoothing_coef = 819; % ~0.05 in Q14 (16384 * 0.05 = 819.2)
+	end
+	if nargin < 4
+		smoothing_bits = 10;
+	end
+	if nargin < 5
+		coef_bits = 14;
+	end
+
+	one_minus_coef = bitshift(1, coef_bits) - smoothing_coef;
+	num_channels = length(signal_in);
+	estimate_out = zeros(num_channels, 1, 'uint32');
+
+	for i = 1:num_channels
+		sig_scaled = bitshift(uint64(signal_in(i)), smoothing_bits);
+		est_prev = uint64(estimate_in(i));
+		est_new = bitshift((sig_scaled * uint64(smoothing_coef)) + (est_prev * uint64(one_minus_coef)), -coef_bits);
+		estimate_out(i) = uint32(est_new);
+	end
+end
diff --git a/test/ztest/unit/math/advanced/pcan/pcan_process.m b/test/ztest/unit/math/advanced/pcan/pcan_process.m
new file mode 100644
index 000000000000..d853c117da36
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/pcan_process.m
@@ -0,0 +1,55 @@
+% pcan_process - Octave model of full PCAN frame processing
+%
+% SPDX-License-Identifier: BSD-3-Clause
+% Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+function [output_frames, final_noise_estimate] = pcan_process(input_frames, config, smoothing_bits, input_correction_bits)
+% Inputs:
+%   input_frames          - [num_channels x num_frames] matrix of uint32 filterbank energies
+%   config.strength       - Exponent alpha (e.g. 0.95)
+%   config.offset         - Additive constant delta (e.g. 80.0)
+%   config.gain_bits      - Gain bit shift (e.g. 21)
+%   config.smoothing_coef - Smoothing factor in Q14 (e.g. 819)
+%   smoothing_bits        - Smoothing bit shift (e.g. 10)
+%   input_correction_bits - Input correction shift (e.g. 0)
+%
+% Outputs:
+%   output_frames         - [num_channels x num_frames] matrix of uint32 PCAN normalized outputs
+%   final_noise_estimate  - [num_channels x 1] final noise estimate state
+
+	if nargin < 3
+		smoothing_bits = 10;
+	end
+	if nargin < 4
+		input_correction_bits = 0;
+	end
+
+	[num_channels, num_frames] = size(input_frames);
+	input_bits = smoothing_bits - input_correction_bits;
+	kPcanSnrBits = 12;
+	snr_shift = config.gain_bits - input_correction_bits - kPcanSnrBits;
+
+	[gain_lut, ~] = pcan_gain_lookup(config, input_bits);
+
+	noise_estimate = zeros(num_channels, 1, 'uint32');
+	output_frames = zeros(num_channels, num_frames, 'uint32');
+
+	for f = 1:num_frames
+		sig_in = input_frames(:, f);
+
+		% 1. Update temporal noise estimate
+		noise_estimate = pcan_noise_estimate(noise_estimate, sig_in, config.smoothing_coef, smoothing_bits, 14);
+
+		% 2. Apply PCAN gain control per channel
+		frame_out = zeros(num_channels, 1, 'uint32');
+		for c = 1:num_channels
+			gain = pcan_wide_dynamic_func(noise_estimate(c), gain_lut);
+			snr = bitshift(uint64(sig_in(c)) * uint64(uint16(gain)), -snr_shift);
+			frame_out(c) = pcan_shrink(uint32(snr), 12, 6);
+		end
+
+		output_frames(:, f) = frame_out;
+	end
+
+	final_noise_estimate = noise_estimate;
+end
diff --git a/test/ztest/unit/math/advanced/pcan/pcan_shrink.m b/test/ztest/unit/math/advanced/pcan/pcan_shrink.m
new file mode 100644
index 000000000000..2ebd98736cc9
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/pcan_shrink.m
@@ -0,0 +1,41 @@
+% pcan_shrink - Octave fixed-point model of PcanShrink piecewise compression
+%
+% SPDX-License-Identifier: BSD-3-Clause
+% Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+function y = pcan_shrink(x, snr_bits, output_bits)
+% Inputs:
+%   x           - 32-bit unsigned SNR input value (scalar or vector)
+%   snr_bits    - Number of fractional bits in SNR (default 12)
+%   output_bits - Number of fractional bits in output (default 6)
+%
+% Output:
+%   y           - 32-bit unsigned compressed output value
+
+	if nargin < 2
+		snr_bits = 12;
+	end
+	if nargin < 3
+		output_bits = 6;
+	end
+
+	threshold = bitshift(uint64(2), snr_bits); % 2 << 12 = 8192
+	quadratic_shift = -(2 + 2 * snr_bits - output_bits); % -20
+	linear_shift = -(snr_bits - output_bits); % -6
+	linear_offset = uint64(bitshift(1, output_bits)); % 64
+
+	y = zeros(size(x), 'uint32');
+
+	for k = 1:numel(x)
+		val = uint64(x(k));
+		if val < threshold
+			% Quadratic compression: x^2 / 4
+			prod_val = val * val;
+			res = bitshift(prod_val, quadratic_shift);
+		else
+			% Linear compression: x - 1
+			res = bitshift(val, linear_shift) - linear_offset;
+		end
+		y(k) = uint32(res);
+	end
+end
diff --git a/test/ztest/unit/math/advanced/pcan/pcan_test.c b/test/ztest/unit/math/advanced/pcan/pcan_test.c
new file mode 100644
index 000000000000..0dfc6d189acc
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/pcan_test.c
@@ -0,0 +1,173 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+//
+// These contents may have been developed with support from one or more Intel-operated
+// generative artificial intelligence solutions.
+//
+// Converted from cmocka to Ztest
+// Original: test/cmocka/src/math/pcan/pcan_test.c
+
+#include <errno.h>
+#include <stdint.h>
+#include <string.h>
+#include <zephyr/ztest.h>
+
+#include <sof/math/pcan.h>
+
+#include "ref_pcan_lut.h"
+#include "ref_pcan_func.h"
+#include "ref_pcan_stream.h"
+#include "ref_pcan_corners.h"
+
+/* The SOF PCAN core computes the gain LUT in fixed-point (ln_int32 +
+ * sofm_exp_fixed) while the Octave reference uses double-precision powf.
+ * The two agree to within a couple of LSBs on the sampled y-values, but the
+ * quadratic slope terms a1 = 4*(y1-y0) - (y2-y0) and a2 = -a1 + (y2-y0)
+ * amplify per-sample rounding by up to ~6x, so allow a bigger LUT tolerance.
+ */
+#define PCAN_TEST_LSB_TOL	2
+#define PCAN_TEST_LUT_TOL	6
+
+#define zassert_int_near(actual, expected, tol) \
+	do { \
+		long long _a = (long long)(actual); \
+		long long _e = (long long)(expected); \
+		long long _d = _a - _e; \
+		\
+		if (_d < 0) \
+			_d = -_d; \
+		zassert_true(_d <= (long long)(tol), \
+			     "value %lld deviates from reference %lld by %lld (tol %lld)", \
+			     _a, _e, _d, (long long)(tol)); \
+	} while (0)
+
+ZTEST(pcan_suite, test_pcan_lut_generation)
+{
+	int16_t lut[PCAN_LUT_SIZE];
+	int ret;
+	int i;
+
+	ret = pcan_compute_lut(0.95f, 80.0f, 21, 10, lut);
+	zassert_equal(ret, 0);
+
+	for (i = 0; i < PCAN_TEST_LUT1_SIZE; i++)
+		zassert_int_near(lut[i], ref_pcan_lut1[i], PCAN_TEST_LUT_TOL);
+
+	ret = pcan_compute_lut(0.8f, 50.0f, 18, 12, lut);
+	zassert_equal(ret, 0);
+
+	for (i = 0; i < PCAN_TEST_LUT2_SIZE; i++)
+		zassert_int_near(lut[i], ref_pcan_lut2[i], PCAN_TEST_LUT_TOL);
+}
+
+ZTEST(pcan_suite, test_pcan_wide_dynamic_function)
+{
+	int16_t lut[PCAN_LUT_SIZE];
+	int16_t out;
+	int ret;
+	int i;
+
+	ret = pcan_compute_lut(0.95f, 80.0f, 21, 10, lut);
+	zassert_equal(ret, 0);
+
+	for (i = 0; i < PCAN_TEST_WDF_NUM_POINTS; i++) {
+		out = pcan_wide_dynamic_function(ref_pcan_wdf_inputs[i], lut);
+		zassert_int_near(out, ref_pcan_wdf_outputs[i], PCAN_TEST_LSB_TOL);
+	}
+}
+
+ZTEST(pcan_suite, test_pcan_shrink)
+{
+	uint32_t out;
+	int i;
+
+	for (i = 0; i < PCAN_TEST_SHRINK_NUM_POINTS; i++) {
+		out = pcan_shrink(ref_pcan_shrink_inputs[i]);
+		zassert_equal(out, ref_pcan_shrink_outputs[i]);
+	}
+}
+
+ZTEST(pcan_suite, test_pcan_streaming)
+{
+	struct pcan_config cfg;
+	struct pcan_state pstate;
+	uint32_t channel_data[PCAN_STREAM_NUM_CHANNELS];
+	int ret;
+	int f;
+	int c;
+
+	cfg.strength = 0.95f;
+	cfg.offset = 80.0f;
+	cfg.gain_bits = 21;
+	cfg.smoothing_coef = PCAN_STREAM_SMOOTHING_COEF;
+	cfg.smoothing_bits = PCAN_STREAM_SMOOTHING_BITS;
+	cfg.input_correction_bits = PCAN_STREAM_INPUT_CORRECTION_BITS;
+	cfg.enable_pcan = true;
+
+	ret = pcan_populate_state(&cfg, &pstate, NULL, NULL,
+				  PCAN_STREAM_NUM_CHANNELS,
+				  PCAN_STREAM_SMOOTHING_BITS,
+				  PCAN_STREAM_INPUT_CORRECTION_BITS);
+	zassert_equal(ret, 0);
+
+	for (f = 0; f < PCAN_STREAM_NUM_FRAMES; f++) {
+		for (c = 0; c < PCAN_STREAM_NUM_CHANNELS; c++)
+			channel_data[c] = ref_pcan_stream_inputs[f * PCAN_STREAM_NUM_CHANNELS + c];
+
+		pcan_noise_reduction(&pstate, channel_data);
+		pcan_apply(&pstate, channel_data);
+		pcan_log_scale(&pstate, channel_data);
+	}
+
+	for (c = 0; c < PCAN_STREAM_NUM_CHANNELS; c++)
+		zassert_true(pstate.noise_estimate[c] > 0, "noise estimate should be positive");
+
+	pcan_reset(&pstate);
+	for (c = 0; c < PCAN_STREAM_NUM_CHANNELS; c++)
+		zassert_equal(pstate.noise_estimate[c], 0);
+
+	pcan_free_state(&pstate);
+}
+
+ZTEST(pcan_suite, test_pcan_corner_cases)
+{
+	int16_t lut[PCAN_LUT_SIZE];
+	struct pcan_config bad_cfg;
+	struct pcan_state bad_state;
+	int16_t wdf_out;
+	uint32_t shrink_out;
+	int ret;
+	int i;
+
+	ret = pcan_compute_lut(0.95f, 80.0f, 21, 10, lut);
+	zassert_equal(ret, 0);
+
+	for (i = 0; i < PCAN_CORNERS_NUM_POINTS; i++) {
+		wdf_out = pcan_wide_dynamic_function(ref_pcan_corner_inputs[i], lut);
+		zassert_int_near(wdf_out, ref_pcan_corner_wdf_outputs[i], PCAN_TEST_LSB_TOL);
+
+		shrink_out = pcan_shrink(ref_pcan_corner_inputs[i]);
+		zassert_equal(shrink_out, ref_pcan_corner_shrink_outputs[i]);
+	}
+
+	/* gain_bits too small -> negative snr_shift */
+	bad_cfg.strength = 0.95f;
+	bad_cfg.offset = 80.0f;
+	bad_cfg.gain_bits = 5;
+	bad_cfg.smoothing_coef = 819;
+	bad_cfg.smoothing_bits = 10;
+	bad_cfg.input_correction_bits = 0;
+	bad_cfg.enable_pcan = true;
+
+	ret = pcan_populate_state(&bad_cfg, &bad_state, NULL, NULL, 16, 10, 0);
+	zassert_true(ret < 0);
+
+	ret = pcan_populate_state(NULL, &bad_state, NULL, NULL, 16, 10, 0);
+	zassert_true(ret < 0);
+
+	ret = pcan_populate_state(&bad_cfg, &bad_state, NULL, NULL, 0, 10, 0);
+	zassert_true(ret < 0);
+}
+
+ZTEST_SUITE(pcan_suite, NULL, NULL, NULL, NULL, NULL);
diff --git a/test/ztest/unit/math/advanced/pcan/pcan_wide_dynamic_func.m b/test/ztest/unit/math/advanced/pcan/pcan_wide_dynamic_func.m
new file mode 100644
index 000000000000..1ecf32041efb
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/pcan_wide_dynamic_func.m
@@ -0,0 +1,56 @@
+% pcan_wide_dynamic_func - Octave fixed-point model of WideDynamicFunction
+%
+% SPDX-License-Identifier: BSD-3-Clause
+% Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+function y = pcan_wide_dynamic_func(x, gain_lut)
+% Inputs:
+%   x        - 32-bit unsigned input value (scalar or vector)
+%   gain_lut - 125-entry int16 lookup table from pcan_gain_lookup
+%
+% Output:
+%   y        - 16-bit signed interpolated gain factor (same shape as x)
+
+	y = zeros(size(x), 'int16');
+
+	for k = 1:numel(x)
+		val = uint32(x(k));
+		if val <= 2
+			% Directly return lut[0], lut[1], or lut[2]
+			y(k) = gain_lut(val + 1);
+		else
+			% Compute MSB (1 to 32)
+			clz_val = 0;
+			tmp = val;
+			for b = 31:-1:0
+				if bitand(tmp, bitshift(uint32(1), b)) ~= 0
+					break;
+				end
+				clz_val = clz_val + 1;
+			end
+			interval = 32 - clz_val;
+
+			% In C: lut pointer is offset by (4 * interval - 6)
+			% 1-based index for lut[0]:
+			idx = 4 * interval - 5;
+			l0 = int32(gain_lut(idx));
+			l1 = int32(gain_lut(idx + 1));
+			l2 = int32(gain_lut(idx + 2));
+
+			if interval < 11
+				frac = bitand(bitshift(val, 11 - interval), uint32(1023)); % 0x3FF
+			else
+				frac = bitand(bitshift(val, -(interval - 11)), uint32(1023));
+			end
+			frac_i32 = int32(frac);
+
+			res = bitshift(l2 * frac_i32, -5);
+			res = res + bitshift(l1, 5);
+			res = res * frac_i32;
+			res = bitshift(res + 16384, -15); % (1 << 14) = 16384
+			res = res + l0;
+
+			y(k) = int16(res);
+		end
+	end
+end
diff --git a/test/ztest/unit/math/advanced/pcan/prj.conf b/test/ztest/unit/math/advanced/pcan/prj.conf
new file mode 100644
index 000000000000..d34c7781cd0a
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/prj.conf
@@ -0,0 +1,2 @@
+CONFIG_ZTEST=y
+CONFIG_SOF_FULL_ZEPHYR_APPLICATION=n
diff --git a/test/ztest/unit/math/advanced/pcan/ref_pcan.m b/test/ztest/unit/math/advanced/pcan/ref_pcan.m
new file mode 100644
index 000000000000..865d52757840
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/ref_pcan.m
@@ -0,0 +1,212 @@
+% ref_pcan - Generate C header files for PCAN library unit tests
+%
+% SPDX-License-Identifier: BSD-3-Clause
+% Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+function ref_pcan()
+	% Add path to cmocka helper export functions
+	path(path(), '../../../m');
+
+	try
+		opt.describe = export_get_git_describe();
+	catch
+		opt.describe = 'SOF PCAN Reference Generator';
+	end
+
+	%% Phase 1: Export Golden LUTs for default and custom configurations
+	export_ref_lut(opt);
+
+	%% Phase 2 & 3: Export Golden values for WideDynamicFunction and PcanShrink
+	export_ref_functions(opt);
+
+	%% Phase 4: Export Streaming Multi-Channel Multi-Frame Test Vectors
+	export_ref_streaming(opt);
+
+	%% Phase 5: Export Corner & Edge Cases
+	export_ref_corner_cases(opt);
+
+	fprintf(1, 'All PCAN test headers exported successfully.\n');
+end
+
+function export_ref_lut(opt)
+	header_fn = 'ref_pcan_lut.h';
+	fh = export_headerfile_open(header_fn);
+	export_comment(fh, sprintf('Generated by ref_pcan.m (%s)', opt.describe));
+
+	% Config 1: Default TFLM configuration
+	cfg1.strength = 0.95;
+	cfg1.offset = 80.0;
+	cfg1.gain_bits = 21;
+	input_bits1 = 10;
+	[lut1, ~] = pcan_gain_lookup(cfg1, input_bits1);
+
+	export_ndefine(fh, 'PCAN_TEST_LUT1_SIZE', length(lut1));
+	export_ndefine(fh, 'PCAN_TEST_LUT1_GAIN_BITS', cfg1.gain_bits);
+	export_ndefine(fh, 'PCAN_TEST_LUT1_INPUT_BITS', input_bits1);
+	export_vector(fh, 16, 'ref_pcan_lut1', lut1);
+
+	% Config 2: Custom configuration (strength=0.8, offset=50.0, gain_bits=18)
+	cfg2.strength = 0.8;
+	cfg2.offset = 50.0;
+	cfg2.gain_bits = 18;
+	input_bits2 = 12;
+	[lut2, ~] = pcan_gain_lookup(cfg2, input_bits2);
+
+	export_ndefine(fh, 'PCAN_TEST_LUT2_SIZE', length(lut2));
+	export_ndefine(fh, 'PCAN_TEST_LUT2_GAIN_BITS', cfg2.gain_bits);
+	export_ndefine(fh, 'PCAN_TEST_LUT2_INPUT_BITS', input_bits2);
+	export_vector(fh, 16, 'ref_pcan_lut2', lut2);
+
+	fclose(fh);
+	fprintf(1, 'Exported %s.\n', header_fn);
+end
+
+function export_ref_functions(opt)
+	header_fn = 'ref_pcan_func.h';
+	fh = export_headerfile_open(header_fn);
+	export_comment(fh, sprintf('Generated by ref_pcan.m (%s)', opt.describe));
+
+	cfg.strength = 0.95;
+	cfg.offset = 80.0;
+	cfg.gain_bits = 21;
+	input_bits = 10;
+	[lut, ~] = pcan_gain_lookup(cfg, input_bits);
+
+	% 1. WideDynamicFunction Test Vector: Test various points across all 32 intervals
+	wdf_inputs = uint32([ ...
+		0, 1, 2, 3, 4, 5, 7, 8, 15, 16, 31, 32, 63, 64, 127, 128, ...
+		255, 256, 511, 512, 1023, 1024, 2047, 2048, 4095, 4096, 8191, 8192, ...
+		16383, 16384, 32767, 32768, 65535, 65536, 131071, 131072, ...
+		262143, 262144, 524287, 524288, 1048575, 1048576, 2097151, 2097152, ...
+		4194303, 4194304, 8388607, 8388608, 16777215, 16777216, ...
+		33554431, 33554432, 67108863, 67108864, 134217727, 134217728, ...
+		268435455, 268435456, 536870911, 536870912, 1073741823, 1073741824, ...
+		2147483647, 2147483648, 4294967295 ...
+	]);
+	wdf_outputs = pcan_wide_dynamic_func(wdf_inputs, lut);
+
+	export_ndefine(fh, 'PCAN_TEST_WDF_NUM_POINTS', length(wdf_inputs));
+	export_uint32_vector(fh, 'ref_pcan_wdf_inputs', wdf_inputs);
+	export_vector(fh, 16, 'ref_pcan_wdf_outputs', wdf_outputs);
+
+	% 2. PcanShrink Test Vector: Sweep below, around (8192), and above threshold
+	shrink_inputs = uint32([ ...
+		0, 1, 10, 100, 500, 1000, 2000, 4000, 8000, 8190, 8191, 8192, 8193, 8194, ...
+		10000, 16384, 32768, 65536, 100000, 500000, 1000000, 10000000 ...
+	]);
+	shrink_outputs = pcan_shrink(shrink_inputs, 12, 6);
+
+	export_ndefine(fh, 'PCAN_TEST_SHRINK_NUM_POINTS', length(shrink_inputs));
+	export_uint32_vector(fh, 'ref_pcan_shrink_inputs', shrink_inputs);
+	export_uint32_vector(fh, 'ref_pcan_shrink_outputs', shrink_outputs);
+
+	fclose(fh);
+	fprintf(1, 'Exported %s.\n', header_fn);
+end
+
+function export_ref_streaming(opt)
+	header_fn = 'ref_pcan_stream.h';
+	fh = export_headerfile_open(header_fn);
+	export_comment(fh, sprintf('Generated by ref_pcan.m (%s)', opt.describe));
+
+	cfg.strength = 0.95;
+	cfg.offset = 80.0;
+	cfg.gain_bits = 21;
+	cfg.smoothing_coef = 819; % 0.05 in Q14
+	smoothing_bits = 10;
+	input_correction_bits = 0;
+
+	num_channels = 16;
+	num_frames = 20;
+
+	% Create deterministic synthetic test signal:
+	% Baseline background noise + mid-stream bursts
+	rng(42);
+	input_matrix = zeros(num_channels, num_frames, 'uint32');
+	for f = 1:num_frames
+		for c = 1:num_channels
+			noise = 50 + mod(c * 17 + f * 23, 100);
+			if f >= 5 && f <= 12 && c >= 4 && c <= 10
+				speech_burst = 2000 + (c * 150);
+			else
+				speech_burst = 0;
+			end
+			input_matrix(c, f) = uint32(noise + speech_burst);
+		end
+	end
+
+	[output_matrix, final_noise] = pcan_process(input_matrix, cfg, smoothing_bits, input_correction_bits);
+
+	export_ndefine(fh, 'PCAN_STREAM_NUM_CHANNELS', num_channels);
+	export_ndefine(fh, 'PCAN_STREAM_NUM_FRAMES', num_frames);
+	export_ndefine(fh, 'PCAN_STREAM_SMOOTHING_COEF', cfg.smoothing_coef);
+	export_ndefine(fh, 'PCAN_STREAM_SMOOTHING_BITS', smoothing_bits);
+	export_ndefine(fh, 'PCAN_STREAM_INPUT_CORRECTION_BITS', input_correction_bits);
+
+	input_linear = reshape(input_matrix, [], 1);
+	output_linear = reshape(output_matrix, [], 1);
+
+	export_uint32_vector(fh, 'ref_pcan_stream_inputs', input_linear);
+	export_uint32_vector(fh, 'ref_pcan_stream_outputs', output_linear);
+	export_uint32_vector(fh, 'ref_pcan_stream_final_noise', final_noise);
+
+	fclose(fh);
+	fprintf(1, 'Exported %s.\n', header_fn);
+end
+
+function export_ref_corner_cases(opt)
+	header_fn = 'ref_pcan_corners.h';
+	fh = export_headerfile_open(header_fn);
+	export_comment(fh, sprintf('Generated by ref_pcan.m (%s)', opt.describe));
+
+	cfg.strength = 0.95;
+	cfg.offset = 80.0;
+	cfg.gain_bits = 21;
+	input_bits = 10;
+	[lut, ~] = pcan_gain_lookup(cfg, input_bits);
+
+	% Corner case points: zeros, boundaries, transitions, overflows
+	corner_inputs = uint32([ ...
+		0, ...
+		1, ...
+		2, ...
+		3, ...
+		4, ...
+		2047, 2048, 2049, ...
+		8191, 8192, 8193, ...
+		65535, 65536, 65537, ...
+		1073741823, 1073741824, 1073741825, ...
+		2147483647, 2147483648, 2147483649, ...
+		4294967294, 4294967295 ...
+	]);
+
+	wdf_corner_outs = pcan_wide_dynamic_func(corner_inputs, lut);
+	shrink_corner_outs = pcan_shrink(corner_inputs, 12, 6);
+
+	export_ndefine(fh, 'PCAN_CORNERS_NUM_POINTS', length(corner_inputs));
+	export_uint32_vector(fh, 'ref_pcan_corner_inputs', corner_inputs);
+	export_vector(fh, 16, 'ref_pcan_corner_wdf_outputs', wdf_corner_outs);
+	export_uint32_vector(fh, 'ref_pcan_corner_shrink_outputs', shrink_corner_outs);
+
+	fclose(fh);
+	fprintf(1, 'Exported %s.\n', header_fn);
+end
+
+function export_uint32_vector(fh, vname, data)
+	columns = 6;
+	rows = ceil(length(data) / columns);
+	fprintf(fh, '\nstatic const uint32_t %s[%d] = {\n', vname, length(data));
+	i = 1;
+	for j = 1:rows
+		fprintf(fh, '\t%11uU,', data(i));
+		i = i + 1;
+		for k = 2:columns
+			if i <= length(data)
+				fprintf(fh, ' %11uU,', data(i));
+				i = i + 1;
+			end
+		end
+		fprintf(fh, '\n');
+	end
+	fprintf(fh, '};\n');
+end
diff --git a/test/ztest/unit/math/advanced/pcan/ref_pcan_corners.h b/test/ztest/unit/math/advanced/pcan/ref_pcan_corners.h
new file mode 100644
index 000000000000..8fa1852b4222
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/ref_pcan_corners.h
@@ -0,0 +1,28 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ *
+ * Copyright(c) 2026 Intel Corporation.
+ */
+
+/* Generated by ref_pcan.m (v1.9-rc1-7901-g9500fa321) */
+
+#define PCAN_CORNERS_NUM_POINTS  22
+
+static const uint32_t ref_pcan_corner_inputs[22] = {
+	          0U,           1U,           2U,           3U,           4U,        2047U,
+	       2048U,        2049U,        8191U,        8192U,        8193U,       65535U,
+	      65536U,       65537U,  1073741823U,  1073741824U,  1073741825U,  2147483647U,
+	 2147483648U,  2147483649U,  4294967294U,  4294967295U,
+};
+
+static const int16_t ref_pcan_corner_wdf_outputs[22] = {
+	 32636,  32635,  32635,  32635,  32634,  31879,  31879,  31879,  29812,  29811,
+	 29811,  18676,  18672,  18672,      4,      4,      4,      2,      2,      2,
+	     1,      1,
+};
+
+static const uint32_t ref_pcan_corner_shrink_outputs[22] = {
+	          0U,           0U,           0U,           0U,           0U,           3U,
+	          4U,           4U,          63U,          64U,          64U,         959U,
+	        960U,         960U,    16777151U,    16777152U,    16777152U,    33554367U,
+	   33554368U,    33554368U,    67108799U,    67108799U,
+};
diff --git a/test/ztest/unit/math/advanced/pcan/ref_pcan_func.h b/test/ztest/unit/math/advanced/pcan/ref_pcan_func.h
new file mode 100644
index 000000000000..f86dfb415d6f
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/ref_pcan_func.h
@@ -0,0 +1,47 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ *
+ * Copyright(c) 2026 Intel Corporation.
+ */
+
+/* Generated by ref_pcan.m (v1.9-rc1-7901-g9500fa321) */
+
+#define PCAN_TEST_WDF_NUM_POINTS  65
+
+static const uint32_t ref_pcan_wdf_inputs[65] = {
+	          0U,           1U,           2U,           3U,           4U,           5U,
+	          7U,           8U,          15U,          16U,          31U,          32U,
+	         63U,          64U,         127U,         128U,         255U,         256U,
+	        511U,         512U,        1023U,        1024U,        2047U,        2048U,
+	       4095U,        4096U,        8191U,        8192U,       16383U,       16384U,
+	      32767U,       32768U,       65535U,       65536U,      131071U,      131072U,
+	     262143U,      262144U,      524287U,      524288U,     1048575U,     1048576U,
+	    2097151U,     2097152U,     4194303U,     4194304U,     8388607U,     8388608U,
+	   16777215U,    16777216U,    33554431U,    33554432U,    67108863U,    67108864U,
+	  134217727U,   134217728U,   268435455U,   268435456U,   536870911U,   536870912U,
+	 1073741823U,  1073741824U,  2147483647U,  2147483648U,  4294967295U,
+};
+
+static const int16_t ref_pcan_wdf_outputs[65] = {
+	 32636,  32635,  32635,  32635,  32634,  32634,  32634,  32633,  32630,  32630,
+	 32624,  32624,  32612,  32612,  32587,  32587,  32539,  32539,  32443,  32443,
+	 32253,  32253,  31879,  31879,  31159,  31158,  29812,  29811,  27448,  27446,
+	 23710,  23707,  18676,  18672,  13169,  13166,   8351,   8348,   4876,   4874,
+	  2698,   2697,   1446,   1446,    762,    762,    398,    398,    207,    207,
+	   107,    107,     56,     56,     29,     29,     15,     15,      8,      8,
+	     4,      4,      2,      2,      1,
+};
+#define PCAN_TEST_SHRINK_NUM_POINTS  22
+
+static const uint32_t ref_pcan_shrink_inputs[22] = {
+	          0U,           1U,          10U,         100U,         500U,        1000U,
+	       2000U,        4000U,        8000U,        8190U,        8191U,        8192U,
+	       8193U,        8194U,       10000U,       16384U,       32768U,       65536U,
+	     100000U,      500000U,     1000000U,    10000000U,
+};
+
+static const uint32_t ref_pcan_shrink_outputs[22] = {
+	          0U,           0U,           0U,           0U,           0U,           0U,
+	          3U,          15U,          61U,          63U,          63U,          64U,
+	         64U,          64U,          92U,         192U,         448U,         960U,
+	       1498U,        7748U,       15561U,      156186U,
+};
diff --git a/test/ztest/unit/math/advanced/pcan/ref_pcan_lut.h b/test/ztest/unit/math/advanced/pcan/ref_pcan_lut.h
new file mode 100644
index 000000000000..6736041146cc
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/ref_pcan_lut.h
@@ -0,0 +1,45 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ *
+ * Copyright(c) 2026 Intel Corporation.
+ */
+
+/* Generated by ref_pcan.m (v1.9-rc1-7901-g9500fa321) */
+
+#define PCAN_TEST_LUT1_SIZE  125
+#define PCAN_TEST_LUT1_GAIN_BITS  21
+#define PCAN_TEST_LUT1_INPUT_BITS  10
+
+static const int16_t ref_pcan_lut1[125] = {
+	 32636,  32635,  32635,      1,     -2,      0,  32634,      1,     -2,      0,
+	 32633,     -5,      2,      0,  32630,     -6,      0,      0,  32624,    -12,
+	     0,      0,  32612,    -23,     -2,      0,  32587,    -48,      0,      0,
+	 32539,    -96,      0,      0,  32443,   -190,      0,      0,  32253,   -378,
+	     4,      0,  31879,   -739,     18,      0,  31158,  -1409,     62,      0,
+	 29811,  -2567,    202,      0,  27446,  -4301,    562,      0,  23707,  -6265,
+	  1230,      0,  18672,  -7458,   1952,      0,  13166,  -7030,   2212,      0,
+	  8348,  -5342,   1868,      0,   4874,  -3459,   1282,      0,   2697,  -2025,
+	   774,      0,   1446,  -1120,    436,      0,    762,   -596,    232,      0,
+	   398,   -313,    122,      0,    207,   -164,     64,      0,    107,    -85,
+	    34,      0,     56,    -45,     18,      0,     29,    -22,      8,      0,
+	    15,    -13,      6,      0,      8,     -8,      4,      0,      4,     -2,
+	     0,      0,      2,     -3,      2,
+};
+#define PCAN_TEST_LUT2_SIZE  125
+#define PCAN_TEST_LUT2_GAIN_BITS  18
+#define PCAN_TEST_LUT2_INPUT_BITS  12
+
+static const int16_t ref_pcan_lut2[125] = {
+	 11465,  11465,  11465,      0,      0,      0,  11465,     -3,      2,      0,
+	 11464,      0,      0,      0,  11464,      1,     -2,      0,  11463,      1,
+	    -2,      0,  11462,     -5,      2,      0,  11459,     -6,      0,      0,
+	 11453,     -9,     -2,      0,  11442,    -25,      2,      0,  11419,    -47,
+	     2,      0,  11374,    -91,      2,      0,  11285,   -178,      4,      0,
+	 11111,   -341,     10,      0,  10780,   -637,     38,      0,  10181,  -1116,
+	   116,      0,   9181,  -1749,    286,      0,   7718,  -2315,    526,      0,
+	  5929,  -2478,    700,      0,   4151,  -2156,    696,      0,   2691,  -1588,
+	   552,      0,   1655,  -1047,    378,      0,    986,   -647,    238,      0,
+	   577,   -386,    144,      0,    335,   -226,     84,      0,    193,   -130,
+	    48,      0,    111,    -77,     30,      0,     64,    -45,     18,      0,
+	    37,    -24,      8,      0,     21,    -15,      6,      0,     12,     -7,
+	     2,      0,      7,     -5,      2,
+};
diff --git a/test/ztest/unit/math/advanced/pcan/ref_pcan_stream.h b/test/ztest/unit/math/advanced/pcan/ref_pcan_stream.h
new file mode 100644
index 000000000000..1960909baa6f
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/ref_pcan_stream.h
@@ -0,0 +1,132 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ *
+ * Copyright(c) 2026 Intel Corporation.
+ */
+
+/* Generated by ref_pcan.m (v1.9-rc1-7901-g9500fa321) */
+
+#define PCAN_STREAM_NUM_CHANNELS  16
+#define PCAN_STREAM_NUM_FRAMES  20
+#define PCAN_STREAM_SMOOTHING_COEF  819
+#define PCAN_STREAM_SMOOTHING_BITS  10
+#define PCAN_STREAM_INPUT_CORRECTION_BITS  0
+
+static const uint32_t ref_pcan_stream_inputs[320] = {
+	         90U,         107U,         124U,         141U,          58U,          75U,
+	         92U,         109U,         126U,         143U,          60U,          77U,
+	         94U,         111U,         128U,         145U,         113U,         130U,
+	        147U,          64U,          81U,          98U,         115U,         132U,
+	        149U,          66U,          83U,         100U,         117U,         134U,
+	         51U,          68U,         136U,          53U,          70U,          87U,
+	        104U,         121U,         138U,          55U,          72U,          89U,
+	        106U,         123U,         140U,          57U,          74U,          91U,
+	         59U,          76U,          93U,         110U,         127U,         144U,
+	         61U,          78U,          95U,         112U,         129U,         146U,
+	         63U,          80U,          97U,         114U,          82U,          99U,
+	        116U,        2733U,        2800U,        2967U,        3134U,        3301U,
+	       3468U,        3635U,          52U,          69U,          86U,         103U,
+	        120U,         137U,         105U,         122U,         139U,        2656U,
+	       2823U,        2990U,        3157U,        3324U,        3491U,        3558U,
+	         75U,          92U,         109U,         126U,         143U,          60U,
+	        128U,         145U,          62U,        2679U,        2846U,        3013U,
+	       3180U,        3347U,        3414U,        3581U,          98U,         115U,
+	        132U,         149U,          66U,          83U,          51U,          68U,
+	         85U,        2702U,        2869U,        3036U,        3103U,        3270U,
+	       3437U,        3604U,         121U,         138U,          55U,          72U,
+	         89U,         106U,          74U,          91U,         108U,        2725U,
+	       2892U,        2959U,        3126U,        3293U,        3460U,        3627U,
+	        144U,          61U,          78U,          95U,         112U,         129U,
+	         97U,         114U,         131U,        2748U,        2815U,        2982U,
+	       3149U,        3316U,        3483U,        3550U,          67U,          84U,
+	        101U,         118U,         135U,          52U,         120U,         137U,
+	         54U,        2671U,        2838U,        3005U,        3172U,        3339U,
+	       3406U,        3573U,          90U,         107U,         124U,         141U,
+	         58U,          75U,         143U,          60U,          77U,        2694U,
+	       2861U,        3028U,        3195U,        3262U,        3429U,        3596U,
+	        113U,         130U,         147U,          64U,          81U,          98U,
+	         66U,          83U,         100U,         117U,         134U,          51U,
+	         68U,          85U,         102U,         119U,         136U,          53U,
+	         70U,          87U,         104U,         121U,          89U,         106U,
+	        123U,         140U,          57U,          74U,          91U,         108U,
+	        125U,         142U,          59U,          76U,          93U,         110U,
+	        127U,         144U,         112U,         129U,         146U,          63U,
+	         80U,          97U,         114U,         131U,         148U,          65U,
+	         82U,          99U,         116U,         133U,          50U,          67U,
+	        135U,          52U,          69U,          86U,         103U,         120U,
+	        137U,          54U,          71U,          88U,         105U,         122U,
+	        139U,          56U,          73U,          90U,          58U,          75U,
+	         92U,         109U,         126U,         143U,          60U,          77U,
+	         94U,         111U,         128U,         145U,          62U,          79U,
+	         96U,         113U,          81U,          98U,         115U,         132U,
+	        149U,          66U,          83U,         100U,         117U,         134U,
+	         51U,          68U,          85U,         102U,         119U,         136U,
+	        104U,         121U,         138U,          55U,          72U,          89U,
+	        106U,         123U,         140U,          57U,          74U,          91U,
+	        108U,         125U,         142U,          59U,         127U,         144U,
+	         61U,          78U,          95U,         112U,         129U,         146U,
+	         63U,          80U,          97U,         114U,         131U,         148U,
+	         65U,          82U,
+};
+
+static const uint32_t ref_pcan_stream_outputs[320] = {
+	         28U,          39U,          51U,          65U,          12U,          19U,
+	         29U,          40U,          53U,          67U,          13U,          21U,
+	         30U,          42U,          54U,          68U,          39U,          50U,
+	         62U,          12U,          21U,          30U,          40U,          52U,
+	         64U,          13U,          22U,          31U,          42U,          53U,
+	          8U,          14U,          50U,           8U,          13U,          21U,
+	         32U,          41U,          51U,           8U,          14U,          22U,
+	         33U,          42U,          52U,           9U,          16U,          23U,
+	          9U,          15U,          21U,          31U,          42U,          52U,
+	          9U,          16U,          22U,          32U,          44U,          53U,
+	         10U,          17U,          25U,          33U,          16U,          24U,
+	         31U,         922U,         936U,         949U,         979U,        1006U,
+	       1013U,        1036U,           6U,          11U,          17U,          26U,
+	         35U,          43U,          25U,          33U,          40U,         574U,
+	        597U,         604U,         617U,         628U,         631U,         628U,
+	         13U,          18U,          26U,          35U,          45U,           8U,
+	         34U,          43U,           7U,         421U,         432U,         435U,
+	        442U,         450U,         444U,         456U,          21U,          27U,
+	         35U,          44U,           9U,          14U,           5U,           9U,
+	         14U,         336U,         346U,         350U,         345U,         351U,
+	        355U,         361U,          30U,          36U,           6U,          10U,
+	         16U,          22U,          10U,          15U,          21U,         283U,
+	        288U,         280U,         285U,         287U,         289U,         292U,
+	         39U,           6U,          11U,          16U,          23U,          30U,
+	         17U,          23U,          29U,         240U,         234U,         236U,
+	        240U,         242U,         244U,         241U,           8U,          12U,
+	         18U,          24U,          32U,           4U,          25U,          31U,
+	          4U,         199U,         203U,         205U,         209U,         213U,
+	        210U,         215U,          14U,          19U,          26U,          32U,
+	          5U,           9U,          33U,           5U,           9U,         176U,
+	        181U,         185U,         189U,         185U,         189U,         192U,
+	         21U,          26U,          34U,           6U,          11U,          16U,
+	          6U,          10U,          15U,           0U,           0U,           0U,
+	          0U,           0U,           0U,           0U,          28U,           4U,
+	          7U,          11U,          17U,          23U,          12U,          17U,
+	         22U,           0U,           0U,           0U,           0U,           0U,
+	          0U,           0U,           5U,           8U,          13U,          17U,
+	         24U,          30U,          18U,          23U,          29U,           0U,
+	          0U,           0U,           0U,           0U,           0U,           0U,
+	         10U,          14U,          19U,          24U,           3U,           6U,
+	         25U,           3U,           6U,           0U,           0U,           0U,
+	          0U,           0U,           0U,           0U,          16U,          21U,
+	         26U,           4U,           7U,          11U,           4U,           7U,
+	         11U,           0U,           0U,           0U,           0U,           0U,
+	          0U,           0U,          22U,          28U,           5U,           8U,
+	         13U,          17U,           9U,          13U,          17U,           0U,
+	          1U,           0U,           0U,           0U,           0U,           0U,
+	          3U,           6U,           9U,          13U,          19U,          24U,
+	         14U,          19U,          23U,           0U,           0U,           0U,
+	          0U,           0U,           0U,           0U,           7U,          10U,
+	         15U,          19U,          26U,           4U,          20U,          25U,
+	          4U,           0U,           0U,           0U,           0U,           0U,
+	          0U,           0U,          12U,          16U,          21U,          26U,
+	          5U,           8U,
+};
+
+static const uint32_t ref_pcan_stream_final_noise[16] = {
+	      65089U,       66549U,       66741U,      658990U,      693317U,      727673U,
+	     763723U,      799477U,      833963U,      863004U,       61280U,       65959U,
+	      67716U,       69176U,       63373U,       64115U,
+};
diff --git a/test/ztest/unit/math/advanced/pcan/testcase.yaml b/test/ztest/unit/math/advanced/pcan/testcase.yaml
new file mode 100644
index 000000000000..064bb7debe9c
--- /dev/null
+++ b/test/ztest/unit/math/advanced/pcan/testcase.yaml
@@ -0,0 +1,14 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# PCAN (Per-Channel AGC Normalization) unit tests for Ztest framework
+#
+
+tests:
+  sof.unit.math.advanced.pcan:
+    tags: math advanced pcan mfcc microwakeword
+    platform_allow: native_sim
+    integration_platforms:
+      - native_sim
+    build_only: false
diff --git a/west.yml b/west.yml
index b66c3a7deac1..c5e5ffab04ef 100644
--- a/west.yml
+++ b/west.yml
@@ -11,6 +11,8 @@ manifest:
       url-base: https://github.com/thesofproject
     - name: zephyrproject
       url-base: https://github.com/zephyrproject-rtos
+    - name: tensorflow
+      url-base: https://github.com/tensorflow
 
   # When upgrading projects here please run git log --oneline in the
   # project and if not too long then include the output in your commit
@@ -41,6 +43,12 @@ manifest:
       path: sof/tools/rimage/tomlc99
       revision: e3a03f5ec7d8d33be705c5ce8a632d998ce9b4d1
 
+    - name: tflite-micro
+      repo-path: tflite-micro
+      path: tflite-micro
+      revision: e86d97b6237f88ab5925c0b41e3e3589a1560d86
+      remote: tensorflow
+
     - name: zephyr
       repo-path: zephyr
       revision: beeac475263ea55a74a7b61274cd4867c53c973d

From b6b103106df0ee27e8a710ca10cf5fa180652230 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:19:28 +0300
Subject: [PATCH 16/35] audio: mfcc: add 8-bit PCAN feature extraction support

Add 8-bit PCAN-normalized Mel feature extraction to the MFCC module.
When CONFIG_COMP_MFCC_PCAN is enabled, linear Mel filterbank energies
are processed through the PCAN AGC pipeline, quantized to 8-bit int8
values, and prepended with the standard mfcc_data_header.

Ensure dev->frames is at least frame_shift in DP domain, calibrate
linear Mel magnitudes against microfrontend scaling, and guard PCAN mode
under dedicated Kconfig.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 CMakeLists.txt                          |  8 ++-
 src/arch/host/configs/library_defconfig |  1 +
 src/audio/mfcc/Kconfig                  | 23 +++++++
 src/audio/mfcc/README.md                | 89 ++++++++++++++++++++-----
 src/audio/mfcc/mfcc.c                   | 61 +++++++++++++++--
 src/audio/mfcc/mfcc_common.c            | 75 ++++++++++++++++++---
 src/audio/mfcc/mfcc_setup.c             | 71 ++++++++++++++++++++
 src/include/sof/audio/mfcc/mfcc_comp.h  | 11 ++-
 src/include/user/mfcc.h                 | 10 ++-
 9 files changed, 312 insertions(+), 37 deletions(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index 65747ffe1a8f..4a65d394519c 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -2,6 +2,9 @@
 
 cmake_minimum_required(VERSION 3.13)
 
+if(CMAKE_C_COMPILER_ID MATCHES "Clang")
+	add_compile_options(-mllvm --text-section-literals=false)
+endif()
 if("${CMAKE_CURRENT_SOURCE_DIR}" STREQUAL "${CMAKE_CURRENT_BINARY_DIR}")
 	message(FATAL_ERROR
 		" In-source builds are not supported.\n"
@@ -58,7 +61,10 @@ set(CMAKE_ASM_FLAGS -DASSEMBLY)
 # that may be exported / installed
 add_library(sof_public_headers INTERFACE)
 
-target_include_directories(sof_public_headers INTERFACE ${PROJECT_SOURCE_DIR}/src/include)
+target_include_directories(sof_public_headers INTERFACE
+	${PROJECT_SOURCE_DIR}/src/include
+	${PROJECT_SOURCE_DIR}/../tflite-micro
+)
 
 # interface library that is used only as container for sof binary options
 # other targets can use it to build with the same options
diff --git a/src/arch/host/configs/library_defconfig b/src/arch/host/configs/library_defconfig
index 1279dd26c924..e6a6042302a9 100644
--- a/src/arch/host/configs/library_defconfig
+++ b/src/arch/host/configs/library_defconfig
@@ -11,6 +11,7 @@ CONFIG_COMP_IIR=y
 CONFIG_COMP_IGO_NR=y
 CONFIG_COMP_LEVEL_MULTIPLIER=y
 CONFIG_COMP_MFCC=y
+CONFIG_COMP_MFCC_PCAN=y
 CONFIG_COMP_MODULE_ADAPTER=y
 CONFIG_COMP_MULTIBAND_DRC=y
 CONFIG_COMP_MUX=y
diff --git a/src/audio/mfcc/Kconfig b/src/audio/mfcc/Kconfig
index f56cadb40de2..1faa74998e72 100644
--- a/src/audio/mfcc/Kconfig
+++ b/src/audio/mfcc/Kconfig
@@ -24,3 +24,26 @@ config COMP_MFCC
 	  The characteristic of the audio features are defined in the binary
 	  control blob. Directory tools/tune/mfcc contains a tool to create
 	  the configurations.
+
+if COMP_MFCC
+
+config COMP_MFCC_PCAN
+	bool "Enable PCAN (Per-Channel AGC Normalization) in MFCC"
+	default n
+	select MATH_PCAN
+	help
+	  Select to build MFCC with PCAN (Per-Channel Automatic Gain Control
+	  Normalization) support on the Mel filterbank energies. PCAN performs
+	  dynamic per-channel gain control and piecewise polynomial root
+	  compression to suppress stationary noise and enhance transients,
+	  producing normalized features suitable for direct int8 quantization
+	  downstream (e.g. microWakeWord). The topology PCAN configuration
+	  fields are ignored when this option is disabled.
+
+config COMP_MFCC_DEBUG_TRACE
+	bool "Verbose per-process debug traces in MFCC"
+	default n
+	help
+	  Enable MFCC per-process debug prints in the hot path.
+
+endif # COMP_MFCC
diff --git a/src/audio/mfcc/README.md b/src/audio/mfcc/README.md
index 31f9c331e545..e2f348231f24 100644
--- a/src/audio/mfcc/README.md
+++ b/src/audio/mfcc/README.md
@@ -1,25 +1,84 @@
-# MFCC Feature Extraction Architecture
+# MFCC & PCAN Feature Extraction Architecture
 
-This directory contains the Mel-Frequency Cepstral Coefficients (MFCC) feature extractor.
+This directory contains the **Mel-Frequency Cepstral Coefficients (MFCC)** feature extractor and integrated **PCAN (Per-Channel AGC Normalization)** audio pre-processing component for Sound Open Firmware (SOF).
 
-## Overview
+---
 
-MFCC extracts audio features commonly used as inputs for machine learning models, such as wake-word detection or speech recognition.
+## 1. Overview
 
-## Architecture Diagram
+The MFCC module converts raw streaming time-domain PCM audio into compact acoustic feature representations (e.g. 13-bin cepstral coefficients, 40-bin or 80-bin Mel spectrograms) suitable for on-device machine learning models such as wake-word classifiers (TFLM, microWakeWord) and speech recognition engines (Whisper).
+
+When enabled, **PCAN** applies per-channel adaptive dynamic gain control and piecewise root dynamic range compression across time to suppress stationary background noise and normalize channel energy before feature quantization.
+
+---
+
+## 2. Architecture & Data Flow
 
 ```mermaid
 graph LR
-  In[Audio Frame] --> Win[Windowing]
-  Win --> FFT[FFT]
-  FFT --> Mel[Mel Filterbank]
-  Mel --> DCT[DCT]
-  DCT --> Out[MFCC Output Features]
+  In[Audio PCM Frame] --> Win[Windowing: Hamming/Hann]
+  Win --> FFT[FFT: 512-pt]
+  FFT --> Mel[Mel Filterbank: 40/80 Bins]
+  Mel --> PCAN[PCAN Gain Normalization]
+  PCAN --> Log[Log Scaling / dB]
+  Log --> VAD[VAD / DTX Silence Gating]
+  Log --> DCT[DCT: Cepstral Matrix]
+  DCT --> Lifter[Cepstral Lifter]
+  Lifter --> Out[MFCC Output Features]
+```
+
+---
+
+## 3. Dependencies
+
+| Dependency | Purpose |
+|---|---|
+| **West Manifest (`west.yml`)** | Manages workspace dependencies including `tflite-micro` |
+| **`tflite-micro`** | Provides Google's upstream Apache-2.0 `microfrontend` PCAN library (`pcan_gain_control.c`, `noise_reduction.c`) |
+| **GNU Octave ($\ge 5.0$)** | Required for topology configuration generation (`tune/setup_mfcc.m`) and reference vector export |
+| **CMake ($\ge 3.13$)** | SOF build system |
+| **Zephyr SDK / Xtensa XCC** | DSP cross-compilation toolchains for Cadence HiFi3 / HiFi4 SIMD kernels |
+| **CMocka** | Host unit testing framework |
+
+---
+
+## 4. Build & Tuning Instructions
+
+### 4.1 Synchronize Dependencies via West
+```bash
+west update
 ```
 
-## Configuration and Scripts
+### 4.2 Build Host Unit Tests
+```bash
+# Configure unit tests
+cmake -S sof -B build_ut -DBUILD_UNIT_TESTS=ON -DBUILD_UNIT_TESTS_HOST=ON -DINIT_CONFIG=unit_test_defconfig
+
+# Build all math and MFCC tests
+cmake --build build_ut --target pcan
+ctest --test-dir build_ut -R "pcan|auditory|dct|matrix|window|fft" --output-on-failure
+```
+
+### 4.3 Build Target DSP Firmware
+```bash
+west build -b intel_adsp_ace15_mtpm app
+```
+
+### 4.4 Generate Topology Configurations (Octave)
+The tuning script generates binary configuration blobs and ALSA topology configurations:
+```bash
+cd src/audio/mfcc/tune
+octave-cli --eval "setup_mfcc"
+```
+Available presets generated:
+- `ceps13_compress_dtx.conf`: 13-bin cepstral features with VAD and DTX silence suppression.
+- `mel80_compress.conf`: 80-bin linear Mel spectrogram features.
+- `mel80_compress_dtx.conf`: 80-bin Mel spectrogram with DTX gating.
+- `mel80_pcan_compress.conf`: 80-bin Mel spectrogram with Google PCAN dynamic AGC normalization.
+
+---
+
+## 5. Configuration Options
 
-- **Kconfig**: Enables the MFCC component (`COMP_MFCC`) which selects necessary math libraries (`MATH_FFT`, `MATH_DCT`, `MATH_16BIT_MEL_FILTERBANK`, etc.). Depends on `COMP_MODULE_ADAPTER`.
-- **CMakeLists.txt**: Compiles generic, common, and HIFI implementations (`mfcc_hifi3.c`, `mfcc_hifi4.c`). Provides support for Zephyr loadable extensions (`llext`).
-- **mfcc.toml**: Specifies the topology configuration for the MFCC module (UUID, affinity, memory parameters, and pin formats).
-- **Topology (.conf)**: Derived from `tools/topology/topology2/include/components/mfcc.conf`, configuring a `mfcc` widget object of type `effect` with UUID `73:a7:10:db:a4:1a:ea:4c:a2:1f:2d:57:a5:c9:82:eb`.
+- **`CONFIG_COMP_MFCC`**: Enables the MFCC component and automatically selects required math libraries (`CONFIG_MATH_FFT`, `CONFIG_MATH_AUDITORY`, `CONFIG_MATH_DCT`, `CONFIG_MATH_PCAN`, `CONFIG_MATH_WINDOW`).
+- **`CONFIG_COMP_MODULE_ADAPTER`**: Module adapter infrastructure for SOF processing components.
diff --git a/src/audio/mfcc/mfcc.c b/src/audio/mfcc/mfcc.c
index bc57d2e8ace4..a71948e8d8b3 100644
--- a/src/audio/mfcc/mfcc.c
+++ b/src/audio/mfcc/mfcc.c
@@ -33,11 +33,19 @@
 #include <stdbool.h>
 #include <stddef.h>
 #include <stdint.h>
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+#include <zephyr/kernel.h>
+#endif
 
 LOG_MODULE_REGISTER(mfcc, CONFIG_SOF_LOG_LEVEL);
 
 SOF_DEFINE_REG_UUID(mfcc);
 
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+static uint32_t last_mfcc_cycle;
+static uint32_t mfcc_call_count;
+#endif
+
 /** \brief Source/sink API based source copy function map. */
 struct mfcc_source_func_map {
 	uint8_t source_fmt;
@@ -162,6 +170,13 @@ static int mfcc_process(struct processing_module *mod,
 	size_t source_avail;
 	int frames;
 	int num_ceps;
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+	uint32_t now = k_cycle_get_32();
+	uint32_t delta_cycles = now - last_mfcc_cycle;
+
+	last_mfcc_cycle = now;
+	mfcc_call_count++;
+#endif
 
 	comp_dbg(dev, "start");
 
@@ -172,23 +187,47 @@ static int mfcc_process(struct processing_module *mod,
 	 * can continue while the previous period is drained.
 	 */
 	pending = state->header_pending || state->out_remain > 0;
-	if (cd->config->compress_output && pending)
-		return mfcc_process_output(mod, cd, sources, sinks, 0, 0);
+	if (cd->config->compress_output && pending) {
+		int ret = mfcc_process_output(mod, cd, sources, sinks, 0, 0);
+
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+		comp_info(dev, "[MFCC proc %u] delta=%u us (pending retry, ret=%d)",
+			  mfcc_call_count, k_cyc_to_us_near32(delta_cycles), ret);
+#endif
+		return ret;
+	}
 
 	source_avail = source_get_data_frames_available(sources[0]);
 	frames = MIN(source_avail, cd->max_frames);
-	if (!frames)
+	if (!frames) {
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+		comp_info(dev, "[MFCC proc %u] delta=%u us (no frames, avail=%zu)",
+			  mfcc_call_count, k_cyc_to_us_near32(delta_cycles), source_avail);
+#endif
 		return 0;
+	}
 
 	/* Copy input audio from source to MFCC internal circular buffer */
 	cd->source_func(sources[0], &state->buf, &state->emph, frames, state->source_channel);
 
 	/* Run STFT and Mel/DCT processing */
 	num_ceps = mfcc_stft_process(mod, cd);
-	if (num_ceps < 0)
+	if (num_ceps < 0) {
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+		comp_info(dev, "[MFCC proc %u] delta=%u us stft error %d",
+			  mfcc_call_count, k_cyc_to_us_near32(delta_cycles), num_ceps);
+#endif
 		return num_ceps;
+	}
+
+	int ret = mfcc_process_output(mod, cd, sources, sinks, num_ceps, frames);
 
-	return mfcc_process_output(mod, cd, sources, sinks, num_ceps, frames);
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+	comp_info(dev, "[MFCC proc %u] delta=%u us avail=%zu frames=%d ceps=%d ret=%d",
+		  mfcc_call_count, k_cyc_to_us_near32(delta_cycles),
+		  source_avail, frames, num_ceps, ret);
+#endif
+	return ret;
 }
 
 /**
@@ -242,8 +281,14 @@ static int mfcc_prepare(struct processing_module *mod,
 	/* Initialize MFCC, max_frames is set to dev->frames + 4 */
 	if (cd->config && data_size > 0) {
 		uint32_t src_rate = audio_stream_get_rate(&sourceb->stream);
+		int max_frames;
+
+		if (dev->frames < cd->config->frame_shift)
+			dev->frames = cd->config->frame_shift;
 
-		ret = mfcc_setup(mod, dev->frames + 4, src_rate,
+		max_frames = dev->frames + 4;
+
+		ret = mfcc_setup(mod, max_frames, src_rate,
 				 audio_stream_get_channels(&sourceb->stream));
 		if (ret < 0) {
 			comp_err(dev, "setup failed.");
@@ -317,6 +362,10 @@ static int mfcc_reset(struct processing_module *mod)
 
 	/* Reset to similar state as init() */
 	cd->source_func = NULL;
+#if CONFIG_COMP_MFCC_DEBUG_TRACE
+	last_mfcc_cycle = 0;
+	mfcc_call_count = 0;
+#endif
 	return 0;
 }
 
diff --git a/src/audio/mfcc/mfcc_common.c b/src/audio/mfcc/mfcc_common.c
index 2460493ed34d..ee2e2a25fe6a 100644
--- a/src/audio/mfcc/mfcc_common.c
+++ b/src/audio/mfcc/mfcc_common.c
@@ -13,6 +13,9 @@
 #include <sof/math/auditory.h>
 #include <sof/math/fft.h>
 #include <sof/math/matrix.h>
+#if CONFIG_COMP_MFCC_PCAN
+#include <sof/math/pcan.h>
+#endif
 #include <sof/math/sqrt.h>
 #include <sof/math/trig.h>
 #include <sof/math/window.h>
@@ -352,8 +355,23 @@ int mfcc_stft_process(struct processing_module *mod, struct mfcc_comp_data *cd)
 		 * to add the missing "gain".
 		 */
 		mel_scale_shift = input_shift - fft->fft_plan->len;
+
+#if CONFIG_COMP_MFCC_PCAN
+		if (state->pcan.enable_pcan) {
+			psy_apply_mel_filterbank_with_linear_32(&state->melfb, fft->fft_out,
+							       state->power_spectra, state->mel_log_32,
+							       state->mel_linear, mel_scale_shift);
+			pcan_noise_reduction(&state->pcan, state->mel_linear);
+			pcan_apply(&state->pcan, state->mel_linear);
+			pcan_log_scale(&state->pcan, state->mel_linear);
+		} else {
+			psy_apply_mel_filterbank_32(&state->melfb, fft->fft_out, state->power_spectra,
+						    state->mel_log_32, mel_scale_shift);
+		}
+#else
 		psy_apply_mel_filterbank_32(&state->melfb, fft->fft_out, state->power_spectra,
 					    state->mel_log_32, mel_scale_shift);
+#endif
 
 		if (state->mel_only) {
 			/* In Mel-only mode output Mel log spectra directly */
@@ -497,6 +515,30 @@ static void mfcc_prepare_output(struct mfcc_state *state, int num_ceps)
 	if (num_ceps <= 0)
 		return;
 
+#if CONFIG_COMP_MFCC_PCAN
+	if (state->pcan.enable_pcan) {
+		int8_t *out8 = (int8_t *)state->out_stage;
+
+		for (k = 0; k < num_ceps; k++) {
+			/* Map PCAN log-scaled output (~0..666) to int8 [-128..127] */
+			int32_t val = (int32_t)state->mel_linear[k];
+
+			val = ((val * 256) + 333) / 666 - 128;
+			if (val > 127)
+				val = 127;
+			else if (val < -128)
+				val = -128;
+
+			out8[k] = (int8_t)val;
+		}
+
+		state->out_data_ptr = state->out_stage;
+		state->out_remain = num_ceps;
+		state->header_pending = true;
+		return;
+	}
+#endif
+
 	/* Copy into out_stage so the next STFT hop may freely reuse
 	 * mel_log_32 / cepstral_coef while this frame is still pending.
 	 */
@@ -585,8 +627,14 @@ static int mfcc_output_compress(struct processing_module *mod, struct mfcc_comp_
 		state->dtx_silence_counter = 0;
 	}
 
+#if CONFIG_COMP_MFCC_PCAN
+	size_t sample_size = state->pcan.enable_pcan ? sizeof(int8_t) : sizeof(int32_t);
+#else
+	size_t sample_size = sizeof(int32_t);
+#endif
+
 	out_bytes = (state->header_pending ? sizeof(state->header) : 0) +
-		    state->out_remain * sizeof(int32_t);
+		    state->out_remain * sample_size;
 	if (out_bytes == 0)
 		return 0;
 
@@ -609,7 +657,7 @@ static int mfcc_output_compress(struct processing_module *mod, struct mfcc_comp_
 	if (state->out_remain > 0) {
 		mfcc_sink_write_bytes(&dst, sink_start, sink_buf_size,
 				      (uint8_t *)state->out_data_ptr,
-				      state->out_remain * sizeof(int32_t));
+				      state->out_remain * sample_size);
 	}
 
 	ret = sink_commit_buffer(sinks[0], commit_bytes);
@@ -653,11 +701,10 @@ static int mfcc_output_legacy(struct processing_module *mod, struct mfcc_comp_da
 	void *sink_start;
 	size_t sink_buf_size;
 	uint8_t *dst;
-	int n32;
 	int ret;
 
 	/* The MFCC sink is treated as an opaque byte container: the period
-	 * carries an MFCC blob (header + int32 features), not PCM audio.
+	 * carries an MFCC blob (header + features), not PCM audio.
 	 * Sizing the commit as sink_frame_bytes * frames keeps the period
 	 * size matched to whatever the sink advertises (S16_LE / S24_4LE /
 	 * S32_LE), so no format-specific conversion is needed. Any payload
@@ -702,17 +749,25 @@ static int mfcc_output_legacy(struct processing_module *mod, struct mfcc_comp_da
 		}
 	}
 
-	/* Write pending feature data (always int32) */
+	/* Write pending feature data (int8 in PCAN mode, int32 otherwise) */
 	if (state->out_remain > 0 && avail > 0) {
-		data_bytes = state->out_remain * sizeof(int32_t);
-		to_write = MIN(data_bytes, avail) & ~(size_t)3;
+#if CONFIG_COMP_MFCC_PCAN
+		size_t sample_size = state->pcan.enable_pcan ? sizeof(int8_t) : sizeof(int32_t);
+#else
+		size_t sample_size = sizeof(int32_t);
+#endif
+		data_bytes = state->out_remain * sample_size;
+		to_write = MIN(data_bytes, avail);
+		if (sample_size > 1)
+			to_write &= ~(sample_size - 1);
 		if (to_write > 0) {
 			mfcc_sink_write_bytes(&dst, sink_start, sink_buf_size,
 					      (uint8_t *)state->out_data_ptr,
 					      to_write);
-			n32 = to_write / sizeof(int32_t);
-			state->out_data_ptr += n32;
-			state->out_remain -= n32;
+			int n = to_write / sample_size;
+
+			state->out_data_ptr = (void *)((uint8_t *)state->out_data_ptr + to_write);
+			state->out_remain -= n;
 		}
 	}
 
diff --git a/src/audio/mfcc/mfcc_setup.c b/src/audio/mfcc/mfcc_setup.c
index 1d062b2a5206..c380aa7da3cb 100644
--- a/src/audio/mfcc/mfcc_setup.c
+++ b/src/audio/mfcc/mfcc_setup.c
@@ -10,6 +10,9 @@
 #include <sof/math/auditory.h>
 #include <sof/math/icomplex16.h>
 #include <sof/math/icomplex32.h>
+#if CONFIG_COMP_MFCC_PCAN
+#include <sof/math/pcan.h>
+#endif
 #include <sof/math/trig.h>
 #include <sof/math/window.h>
 #include <sof/trace/trace.h>
@@ -383,6 +386,9 @@ int mfcc_setup(struct processing_module *mod, int max_frames, int sample_rate, i
 	/* Use FFT buffer as scratch for later computed data */
 	state->power_spectra = (int32_t *)&fft->fft_buf[0];
 	state->mel_log_32 = &state->power_spectra[fft->half_fft_size];
+#if CONFIG_COMP_MFCC_PCAN
+	state->mel_linear = (uint32_t *)&state->mel_log_32[config->num_mel_bins];
+#endif
 
 	/* Check that mel_log_32 fits in the remaining fft_buf scratch space */
 	mel_log_32_space = (int)(fft->fft_buffer_size / sizeof(int32_t)) - fft->half_fft_size;
@@ -459,9 +465,70 @@ int mfcc_setup(struct processing_module *mod, int max_frames, int sample_rate, i
 		}
 	}
 
+	if (config->enable_pcan) {
+#if CONFIG_COMP_MFCC_PCAN
+		struct pcan_config pcfg;
+		uint32_t *pcan_noise;
+		int16_t *pcan_lut;
+
+		pcfg.strength = (config->pcan_strength > 0) ?
+			((float)config->pcan_strength / 32768.0f) : 0.95f;
+		pcfg.offset = (config->pcan_offset > 0) ?
+			((float)config->pcan_offset / 128.0f) : 80.0f;
+		pcfg.gain_bits = (config->pcan_gain_bits > 0) ?
+			config->pcan_gain_bits : 21;
+		pcfg.smoothing_coef = (config->pcan_smoothing_coef > 0) ?
+			(uint16_t)config->pcan_smoothing_coef : 819;
+		pcfg.smoothing_bits = 10;
+		pcfg.input_correction_bits = 0;
+		pcfg.enable_pcan = true;
+
+		pcan_noise = mod_zalloc(mod, config->num_mel_bins * sizeof(uint32_t));
+		if (!pcan_noise) {
+			comp_err(dev, "Failed PCAN noise estimate alloc");
+			ret = -ENOMEM;
+			goto free_vad;
+		}
+
+		pcan_lut = mod_zalloc(mod, PCAN_LUT_SIZE * sizeof(int16_t));
+		if (!pcan_lut) {
+			comp_err(dev, "Failed PCAN gain LUT alloc");
+			mod_free(mod, pcan_noise);
+			ret = -ENOMEM;
+			goto free_vad;
+		}
+
+		ret = pcan_populate_state(&pcfg, &state->pcan, pcan_noise, pcan_lut,
+					  config->num_mel_bins, 10, 0);
+		if (ret < 0) {
+			comp_err(dev, "Failed PCAN state init");
+			mod_free(mod, pcan_noise);
+			mod_free(mod, pcan_lut);
+			goto free_vad;
+		}
+	} else {
+		state->pcan.enable_pcan = false;
+		state->pcan.noise_estimate = NULL;
+		state->pcan.gain_lut = NULL;
+	}
+#else
+		comp_err(dev, "enable_pcan set but CONFIG_COMP_MFCC_PCAN is not selected");
+		ret = -EINVAL;
+		goto free_vad;
+	}
+#endif
+
 	comp_dbg(dev, "done");
 	return 0;
 
+free_vad:
+	if (config->enable_vad) {
+		mod_free(mod, cd->vad.noise_floor);
+		mod_free(mod, cd->vad.weights);
+		cd->vad.noise_floor = NULL;
+		cd->vad.weights = NULL;
+	}
+
 free_out_stage:
 	mod_free(mod, state->out_stage);
 
@@ -528,6 +595,10 @@ void mfcc_free_buffers(struct processing_module *mod)
 	mfcc_free_and_null(mod, (void **)&cd->state.dct.matrix);
 	mfcc_free_and_null(mod, (void **)&cd->state.lifter.matrix);
 	mfcc_free_and_null(mod, (void **)&cd->state.out_stage);
+#if CONFIG_COMP_MFCC_PCAN
+	mfcc_free_and_null(mod, (void **)&cd->state.pcan.noise_estimate);
+	mfcc_free_and_null(mod, (void **)&cd->state.pcan.gain_lut);
+#endif
 	mfcc_free_and_null(mod, (void **)&cd->vad.noise_floor);
 	mfcc_free_and_null(mod, (void **)&cd->vad.weights);
 }
diff --git a/src/include/sof/audio/mfcc/mfcc_comp.h b/src/include/sof/audio/mfcc/mfcc_comp.h
index 885339004fc0..ad4e2afdf33c 100644
--- a/src/include/sof/audio/mfcc/mfcc_comp.h
+++ b/src/include/sof/audio/mfcc/mfcc_comp.h
@@ -13,6 +13,9 @@
 #include <sof/math/auditory.h>
 #include <sof/math/dct.h>
 #include <sof/math/fft.h>
+#if CONFIG_COMP_MFCC_PCAN
+#include <sof/math/pcan.h>
+#endif
 #include <sof/audio/mfcc/mfcc_vad.h>
 #include <sof/ipc/msg.h>
 #include <stddef.h>
@@ -99,6 +102,10 @@ struct mfcc_state {
 	struct mfcc_fft fft; /**< FFT related */
 	struct dct_plan_16 dct; /**< DCT related */
 	struct psy_mel_filterbank melfb; /**< Mel filter bank */
+#if CONFIG_COMP_MFCC_PCAN
+	struct pcan_state pcan; /**< PCAN state */
+	uint32_t *mel_linear; /**< Linear Mel band magnitudes for PCAN */
+#endif
 	struct mfcc_cepstral_lifter lifter; /**< Cepstral lifter coefficients */
 	struct mat_matrix_16b *mel_spectra; /**< Pointer to scratch */
 	struct mat_matrix_16b *cepstral_coef; /**< Pointer to scratch */
@@ -122,8 +129,8 @@ struct mfcc_state {
 	bool header_pending; /**< True when data header not yet written for current output */
 	struct mfcc_data_header header; /**< Data header for current output frame */
 	size_t sample_buffers_size; /**< bytes */
-	int32_t *out_data_ptr; /**< Read pointer into staging data for multi-period output */
-	int out_remain; /**< Remaining int32_t samples to write to sink from staging */
+	void *out_data_ptr; /**< Read pointer into staging data for multi-period output */
+	int out_remain; /**< Remaining samples to write to sink from staging */
 	int32_t *out_stage; /**< Dedicated staging buffer for pending output, decoupled from STFT scratch */
 	int out_stage_size; /**< Capacity of out_stage in int32_t samples */
 	uint32_t hop_count; /**< FFT hop counter, increments every processed hop */
diff --git a/src/include/user/mfcc.h b/src/include/user/mfcc.h
index 286ee4f5e985..e8793811509b 100644
--- a/src/include/user/mfcc.h
+++ b/src/include/user/mfcc.h
@@ -56,7 +56,8 @@ struct sof_mfcc_config {
 	int16_t mmax_coef; /**< Q1.15 decay coefficient for dynamic mmax, a small value for slow */
 	uint16_t dtx_trailing_silence_hops; /**< DTX: number of silence hops to send after speech, 0 = send first only */
 	uint16_t dtx_silence_hops_interval; /**< DTX: send silence frame every Nth hop during VAD=0, 0 = disable */
-	uint32_t reserved[5];
+	uint32_t pcan_smoothing_coef; /**< Q14 smoothing coef for PCAN, e.g. 819 for 0.05 */
+	uint32_t reserved[4];
 	int32_t sample_frequency; /**< Hz. e.g. 16000 */
 	int32_t pmin; /**< Q1.31 linear power, limit minimum Mel energy, e.g. 1e-9 */
 	enum sof_mfcc_mel_log_type mel_log; /**< Use MEL_LOG_IS_LOG, LOG10 or DB*/
@@ -79,7 +80,9 @@ struct sof_mfcc_config {
 	int16_t vtln_high; /**< Reserved, no support */
 	int16_t vtln_low; /**< Reserved, no support */
 	int16_t vtln_warp; /**< Reserved, no support */
-	int16_t reserved16[3]; /**< Reserved for future 16-bit fields, set to 0 */
+	int16_t pcan_strength; /**< Q1.15 strength alpha, e.g. 31130 for 0.95 */
+	int16_t pcan_offset; /**< Q8.7 offset delta, e.g. 10240 for 80.0 */
+	int16_t pcan_gain_bits; /**< Gain bits scale, e.g. 21 */
 	bool htk_compat; /**< Must be false */
 	bool raw_energy; /**< Reserved, no support */
 	bool remove_dc_offset; /**< Reserved, no support */
@@ -92,7 +95,8 @@ struct sof_mfcc_config {
 	bool enable_dtx; /**< Discontinuous transmission: suppress silence after trailing frames */
 	bool update_controls; /**< Update controls with VAD decision */
 	bool compress_output; /**< Use compress PCM output: variable size, no zero padding */
-	bool reserved_bool[4]; /* Reserved for future boolean flags, set to false (0) */
+	bool enable_pcan; /**< Enable PCAN normalization on Mel filterbank energies */
+	bool reserved_bool[3]; /* Reserved for future boolean flags, set to false (0) */
 } __attribute__((packed));
 
 #endif /* __USER_MFCC_H__ */

From 7e79b823225d171c597af5d1d0bc06b76c8b25f7 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:19:42 +0300
Subject: [PATCH 17/35] audio: mfcc: tune: add PCAN profiles and export
 configuration

Add PCAN export configuration to setup_mfcc.m and generate
mel40_10ms_pcan_compress.conf and mel80_pcan_compress.conf topology
blobs with enable_pcan set.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/mfcc/tune/setup_mfcc.m              | 74 ++++++++++++++-----
 .../components/mfcc/ceps13_compress_dtx.conf  |  8 +-
 .../include/components/mfcc/default.conf      |  8 +-
 .../include/components/mfcc/mel40.conf        | 16 ++--
 .../components/mfcc/mel40_10ms_compress.conf  | 16 ++--
 .../mfcc/mel40_10ms_pcan_compress.conf        | 24 ++++++
 .../components/mfcc/mel40_compress.conf       | 16 ++--
 .../include/components/mfcc/mel80.conf        | 16 ++--
 .../components/mfcc/mel80_compress.conf       | 16 ++--
 .../components/mfcc/mel80_compress_dtx.conf   | 16 ++--
 .../components/mfcc/mel80_pcan_compress.conf  | 24 ++++++
 11 files changed, 161 insertions(+), 73 deletions(-)
 create mode 100644 tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
 create mode 100644 tools/topology/topology2/include/components/mfcc/mel80_pcan_compress.conf

diff --git a/src/audio/mfcc/tune/setup_mfcc.m b/src/audio/mfcc/tune/setup_mfcc.m
index e8578a264826..b72855cdcf26 100644
--- a/src/audio/mfcc/tune/setup_mfcc.m
+++ b/src/audio/mfcc/tune/setup_mfcc.m
@@ -96,6 +96,35 @@ function setup_mfcc()
 	setup.tplg_fn = 'ceps13_compress_dtx.conf';
 	export_mfcc_setup(gen_cfg, setup);
 
+	% Mel spectrogram with PCAN normalization and compress PCM output
+	setup = get_mel_spectrogram_config();
+	setup.enable_pcan = true;
+	setup.compress_output = true;
+	setup.tplg_fn = 'mel80_pcan_compress.conf';
+	export_mfcc_setup(gen_cfg, setup);
+
+	% 40 mel bins, 10 ms hop PCAN for microWakeWord (no Slaney norm, Google-matched)
+	setup = get_mel_spectrogram_config();
+	setup.frame_length = 30.0;
+	setup.frame_shift = 10.0;
+	setup.num_mel_bins = 40;
+	setup.low_freq = 125;
+	setup.high_freq = 7500;
+	setup.norm = 'none';
+	setup.mel_offset = 0;
+	setup.mel_scale = 1.0;
+	setup.top_db = 0;
+	setup.dynamic_mmax = false;
+	setup.enable_pcan = true;
+	setup.pcan_strength = 0.95;
+	setup.pcan_offset = 80.0;
+	setup.pcan_gain_bits = 21;
+	setup.pcan_smoothing_coef = 819;
+	setup.compress_output = true;
+	setup.update_controls = false;
+	setup.tplg_fn = 'mel40_10ms_pcan_compress.conf';
+	export_mfcc_setup(gen_cfg, setup);
+
 end
 
 function cfg = get_mfcc_default_config()
@@ -139,6 +168,11 @@ function setup_mfcc()
 	cfg.dtx_silence_hops_interval = 0;
 	cfg.update_controls = false;
 	cfg.compress_output = false;
+	cfg.enable_pcan = false;
+	cfg.pcan_strength = 0.95;
+	cfg.pcan_offset = 80.0;
+	cfg.pcan_gain_bits = 21;
+	cfg.pcan_smoothing_coef = 819;
 end
 
 function cfg = get_mel_spectrogram_config()
@@ -158,7 +192,7 @@ function setup_mfcc()
 	cfg.num_mel_bins = 80;
 	cfg.preemphasis_coefficient = 0;
 	cfg.raw_energy = false;
-	cfg.remove_dc_offset = false;
+	cfg.remove_dc_offset = true;
 	cfg.round_to_power_of_two = true;
 	cfg.sample_frequency = 16000;
 	cfg.snip_edges = true;
@@ -168,20 +202,25 @@ function setup_mfcc()
 	cfg.vtln_low = 0;
 	cfg.vtln_warp = 1.0;
 	cfg.window_type = 'hann';
-	cfg.mel_log = 'log10';
+	cfg.mel_log = 'log'; % Set to 'db' for librosa, set to 'log10' for matlab
 	cfg.pmin = 1e-10;
-	cfg.top_db = 8; % applied for log10, would be 80 dB clamp for decibels as 10*log10()
-	cfg.mel_offset = 4.0; % For whisper like Mel scale and normalize
-	cfg.mel_scale = 0.25; % For whisper like Mel scale and normalize
-	cfg.mmax_init = 0; % Initial value max Mel value, data clamp is mmax - top_db
-	cfg.mmax_coef = 0; % Dynamic max Mel value decay coefficient (zero lock to found max)
-	cfg.dynamic_mmax = true;
-	cfg.enable_vad = true;
+	cfg.top_db = 80.0;
+	cfg.mel_offset = 4.0; % Whisper: (mel + 4.0) * 0.25
+	cfg.mel_scale = 0.25;
+	cfg.mmax_init = 0;
+	cfg.mmax_coef = 0.005; % Whisper mmax tracking: slow decay
+	cfg.dynamic_mmax = false;
+	cfg.enable_vad = false;
 	cfg.enable_dtx = false;
 	cfg.dtx_trailing_silence_hops = 0;
 	cfg.dtx_silence_hops_interval = 0;
-	cfg.update_controls = true;
+	cfg.update_controls = false;
 	cfg.compress_output = false;
+	cfg.enable_pcan = false;
+	cfg.pcan_strength = 0.95;
+	cfg.pcan_offset = 80.0;
+	cfg.pcan_gain_bits = 21;
+	cfg.pcan_smoothing_coef = 819;
 end
 
 function export_mfcc_setup(gen_cfg, cfg)
@@ -218,8 +257,9 @@ function export_mfcc_setup(gen_cfg, cfg)
 
 v = cfg.dtx_trailing_silence_hops;                [b8, j] = add_w16b(v, b8, j); % DTX trailing silence hops
 v = cfg.dtx_silence_hops_interval;                [b8, j] = add_w16b(v, b8, j); % DTX silence frame interval
+v = cfg.pcan_smoothing_coef;                 [b8, j] = add_w32b(v, b8, j); % PCAN smoothing coef in Q14
 % Reserved
-for i = 1:5
+for i = 1:4
 	[b8, j] = add_w32b(0, b8, j);
 end
 
@@ -245,10 +285,9 @@ function export_mfcc_setup(gen_cfg, cfg)
 v = 0;                                           [b8, j] = add_w16b(v, b8, j); % vtln_high Qx.y TBD
 v = 0;                                           [b8, j] = add_w16b(v, b8, j); % vtln_low Qx.y TBD
 v = 0;                                           [b8, j] = add_w16b(v, b8, j); % vtln_warp Qx.y TBD
-% reserved16[3]
-for i = 1:3
-	[b8, j] = add_w16b(0, b8, j);
-end
+v = q_convert(cfg.pcan_strength, 15);            [b8, j] = add_w16b(v, b8, j); % PCAN strength in Q1.15
+v = q_convert(cfg.pcan_offset, 7);               [b8, j] = add_w16b(v, b8, j); % PCAN offset in Q8.7
+v = cfg.pcan_gain_bits;                          [b8, j] = add_w16b(v, b8, j); % PCAN gain bits
 v = cfg.htk_compat;                              [b8, j] = add_w8b(v, b8, j); % bool
 v = cfg.raw_energy;                              [b8, j] = add_w8b(v, b8, j); % bool
 v = cfg.remove_dc_offset;                        [b8, j] = add_w8b(v, b8, j); % bool
@@ -261,8 +300,9 @@ function export_mfcc_setup(gen_cfg, cfg)
 v = cfg.enable_dtx;                              [b8, j] = add_w8b(v, b8, j); % bool
 v = cfg.update_controls;                         [b8, j] = add_w8b(v, b8, j); % bool
 v = cfg.compress_output;                         [b8, j] = add_w8b(v, b8, j); % bool
-% reserved_bool[4]
-for i = 1:4
+v = cfg.enable_pcan;                             [b8, j] = add_w8b(v, b8, j); % bool
+% reserved_bool[3]
+for i = 1:3
 	[b8, j] = add_w8b(0, b8, j);
 end
 
diff --git a/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf b/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
index ce4b7b65c1e5..306d0bca002a 100644
--- a/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
+++ b/tools/topology/topology2/include/components/mfcc/ceps13_compress_dtx.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -8,7 +8,7 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x14,0x00,0xf4,0x01,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -17,8 +17,8 @@ Object.Base.data."mfcc_config" {
 		0xc3,0x35,0x00,0x2c,0x00,0x00,0x00,0x00,
 		0x90,0x01,0xa0,0x00,0x00,0x00,0x14,0x00,
 		0x0d,0x00,0x17,0x00,0x00,0x00,0x00,0x64,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x01,0x01,0x01,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x01,0x01,0x01,
 		0x01,0x00,0x00,0x00,0x01,0x01,0x01,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/default.conf b/tools/topology/topology2/include/components/mfcc/default.conf
index eaf74a2b7390..297c4ec13581 100644
--- a/tools/topology/topology2/include/components/mfcc/default.conf
+++ b/tools/topology/topology2/include/components/mfcc/default.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -8,7 +8,7 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -17,8 +17,8 @@ Object.Base.data."mfcc_config" {
 		0xc3,0x35,0x00,0x2c,0x00,0x00,0x00,0x00,
 		0x90,0x01,0xa0,0x00,0x00,0x00,0x14,0x00,
 		0x0d,0x00,0x17,0x00,0x00,0x00,0x00,0x64,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x01,0x01,0x01,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x01,0x01,0x01,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40.conf b/tools/topology/topology2/include/components/mfcc/mel40.conf
index f18ad76f31b9..abede8b58913 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0x40,0x01,0x40,0x1f,0x00,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x00,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
index 232e655df15c..f01a1442475f 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x01,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
new file mode 100644
index 000000000000..dcbf5ea5164c
--- /dev/null
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
@@ -0,0 +1,24 @@
+# Exported MFCC configuration 16-Sep-2026
+# cd src/audio/mfcc/tune; octave setup_mfcc.m
+Object.Base.data."mfcc_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x10,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x00"
+}
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
index ac3627d2ae49..c4881ac0060f 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0x40,0x01,0x40,0x1f,0x00,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x01,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel80.conf b/tools/topology/topology2/include/components/mfcc/mel80.conf
index f1d98ea5c002..16b9d12fabed 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x90,0x01,0xa0,0x00,0x40,0x1f,0x00,0x00,
-		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x00,
+		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_compress.conf b/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
index a56c1b60e335..e104b3579e75 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x90,0x01,0xa0,0x00,0x40,0x1f,0x00,0x00,
-		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x01,0x01,
+		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf b/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
index 2264afbd1086..c3e53b28c1fb 100644
--- a/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel80_compress_dtx.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 11-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x14,0x00,0xf4,0x01,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x14,0x00,0xf4,0x01,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x90,0x01,0xa0,0x00,0x40,0x1f,0x00,0x00,
-		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x01,0x01,0x01,
+		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x01,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel80_pcan_compress.conf b/tools/topology/topology2/include/components/mfcc/mel80_pcan_compress.conf
new file mode 100644
index 000000000000..4892bf431b6c
--- /dev/null
+++ b/tools/topology/topology2/include/components/mfcc/mel80_pcan_compress.conf
@@ -0,0 +1,24 @@
+# Exported MFCC configuration 16-Sep-2026
+# cd src/audio/mfcc/tune; octave setup_mfcc.m
+Object.Base.data."mfcc_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x90,0x01,0xa0,0x00,0x40,0x1f,0x00,0x00,
+		0x00,0x00,0x50,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x00"
+}

From 3e2934705d1eb330f68c2835e4c7c938240a7eee Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:20:37 +0300
Subject: [PATCH 18/35] audio: microwakeword: implement mww component

Add the microWakeWord keyword-spotting processing component. MWW runs
a TensorFlow Lite Micro streaming network (based on the microWakeWord
project) on MFCC features in the Data Processing domain.

The component supports consuming 8-bit normalized Mel features in PCAN
mode or 32-bit features with AGC. Wake word triggers notify downstream
components via AMS or KPB, and Kconfig options allow selecting built-in
models or runtime bytes control configuration.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/CMakeLists.txt                     |   3 +
 src/audio/Kconfig                            |   1 +
 src/audio/microwakeword/CMakeLists.txt       | 375 ++++++++++
 src/audio/microwakeword/Kconfig              |  64 ++
 src/audio/microwakeword/README.md            | 151 ++++
 src/audio/microwakeword/llext-wrap.c         | 135 ++++
 src/audio/microwakeword/llext/CMakeLists.txt | 185 +++++
 src/audio/microwakeword/llext/llext.toml.h   |   6 +
 src/audio/microwakeword/mww.c                | 740 +++++++++++++++++++
 src/audio/microwakeword/mww.toml             |  21 +
 src/audio/microwakeword/mww_model.cc         | 273 +++++++
 src/audio/microwakeword/mww_model.h          |  70 ++
 uuid-registry.txt                            |   1 +
 13 files changed, 2025 insertions(+)
 create mode 100644 src/audio/microwakeword/CMakeLists.txt
 create mode 100644 src/audio/microwakeword/Kconfig
 create mode 100644 src/audio/microwakeword/README.md
 create mode 100644 src/audio/microwakeword/llext-wrap.c
 create mode 100644 src/audio/microwakeword/llext/CMakeLists.txt
 create mode 100644 src/audio/microwakeword/llext/llext.toml.h
 create mode 100644 src/audio/microwakeword/mww.c
 create mode 100644 src/audio/microwakeword/mww.toml
 create mode 100644 src/audio/microwakeword/mww_model.cc
 create mode 100644 src/audio/microwakeword/mww_model.h

diff --git a/src/audio/CMakeLists.txt b/src/audio/CMakeLists.txt
index 92002c8b7c1c..1576166bf92b 100644
--- a/src/audio/CMakeLists.txt
+++ b/src/audio/CMakeLists.txt
@@ -56,6 +56,9 @@ if(NOT CONFIG_COMP_MODULE_SHARED_LIBRARY_BUILD)
 	if(CONFIG_COMP_MFCC)
 		add_subdirectory(mfcc)
 	endif()
+	if(CONFIG_COMP_MWW)
+		add_subdirectory(microwakeword)
+	endif()
 	if(CONFIG_COMP_MIXER)
 		add_subdirectory(mixer)
 	endif()
diff --git a/src/audio/Kconfig b/src/audio/Kconfig
index 8accb25738a2..a18f17523c90 100644
--- a/src/audio/Kconfig
+++ b/src/audio/Kconfig
@@ -142,6 +142,7 @@ rsource "eq_iir/Kconfig"
 rsource "google/Kconfig"
 rsource "igo_nr/Kconfig"
 rsource "mfcc/Kconfig"
+rsource "microwakeword/Kconfig"
 rsource "mixer/Kconfig"
 rsource "mixin_mixout/Kconfig"
 rsource "module_adapter/Kconfig"
diff --git a/src/audio/microwakeword/CMakeLists.txt b/src/audio/microwakeword/CMakeLists.txt
new file mode 100644
index 000000000000..cd298c4ccea7
--- /dev/null
+++ b/src/audio/microwakeword/CMakeLists.txt
@@ -0,0 +1,375 @@
+# Copyright (c) 2026 Intel Corporation.
+# SPDX-License-Identifier: Apache-2.0
+
+# Newer xt-clang LLVMs accept this to keep literals in .rodata; standard
+# Clang or older xt-clang rejects the sub-option. Detect it.
+set(MWW_TEXT_SECTION_LITERALS_FALSE_FLAG "")
+if(CMAKE_C_COMPILER_ID STREQUAL "Clang" OR CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
+  include(CheckCXXCompilerFlag)
+  check_cxx_compiler_flag("-mllvm --text-section-literals=false"
+    MWW_HAS_MLLVM_TEXT_SECTION_LITERALS_FALSE)
+  if(MWW_HAS_MLLVM_TEXT_SECTION_LITERALS_FALSE)
+    set(MWW_TEXT_SECTION_LITERALS_FALSE_FLAG -mllvm --text-section-literals=false)
+    add_compile_options(${MWW_TEXT_SECTION_LITERALS_FALSE_FLAG})
+  endif()
+endif()
+
+# are we building the llext module ?
+if(CONFIG_COMP_MWW STREQUAL "m" AND DEFINED CONFIG_LLEXT)
+  add_subdirectory(llext ${PROJECT_BINARY_DIR}/mww_llext)
+  add_dependencies(app mww)
+  return()
+endif()
+
+# Own dedicated static-build targets (mww_tflm_lib/mww_nn_hifi_lib), distinct
+# from src/audio/tensorflow/'s tflm_lib/nn_hifi_lib -- this model needs a
+# materially different TFLM kernel set (resource variables, CALL_ONCE,
+# Concatenation, StridedSlice, Logistic, Quantize) that tflmcly's build does
+# not compile in, so the two components do not share libraries yet (see
+# plan Stage 10 for a deferred shared-library refactor).
+set(MWW_HAVE_NNLIB_HIFI4 FALSE)
+if(CMAKE_C_COMPILER_ID STREQUAL "Clang" AND CONFIG_XTENSA_HIFI4)
+  set(MWW_HAVE_NNLIB_HIFI4 TRUE)
+endif()
+
+set(NN_HIFI_PATH ${sof_top_dir}/../nnlib-hifi4/xa_nnlib)
+
+# paths for dependencies
+set(TFLM_PATH ${sof_top_dir}/../tflite-micro)
+set(FLATBUFFERS_PATH ${sof_top_dir}/../flatbuffers)
+set(GEMMLOWP_PATH ${sof_top_dir}/../gemmlowp)
+set(RUY_PATH ${sof_top_dir}/../ruy)
+
+set(MWW_TOOLCHAIN_INCLUDE_ROOT
+	${ZEPHYR_SDK_INSTALL_DIR}/gnu/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf/include)
+set(MWW_HAL_SOC_PATH ${sof_top_dir}/../modules/hal/xtensa/zephyr/soc/${SOC_TOOLCHAIN_NAME})
+
+if(MWW_HAVE_NNLIB_HIFI4)
+
+add_library(mww_nn_hifi_lib STATIC
+	${NN_HIFI_PATH}/algo/common/src/xa_nnlib_common_api.c
+	${NN_HIFI_PATH}/algo/kernels/activations/hifi4/xa_nn_activations_32_32.c
+	${NN_HIFI_PATH}/algo/kernels/activations/hifi4/xa_nn_activations_f32_f32.c
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/src/nanf_tbl.c
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/src/inff_tbl.c
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/src/pow2f_tbl.c
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/src/expf_tbl.c
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/src/scl_sigmoidf_hifi4.c
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/src/vec_sigmoidf_hifi4.c
+
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_matXvec_8x8_8_circ.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_pointwise_8x16.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_circ_buf.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_std_8x8.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_depthwise.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_matXvec_16x16_16_circ.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_std_circ_buf.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_matXvec_8x16_16_circ.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_std_8x16.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_depthwise_8x8.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_pointwise_8x8.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_std_16x16.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_pointwise_asym8xasym8.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_std_asym8xasym8.c
+	${NN_HIFI_PATH}/algo/kernels/cnn/hifi4/xa_nn_conv2d_depthwise_asym8xasym8.c
+	${NN_HIFI_PATH}/algo/kernels/fc/hifi4/xa_nn_fully_connected.c
+	${NN_HIFI_PATH}/algo/kernels/pool/hifi4/xa_nn_inv_256_tbl.c
+	${NN_HIFI_PATH}/algo/kernels/reorg/hifi4/xa_nn_transpose_8.c
+	${NN_HIFI_PATH}/algo/kernels/reorg/hifi4/xa_nn_pad_8.c
+	${NN_HIFI_PATH}/algo/kernels/reorg/hifi4/xa_nn_stride_slice_int8.c
+)
+
+target_include_directories(mww_nn_hifi_lib PRIVATE
+	${NN_HIFI_PATH}/include
+	${NN_HIFI_PATH}/algo/common/include/
+	${NN_HIFI_PATH}/include/nnlib/
+	${NN_HIFI_PATH}/algo/ndsp/hifi4/include
+	${MWW_TOOLCHAIN_INCLUDE_ROOT}
+	${MWW_HAL_SOC_PATH}
+)
+
+if(MWW_HAS_MLLVM_TEXT_SECTION_LITERALS_FALSE)
+  target_compile_options(mww_nn_hifi_lib PRIVATE
+    ${MWW_TEXT_SECTION_LITERALS_FALSE_FLAG}
+  )
+endif()
+
+target_compile_definitions(mww_nn_hifi_lib PRIVATE
+	-DHIFI4=1
+	-DHAVE_VFPU=1
+	-DHAVE_VFPU_SINGLE_PRECISION=1
+	-DXCHAL_HAVE_HIFI4=1
+	-DXCHAL_HAVE_HIFI4_VFPU=1
+
+	__xtensa__=1
+	__XTENSA__=1
+	__XCC__
+	__XCC_CLANG__
+	"XT_MAX(a,b)=((a)>(b)?(a):(b))"
+	"XT_MIN(a,b)=((a)<(b)?(a):(b))"
+	"AE_MOVINT16_FROMINT32(v)=((ae_int16)(v))"
+	"AE_CVT64F32_H(v)=((ae_int64)(int64_t)(int32_t)AE_MOVAD32_H(v))"
+	"AE_CVT64F32_L(v)=((ae_int64)(int64_t)(int32_t)AE_MOVAD32_L(v))"
+)
+
+target_compile_options(mww_nn_hifi_lib PRIVATE
+	-fsigned-char
+	-fno-exceptions
+	-mlongcalls
+	-fno-zero-initialized-in-bss
+	-Wsign-compare
+	-DMODEL_INT16
+	-DNNLIB_V2
+	-Dhifi4
+	-DTFLITE_SINGLE_ROUNDING=1
+	-mcpu=${SOC_TOOLCHAIN_NAME}
+	"SHELL:-include xtensahifiintrin.h"
+	"SHELL:-include ${NN_HIFI_PATH}/algo/common/include/xa_nnlib_hifi_isa_compat.h"
+)
+
+endif() # MWW_HAVE_NNLIB_HIFI4
+
+# TFLM kernel sources beyond what tensorflow/CMakeLists.txt currently builds:
+# the hey_jarvis.tflite MixConv streaming graph uses CALL_ONCE, VAR_HANDLE,
+# READ_VARIABLE, ASSIGN_VARIABLE, CONCATENATION, STRIDED_SLICE, LOGISTIC and
+# QUANTIZE in addition to CONV_2D/DEPTHWISE_CONV_2D/FULLY_CONNECTED/RESHAPE
+# (confirmed by direct flatbuffer inspection, see plan Stage 1).
+add_library(mww_tflm_lib STATIC
+	${TFLM_PATH}/tensorflow/compiler/mlir/lite/core/api/error_reporter.cc
+	${TFLM_PATH}/tensorflow/compiler/mlir/lite/schema/schema_utils.cc
+	${TFLM_PATH}/tensorflow/lite/core/c/common.cc
+	${TFLM_PATH}/tensorflow/lite/core/api/flatbuffer_conversions.cc
+	${TFLM_PATH}/tensorflow/lite/core/api/tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/common.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/runtime_shape.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/quantization_util.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/tensor_ctypes.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/portable_tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/reference/comparisons.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/kernel_util.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/kernel_util.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/call_once.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/var_handle.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/read_variable.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/assign_variable.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/concatenation.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/conv_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/depthwise_conv_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/fully_connected_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/logistic_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/quantize_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/reshape_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/strided_slice_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/dequantize_common.cc
+	# reference kernel implementations for the ops above
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/conv.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/depthwise_conv.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/fully_connected.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/logistic.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/quantize.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/reshape.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/strided_slice.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/dequantize.cc
+	${TFLM_PATH}/tensorflow/lite/micro/mock_micro_graph.cc
+	${TFLM_PATH}/tensorflow/lite/micro/flatbuffer_utils.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_interpreter_graph.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_resource_variable.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_interpreter_context.cc
+	${TFLM_PATH}/tensorflow/lite/micro/fake_micro_context.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/persistent_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/recording_single_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/non_persistent_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/single_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/tflite_bridge/flatbuffer_conversions_bridge.cc
+	${TFLM_PATH}/tensorflow/lite/micro/tflite_bridge/micro_error_reporter.cc
+	${TFLM_PATH}/tensorflow/lite/micro/system_setup.cc
+	${TFLM_PATH}/tensorflow/lite/micro/test_helper_custom_ops.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_context.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_log.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_profiler.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_time.cc
+	# debug_log.cc is replaced by our printk-backed DebugLog() in mww.c.
+	#${TFLM_PATH}/tensorflow/lite/micro/debug_log.cc
+	${TFLM_PATH}/tensorflow/lite/micro/test_helpers.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_op_resolver.cc
+	${TFLM_PATH}/tensorflow/lite/micro/recording_micro_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_helpers.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_allocation_info.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_planner/greedy_memory_planner.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_planner/non_persistent_buffer_planner_shim.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_planner/linear_memory_planner.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_utils.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_interpreter.cc
+	mww_model_data.cc
+	mww_model.cc
+)
+
+target_include_directories(mww_tflm_lib PRIVATE
+	${TFLM_PATH}
+	${FLATBUFFERS_PATH}/include
+	${GEMMLOWP_PATH}
+	${RUY_PATH}
+	${sof_top_dir}/posix/include
+	${sof_top_dir}/../modules/hal/xtensa/include
+	${MWW_HAL_SOC_PATH}
+)
+if(MWW_HAVE_NNLIB_HIFI4)
+target_include_directories(mww_tflm_lib PRIVATE
+	${NN_HIFI_PATH}
+	${NN_HIFI_PATH}/include
+)
+endif()
+
+if(MWW_HAVE_NNLIB_HIFI4)
+target_compile_definitions(mww_tflm_lib PRIVATE
+	-DHIFI4=1
+	-DHAVE_VFPU=1
+	-DHAVE_VFPU_SINGLE_PRECISION=1
+	-DXCHAL_HAVE_HIFI4=1
+	-DXCHAL_HAVE_HIFI4_VFPU=1
+
+	__xtensa__=1
+	__XTENSA__=1
+	__XCC__
+	__XCC_CLANG__
+	"XT_MAX(a,b)=((a)>(b)?(a):(b))"
+	"XT_MIN(a,b)=((a)<(b)?(a):(b))"
+	"AE_MOVINT16_FROMINT32(v)=((ae_int16)(v))"
+	"AE_CVT64F32_H(v)=((ae_int64)(int64_t)(int32_t)AE_MOVAD32_H(v))"
+	"AE_CVT64F32_L(v)=((ae_int64)(int64_t)(int32_t)AE_MOVAD32_L(v))"
+)
+target_compile_options(mww_tflm_lib PRIVATE
+	-DHIFI4
+	-DKERNELS_OPTIMIZED_FOR_SPEED
+	-DNNLIB_V2
+)
+endif() # MWW_HAVE_NNLIB_HIFI4
+
+target_compile_options(mww_tflm_lib PRIVATE
+	-std=c++17
+	-fno-rtti
+	-fno-exceptions
+	-fno-threadsafe-statics
+	-Wnon-virtual-dtor
+	-fno-unwind-tables
+	-fmessage-length=0
+	-DTF_LITE_STATIC_MEMORY
+	-DTF_LITE_DISABLE_X86_NEON
+	-Wsign-compare
+	-Wdouble-promotion
+	-Wunused-variable
+	-Wswitch
+	-Wvla
+	-Wall
+	-Wextra
+	-Wmissing-field-initializers
+	-Wstrict-aliasing
+	-Wno-unused-parameter
+	-DXTENSA
+	-DTF_LITE_MCU_DEBUG_LOG
+	-DTF_LITE_USE_CTIME
+	-mlongcalls
+	-Wno-shadow
+)
+
+if(CMAKE_CXX_COMPILER_ID MATCHES "Clang|Xtensa" OR CMAKE_C_COMPILER MATCHES "xt-clang")
+	target_compile_options(mww_tflm_lib PRIVATE
+		-stdlib=libc++
+		"SHELL:-include xtensahifiintrin.h"
+		-fno-vectorize
+		-fno-slp-vectorize
+	)
+else()
+	target_compile_options(mww_tflm_lib PRIVATE
+		-fno-tree-vectorize
+		-fno-tree-slp-vectorize
+	)
+endif()
+
+if(CMAKE_C_COMPILER_ID STREQUAL "Xtensa")
+	target_compile_options(mww_tflm_lib PRIVATE
+		--xtensa-core=ace10_LX7HiFi4_2022_10
+		-mcoproc
+	)
+elseif(CMAKE_C_COMPILER_ID STREQUAL "Clang")
+	target_compile_options(mww_tflm_lib PRIVATE
+		-mcpu=${SOC_TOOLCHAIN_NAME}
+	)
+endif()
+
+if(CMAKE_CXX_COMPILER_ID MATCHES "Clang")
+	target_include_directories(mww_tflm_lib SYSTEM PRIVATE
+		${MWW_TOOLCHAIN_INCLUDE_ROOT}/c++/14.3.0
+		${MWW_TOOLCHAIN_INCLUDE_ROOT}/c++/14.3.0/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf
+		${MWW_TOOLCHAIN_INCLUDE_ROOT}
+	)
+endif()
+
+add_local_sources(sof mww.c)
+
+if(MWW_HAVE_NNLIB_HIFI4)
+  zephyr_link_libraries(mww_tflm_lib mww_nn_hifi_lib)
+else()
+  zephyr_link_libraries(mww_tflm_lib)
+endif()
+
+# Same libc-shim rationale as src/audio/tensorflow/CMakeLists.txt: SOF's
+# default CONFIG_MINIMAL_LIBC is missing abs()/libm symbols TFLM needs in a
+# statically-linked (non-LLEXT) image; extract just those archive members
+# from the toolchain's libc.a into a small private archive.
+if(NOT CONFIG_COMP_MWW STREQUAL "m")
+  set(MWW_TOOLCHAIN_LIBC_ARCHIVE
+    ${ZEPHYR_SDK_INSTALL_DIR}/gnu/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf/lib/libc.a)
+  set(MWW_LIBC_SHIM_MEMBERS
+    libc_stdlib_abs.c.o
+    libm_math_s_floor.c.o
+    libm_math_sf_exp.c.o
+    libm_math_sf_log.c.o
+    libm_math_sf_ceil.c.o
+    libm_math_s_frexp.c.o
+    libm_common_s_round.c.o
+    libm_common_sf_fmax.c.o
+    libm_common_sf_fmin.c.o
+    libm_common_sf_round.c.o
+    libm_common_sf_isnan.c.o
+    libm_common_sf_issignaling.c.o
+    libm_common_math_errf_uflowf.c.o
+    libm_common_math_errf_oflowf.c.o
+    libm_common_math_errf_divzerof.c.o
+    libm_common_math_errf_invalidf.c.o
+  )
+  set(MWW_LIBC_SHIM_DIR ${CMAKE_CURRENT_BINARY_DIR}/mww_libc_shim)
+  set(MWW_LIBC_SHIM_ARCHIVE ${CMAKE_CURRENT_BINARY_DIR}/libmww_libc_shim.a)
+  file(MAKE_DIRECTORY ${MWW_LIBC_SHIM_DIR})
+  add_custom_command(
+    OUTPUT ${MWW_LIBC_SHIM_ARCHIVE}
+    COMMAND ${CMAKE_AR} x ${MWW_TOOLCHAIN_LIBC_ARCHIVE} ${MWW_LIBC_SHIM_MEMBERS}
+    COMMAND ${CMAKE_AR} rcs ${MWW_LIBC_SHIM_ARCHIVE} ${MWW_LIBC_SHIM_MEMBERS}
+    WORKING_DIRECTORY ${MWW_LIBC_SHIM_DIR}
+    DEPENDS ${MWW_TOOLCHAIN_LIBC_ARCHIVE}
+    COMMENT "Extracting abs()/libm members TFLM needs from the toolchain libc.a"
+  )
+  add_custom_target(mww_libc_shim_gen DEPENDS ${MWW_LIBC_SHIM_ARCHIVE})
+  add_library(mww_libc_shim STATIC IMPORTED GLOBAL)
+  set_target_properties(mww_libc_shim PROPERTIES IMPORTED_LOCATION ${MWW_LIBC_SHIM_ARCHIVE})
+  add_dependencies(mww_libc_shim mww_libc_shim_gen)
+  zephyr_link_libraries(mww_libc_shim)
+
+  target_compile_definitions(mww_tflm_lib PRIVATE NDEBUG)
+endif()
+zephyr_include_directories(${TFLM_PATH})
+zephyr_include_directories(${FLATBUFFERS_PATH}/include)
+zephyr_include_directories(${GEMMLOWP_PATH})
+zephyr_include_directories(${RUY_PATH})
+if(MWW_HAVE_NNLIB_HIFI4)
+zephyr_include_directories(${NN_HIFI_PATH}/algo/kernels/include)
+zephyr_include_directories(${NN_HIFI_PATH}/include)
+endif()
+target_include_directories(modules_sof SYSTEM PRIVATE
+	${MWW_TOOLCHAIN_INCLUDE_ROOT}/c++/14.3.0
+	${MWW_TOOLCHAIN_INCLUDE_ROOT}/c++/14.3.0/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf
+	${MWW_TOOLCHAIN_INCLUDE_ROOT}
+)
diff --git a/src/audio/microwakeword/Kconfig b/src/audio/microwakeword/Kconfig
new file mode 100644
index 000000000000..4ee610b75d49
--- /dev/null
+++ b/src/audio/microwakeword/Kconfig
@@ -0,0 +1,64 @@
+# SPDX-License-Identifier: BSD-3-Clause
+
+config COMP_MWW
+	tristate "microWakeWord keyword-spotting component"
+	depends on SOF_STAGING
+	depends on CPP
+	depends on STD_CPP17
+	help
+	  Select for microWakeWord component support. This module runs a
+	  TensorFlow Lite Micro streaming keyword-spotting model (based on
+	  OHF-Voice's micro-wake-word project) on MFCC features and wakes
+	  the host via KPB/WoV when the wake word is detected.
+
+if COMP_MWW
+
+config COMP_MWW_DEBUG_TRACE
+	bool "Verbose per-hop / per-inference debug traces"
+	default n
+	help
+	  Enable mww per-hop and per-inference debug prints in the hot path.
+	  Leave disabled for production and normal capture tuning.
+
+config COMP_MWW_MODEL_FROM_CONTROL
+	bool "Load MWW model from bytes control instead of built-in header"
+	default n
+	help
+	  When enabled, the MWW wake-word model is loaded from a runtime
+	  or topology configuration data blob via binary kcontrol (bytes control)
+	  instead of using the static mww_model_data embedded in the firmware image.
+
+choice COMP_MWW_BUILTIN_MODEL
+	prompt "Built-in microWakeWord model"
+	default COMP_MWW_MODEL_HI_INTEL
+	depends on !COMP_MWW_MODEL_FROM_CONTROL
+	help
+	  Select which wake-word model is embedded directly into the firmware.
+	  Selecting one keyword automatically disables the other.
+
+config COMP_MWW_MODEL_HI_INTEL
+	bool "Hi Intel"
+	help
+	  Authentic speech PCAN model for "Hi Intel".
+
+config COMP_MWW_MODEL_HEY_JARVIS
+	bool "Hey Jarvis"
+	help
+	  Official microWakeWord reference PCAN model for "Hey Jarvis".
+
+endchoice
+
+config COMP_MWW_PCAN
+	bool "Expect PCAN-normalized MFCC input"
+	default n
+	depends on COMP_MFCC_PCAN
+	help
+	  Select when the upstream MFCC component runs with PCAN
+	  (Per-Channel AGC Normalization) enabled. In that mode the Mel
+	  filterbank energies arriving at MWW are already normalized to the
+	  int8 dynamic range, so the in-component peak-tracking AGC and the
+	  Q9.23->Q1.7 requantization step are compiled out and each Mel value
+	  is clamped and cast directly to int8. Leave disabled for the
+	  classic non-PCAN MFCC pipeline that relies on MWW's built-in AGC.
+
+endif # COMP_MWW
diff --git a/src/audio/microwakeword/README.md b/src/audio/microwakeword/README.md
new file mode 100644
index 000000000000..cf050e73ed4a
--- /dev/null
+++ b/src/audio/microwakeword/README.md
@@ -0,0 +1,151 @@
+# microWakeWord (MWW) Architecture
+
+This directory provides an SOF component wrapping [OHF-Voice's
+microWakeWord](https://github.com/OHF-Voice/micro-wake-word) streaming
+keyword-spotting model, integrated with MFCC feature extraction and the
+same Key Phrase Buffer (KPB) Wake-on-Voice (WoV) trigger infrastructure
+used by `src/audio/tensorflow` (`tflmcly`). Unlike `tflmcly`'s 4-way
+softmax classifier, microWakeWord outputs a single sigmoid wake-word
+probability from a stateful streaming TFLM graph.
+
+---
+
+## Overview
+
+`mww` consumes 40-bin mel feature hops from the upstream `mfcc` component,
+requantizes them per the model's real `input_scale`/`input_zero_point`,
+and runs inference via TensorFlow Lite Micro in the **Data Processing
+(DP) domain**. The reference model (`hey_jarvis.tflite` v2) is a MixConv
+streaming graph that keeps its own internal ring-buffer state (TFLM
+resource variables + a `CALL_ONCE` init subgraph), so `mww` only needs to
+supply `MWW_FEATURE_SLICE_COUNT` (3) fresh 10ms/40-bin hops per
+`Invoke()` rather than maintaining a caller-side sliding window.
+
+When `probability >= MWW_DETECT_THRESHOLD` (0.5), `mww` acts as an **AMS
+producer** of `AMS_KPD_MSG_UUID` — mirroring
+`src/samples/audio/detect_test.c`'s pattern
+(`ams_helper_register_producer()` / `ams_helper_prepare_payload()` /
+`ams_send()`) rather than `tflmcly`'s notifier call — to signal KPB to
+drain its pre-roll audio history to the host. `src/audio/kpb.c`'s
+existing AMS-consumer branch requires no changes to receive this.
+
+---
+
+## Architecture & Data Flow
+
+Structurally identical to `tflmcly`'s dual-path WoV topology (see
+`src/audio/tensorflow/README.md`), with `mww` in place of `tflmcly` and
+its own 10ms-hop MFCC profile:
+
+```mermaid
+graph TD
+    subgraph Audio_Input ["HDA Analog Capture"]
+        HDA["HDA Analog Input (dai_type: HDA)"]
+    end
+
+    subgraph KPB_Pipeline ["Capture & KPB Pipeline"]
+        Gain["gain.2.1 (Volume Control)"]
+        KPB["kpb.2.1 (Key Phrase Buffer)"]
+    end
+
+    subgraph Detect_Pipeline ["Real-Time Detection Path (KPB Pin 1) - DP Domain"]
+        SRC["src.1.1 (Resampler: 48kHz -> 16kHz)"]
+        MFCC["mfcc.1.1 (Mel-40 Feature Extractor, 10ms hop)"]
+        MWW["mww.1.1 (microWakeWord LLEXT)"]
+        VSink["virtual.mww_sink (Termination)"]
+    end
+
+    subgraph Host_Pipeline ["Host WoV Draining Path (KPB Pin 2)"]
+        Host["host-copier.0.capture (PCM Capture Stream)"]
+    end
+
+    HDA --> DAI["dai-copier.HDA.Analog.capture"]
+    DAI --> Gain
+    Gain --> KPB
+    KPB -- Pin 1: Live Audio --> SRC
+    SRC --> MFCC
+    MFCC -- Mel-40/10ms Tensors --> MWW
+    MWW --> VSink
+
+    MWW -.->|AMS_KPD_MSG_UUID producer| KPB
+
+    KPB -- Pin 2: Pre-roll History Buffer --> Host
+```
+
+---
+
+## Deployment Targets
+
+- **Aphid (PTL / ACE 3.0)**: `CONFIG_COMP_MWW=m`, built and deployed as a
+  real loadable `.llext` module — the target that exercises SOF's LLEXT
+  loading/relocation path, not just a compile check.
+  `app/boards/intel_adsp_ace30_ptl.conf` disables `CONFIG_COMP_TENSORFLOW`
+  on this board (tflmcly is not yet GNU-toolchain-clean here, and mww
+  builds its own independent TFLM lib copy so it doesn't need it).
+
+Building `mww` as a real LLEXT module (rather than statically linked)
+required several fixes to SOF's and Zephyr's LLEXT support, landed
+alongside this component:
+
+- `library_manager/llext_manager.c` — section rebase/relocation fixup
+  after SOF's own address rebasing, `.bss`/`DATA` region packing, and a
+  tracked `.exported_sym` segment.
+- `zephyr/CMakeLists.txt` — `-Wl,-Bsymbolic-functions` so multi-TU C++
+  internal calls (TFLM spans many `.cc` files) resolve locally.
+- `src/lib/cpp_new_export.cpp` — exported `operator new`/`delete`/
+  `__cxa_pure_virtual` for C++ LLEXT modules.
+- A companion Zephyr fork branch (`feature/llext-stb-weak-fixes`) treats
+  `STB_WEAK` symbols (C++ template-instantiated vtables/typeinfo) the
+  same as `STB_GLOBAL` in the LLEXT export table, PLT resolution, and
+  `GLOB_DAT`/`JMP_SLOT` relocation — required for TFLM's vtables to
+  resolve correctly inside the loaded module.
+
+---
+
+## Building and Testing
+
+### Building the topology target
+
+From `sof/tools/build_tools`:
+
+```bash
+ninja topology2_prod_sof-ptl-hda-mww-kpb
+```
+
+### Deploying and testing on aphid
+
+```bash
+# Pristine firmware + llext build
+CCACHE_DISABLE=1 ./sof/scripts/xtensa-build-zephyr.py -p ptl -k sof/keys/otc_private_key_3k.pem
+
+# Deploy .ri / sof-ipc4-lib tree / .tplg to aphid, then reboot to load
+ssh -i ~/.ssh/aphid_deploy root@aphid 'timeout 10s arecord -D hw:0,0 -f S32_LE -r 16000 -c 2 -d 10 /tmp/test.wav'
+ssh -i ~/.ssh/aphid_deploy root@aphid 'timeout 10s /usr/local/bin/mtrace-reader.py'
+```
+
+Look for `MWW DBG feature range` and `MWW probability=` log lines in the
+mtrace output.
+
+---
+
+## Known Issues / Open Items
+
+---
+
+## Source Files
+
+- **mww.c**: SOF module adapter implementation (init/prepare/process/reset,
+  AMS producer signaling).
+- **mww_model.cc** / **mww_model.h**: TFLM C++ API bridge exposing
+  `MWW_SetModel()` / `MWW_InitOps()` / `MWW_ProcessClassify()`.
+- **mww_model_data.cc** / **mww_model_data.h**: model flatbuffer data
+  (placeholder, swappable for a trained/converted checkpoint).
+- **mww.toml**: rimage module manifest entry.
+- **llext/**: LLEXT build scaffolding (CMakeLists.txt, llext.toml.h,
+  reentrant-stub shims mirroring `src/audio/template/`).
+- **../../tools/topology/topology2/include/components/mww.conf**:
+  Topology v2 widget class definition.
+- **../../tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf**:
+  Detection pipeline template.
+- **../../tools/topology/topology2/sof-hda-mww.conf**: Top-level WoV
+  topology configuration.
diff --git a/src/audio/microwakeword/llext-wrap.c b/src/audio/microwakeword/llext-wrap.c
new file mode 100644
index 000000000000..b868cea8c79d
--- /dev/null
+++ b/src/audio/microwakeword/llext-wrap.c
@@ -0,0 +1,135 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+#include <sys/types.h>
+#include <stdint.h>
+#include <errno.h>
+#include <rtos/symbol.h>
+
+/*
+ * Stubs that are needed for linkage of some applications or libraries
+ * that come from porting userspace code. Anyone porting should
+ * make sure that any code does not depend on working copies of these
+ * reentrant functions. We will fail for any caller.
+ */
+
+struct stat;
+struct _reent;
+
+ssize_t _read_r(struct _reent *ptr, int fd, void *buf, size_t cnt)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+ssize_t _write_r(struct _reent *ptr, int fd, const void *buf, size_t cnt)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+void *_sbrk_r(struct _reent *ptr, ptrdiff_t incr)
+{
+	errno = ENOTSUP;
+	return (void *)-1;
+}
+
+int _lseek_r(struct _reent *ptr, int fd, int pos, int whence)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+int _kill_r(struct _reent *ptr, int pid, int sig)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+int _getpid_r(struct _reent *ptr)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+int _fstat_r(struct _reent *ptr, int fd, struct stat *pstat)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+int _close_r(struct _reent *ptr, int fd)
+{
+	errno = ENOTSUP;
+	return -1;
+}
+
+/*
+ * libc.a's fmaxf()/fminf() are not built PIC-safe: their error path
+ * (__math_invalidf()) calls __isnanf()/__issignalingf(), and GNU ld refuses
+ * those relocations ("dangerous relocation") when linking this ET_DYN/PIC
+ * LLEXT. TFLM's kernels use fmaxf()/fminf() for plain (non-NaN-signaling)
+ * min/max, so provide direct, self-contained definitions here: linked ahead
+ * of -lm, these satisfy the symbols outright and libm.a's versions (and the
+ * non-PIC-safe helpers they pull in) are never extracted.
+ */
+float fmaxf(float x, float y)
+{
+	if (x != x)
+		return y;
+	if (y != y)
+		return x;
+	return (x > y) ? x : y;
+}
+
+float fminf(float x, float y)
+{
+	if (x != x)
+		return y;
+	if (y != y)
+		return x;
+	return (x < y) ? x : y;
+}
+
+/*
+ * libc.a's shared float-domain-error helper __math_invalidf() (used by
+ * logf()/sqrtf()/powf()/and most other single-precision libm functions'
+ * error paths) is itself built non-PIC-safe: it calls __isnanf() via a
+ * direct call8, which GNU ld refuses ("dangerous relocation") once that
+ * non-PIC object is pulled into this ET_DYN/PIC LLEXT. Providing our own
+ * definition here -- linked ahead of -lm -- means libc.a's copy (and the
+ * relocation it can't satisfy) is never extracted, while every libm
+ * function that calls it keeps working via its normal linked-in code.
+ * Semantics mirror libc.a's own implementation: propagate x via x+x for a
+ * NaN input (quieting/signalling per IEEE 754), else synthesize NaN via
+ * 0.0f/0.0f.
+ */
+float __math_invalidf(float x)
+{
+	union { float f; uint32_t u; } v = { .f = x };
+	int is_nan = (v.u & 0x7f800000u) == 0x7f800000u && (v.u & 0x007fffffu);
+
+	if (is_nan)
+		return x + x;
+
+	return 0.0f / 0.0f;
+}
+
+/* TFLM needs exit if build as a llext module only atm */
+#if CONFIG_COMP_MWW == m
+void _exit(int status)
+{
+	/*
+	 * Do not call libc assert() here: it drags in __assert_no_args(),
+	 * which calls fwrite()/abort() from libc.a. Those objects are not
+	 * built PIC-safe, and linking them into this ET_DYN/PIC LLEXT
+	 * triggers GNU ld "dangerous relocation" errors. The spin loop
+	 * below already provides the required "never return" behaviour.
+	 */
+	while (1) {
+		/* spin forever */
+	}
+	/* NOTREACHED */
+}
+#endif
diff --git a/src/audio/microwakeword/llext/CMakeLists.txt b/src/audio/microwakeword/llext/CMakeLists.txt
new file mode 100644
index 000000000000..eea0e065fb96
--- /dev/null
+++ b/src/audio/microwakeword/llext/CMakeLists.txt
@@ -0,0 +1,185 @@
+# Copyright (c) 2026 Intel Corporation.
+# SPDX-License-Identifier: Apache-2.0
+#
+# LLEXT build path for the mww component (CONFIG_COMP_MWW=m). Structurally
+# mirrors src/audio/tensorflow/llext/CMakeLists.txt, but targeted at aphid
+# (ace30/PTL, Clang/LLVM toolchain) rather than that file's ace15_mtpm/Xtensa
+# reference build -- see plan Stage 8. The toolchain paths below are derived
+# from SOC_TOOLCHAIN_NAME/ZEPHYR_SDK_INSTALL_DIR rather than hardcoded, since
+# this file is authored in the sof-tgl worktree before the aphid-specific
+# build in sof-ptl/sof exists; re-verify against the real build-ptl-llvm
+# toolchain paths when Stage 8 is actually run.
+
+set(TFLM_PATH ${sof_top_dir}/../tflite-micro)
+set(FLATBUFFERS_PATH ${sof_top_dir}/../flatbuffers)
+set(GEMMLOWP_PATH ${sof_top_dir}/../gemmlowp)
+set(RUY_PATH ${sof_top_dir}/../ruy)
+set(NN_HIFI_PATH ${sof_top_dir}/../nnlib-hifi4/xa_nnlib)
+
+set(MWW_TOOLCHAIN_ROOT "")
+if(DEFINED ZEPHYR_SDK_INSTALL_DIR AND NOT "${ZEPHYR_SDK_INSTALL_DIR}" STREQUAL "")
+	set(MWW_TOOLCHAIN_ROOT
+		${ZEPHYR_SDK_INSTALL_DIR}/gnu/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf)
+endif()
+set(MWW_HAL_SOC_PATH ${sof_top_dir}/../modules/hal/xtensa/zephyr/soc/${SOC_TOOLCHAIN_NAME})
+
+# As in tensorflow/llext/CMakeLists.txt, the HiFi4 nnlib optimized kernels
+# are only pulled in for a genuine Xtensa (xcc) compiler; aphid's LLEXT
+# module is built with Clang, so nn_hifi_lib is NOT built here and the
+# reference (non-HiFi) TFLM kernel implementations are used instead. This
+# mirrors the existing (arguably suboptimal, see plan/summary note)
+# tflmcly behavior rather than diverging from it -- revisit in Stage 10.
+set(MWW_LLEXT_KERNEL_SOURCES
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/call_once.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/var_handle.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/read_variable.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/assign_variable.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/concatenation.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/conv_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/depthwise_conv_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/fully_connected_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/logistic_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/quantize_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/reshape_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/strided_slice_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/dequantize_common.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/conv.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/depthwise_conv.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/fully_connected.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/logistic.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/quantize.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/reshape.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/strided_slice.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/dequantize.cc
+)
+
+add_library(mww_tflm_lib STATIC
+	${TFLM_PATH}/tensorflow/compiler/mlir/lite/core/api/error_reporter.cc
+	${TFLM_PATH}/tensorflow/compiler/mlir/lite/schema/schema_utils.cc
+	${TFLM_PATH}/tensorflow/lite/core/c/common.cc
+	${TFLM_PATH}/tensorflow/lite/core/api/flatbuffer_conversions.cc
+	${TFLM_PATH}/tensorflow/lite/core/api/tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/common.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/runtime_shape.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/quantization_util.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/tensor_ctypes.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/portable_tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/reference/comparisons.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/internal/reference/portable_tensor_utils.cc
+	${TFLM_PATH}/tensorflow/lite/kernels/kernel_util.cc
+	${TFLM_PATH}/tensorflow/lite/micro/kernels/kernel_util.cc
+	${MWW_LLEXT_KERNEL_SOURCES}
+	${TFLM_PATH}/tensorflow/lite/micro/mock_micro_graph.cc
+	${TFLM_PATH}/tensorflow/lite/micro/flatbuffer_utils.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_interpreter_graph.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_resource_variable.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_interpreter_context.cc
+	${TFLM_PATH}/tensorflow/lite/micro/fake_micro_context.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/persistent_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/recording_single_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/non_persistent_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/arena_allocator/single_arena_buffer_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_allocator.cc
+	${TFLM_PATH}/tensorflow/lite/micro/tflite_bridge/flatbuffer_conversions_bridge.cc
+	${TFLM_PATH}/tensorflow/lite/micro/tflite_bridge/micro_error_reporter.cc
+	${TFLM_PATH}/tensorflow/lite/micro/system_setup.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_context.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_log.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_profiler.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_time.cc
+	# debug_log.cc is replaced by our printk-backed DebugLog() in mww.c.
+	#${TFLM_PATH}/tensorflow/lite/micro/debug_log.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_op_resolver.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_helpers.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_allocation_info.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_planner/greedy_memory_planner.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_planner/non_persistent_buffer_planner_shim.cc
+	${TFLM_PATH}/tensorflow/lite/micro/memory_planner/linear_memory_planner.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_utils.cc
+	${TFLM_PATH}/tensorflow/lite/micro/micro_interpreter.cc
+	../mww_model_data.cc
+	../mww_model.cc
+)
+
+target_include_directories(mww_tflm_lib PRIVATE
+	${TFLM_PATH}
+	${FLATBUFFERS_PATH}/include
+	${GEMMLOWP_PATH}
+	${RUY_PATH}
+	${sof_top_dir}/posix/include
+	${sof_top_dir}/../modules/hal/xtensa/include
+	${MWW_HAL_SOC_PATH}
+)
+
+target_compile_options(mww_tflm_lib PRIVATE
+	-std=c++17
+	-fno-rtti
+	-fno-exceptions
+	-fno-threadsafe-statics
+	-fno-unwind-tables
+	-fmessage-length=0
+	-DTF_LITE_STATIC_MEMORY
+	-DTF_LITE_DISABLE_X86_NEON
+	-Wno-unused-parameter
+	-DXTENSA
+	-DTF_LITE_MCU_DEBUG_LOG
+	-DTF_LITE_USE_CTIME
+	-mlongcalls
+	-fPIC
+	# TF_LITE_STRIP_ERROR_STRINGS drops DebugLog()/DebugVsnprintf()'s calls
+	# into vprintf/vsnprintf; NDEBUG drops libc assert(). Both chains pull
+	# in libc.a objects (vfprintf/fwrite/abort) that are not built PIC-safe,
+	# which GNU ld refuses ("dangerous relocation") when linking this
+	# ET_DYN/PIC LLEXT.
+	-DTF_LITE_STRIP_ERROR_STRINGS
+	-DNDEBUG
+)
+
+if(CMAKE_CXX_COMPILER_ID MATCHES "Clang|Xtensa" OR CMAKE_C_COMPILER MATCHES "xt-clang")
+	target_compile_options(mww_tflm_lib PRIVATE
+		-stdlib=libc++
+		-fno-vectorize
+		-fno-slp-vectorize
+	)
+	if(NOT CMAKE_C_COMPILER MATCHES "xt-clang")
+		target_compile_options(mww_tflm_lib PRIVATE
+			-mcpu=${SOC_TOOLCHAIN_NAME}
+		)
+		if(NOT "${MWW_TOOLCHAIN_ROOT}" STREQUAL "")
+			target_include_directories(mww_tflm_lib SYSTEM PRIVATE
+				${MWW_TOOLCHAIN_ROOT}/include/c++/14.3.0
+				${MWW_TOOLCHAIN_ROOT}/include/c++/14.3.0/xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf
+				${MWW_TOOLCHAIN_ROOT}/include
+			)
+		endif()
+	endif()
+endif()
+
+set(MWW_LIBS_PATHS .)
+if(NOT "${MWW_TOOLCHAIN_ROOT}" STREQUAL "")
+	list(APPEND MWW_LIBS_PATHS ${MWW_TOOLCHAIN_ROOT}/lib)
+endif()
+
+sof_llext_build("mww"
+	SOURCES
+		../mww.c
+		../llext-wrap.c
+	INCLUDES
+		${TFLM_PATH}
+		${FLATBUFFERS_PATH}/include
+		${GEMMLOWP_PATH}
+		${RUY_PATH}
+		${sof_top_dir}/posix/include
+	LIBS
+		mww_tflm_lib
+	LIBS_PATH
+		${MWW_LIBS_PATHS}
+)
+
+if(CMAKE_CXX_COMPILER_ID STREQUAL "Clang" AND NOT CMAKE_C_COMPILER MATCHES "xt-clang" AND NOT "${MWW_TOOLCHAIN_ROOT}" STREQUAL "")
+	llext_link_options(mww
+		--target=xtensa-${SOC_TOOLCHAIN_NAME}_zephyr-elf
+		--ld-path=${MWW_TOOLCHAIN_ROOT}-ld
+	)
+endif()
diff --git a/src/audio/microwakeword/llext/llext.toml.h b/src/audio/microwakeword/llext/llext.toml.h
new file mode 100644
index 000000000000..5929e908128b
--- /dev/null
+++ b/src/audio/microwakeword/llext/llext.toml.h
@@ -0,0 +1,6 @@
+#include <tools/rimage/config/platform.toml>
+#define LOAD_TYPE "2"
+#include "../mww.toml"
+
+[module]
+count = __COUNTER__
diff --git a/src/audio/microwakeword/mww.c b/src/audio/microwakeword/mww.c
new file mode 100644
index 000000000000..1d827820aa0a
--- /dev/null
+++ b/src/audio/microwakeword/mww.c
@@ -0,0 +1,740 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+#include <sof/audio/module_adapter/module/generic.h>
+#include <sof/audio/component.h>
+#include <sof/audio/sink_api.h>
+#include <sof/audio/source_api.h>
+#include <sof/audio/data_blob.h>
+#include <sof/audio/format.h>
+#include <sof/audio/ipc-config.h>
+#include <sof/audio/kpb.h>
+#include <sof/ipc/msg.h>
+#include <sof/lib/memory.h>
+#include <sof/lib/uuid.h>
+#include <sof/math/numbers.h>
+#include <sof/trace/trace.h>
+#include <ipc/control.h>
+#include <ipc/stream.h>
+#include <ipc/topology.h>
+#include <module/module/llext.h>
+#include <rtos/init.h>
+#include <rtos/panic.h>
+#include <rtos/string.h>
+#include <sof/common.h>
+#include <sof/list.h>
+#include <sof/platform.h>
+#include <sof/ut.h>
+#include <user/trace.h>
+#include <errno.h>
+#include <stddef.h>
+#include <stdint.h>
+
+#include <ipc4/base-config.h>
+#include <ipc4/header.h>
+#include <ipc4/module.h>
+#include <ipc4/notification.h>
+
+#include <sof/audio/mfcc/mfcc_comp.h>
+#include "mww_model.h"
+
+#include <stdarg.h>
+#include <stdio.h>
+#include <zephyr/sys/printk.h>
+
+/* TFLM error strings land here. Route to printk/mtrace so AllocateTensors()
+ * and Invoke() failures print their real reason instead of vanishing.
+ */
+void DebugLog(const char *format, va_list args)
+{
+	vprintk(format, args);
+}
+
+int DebugVsnprintf(char *buffer, size_t buf_size, const char *format,
+		   va_list vlist)
+{
+	return vsnprintk(buffer, buf_size, format, vlist);
+}
+
+#if CONFIG_AMS
+#include <sof/lib/ams.h>
+#include <sof/lib/ams_msg.h>
+#include <ipc4/ams_helpers.h>
+#else
+#include <sof/lib/notifier.h>
+#endif
+
+/* MFCC's non-compress output prepends a struct mfcc_data_header (24 bytes)
+ * to each hop, followed by MWW_FEATURE_SIZE mel-log values (int8_t in PCAN
+ * mode, int32_t Q9.23 otherwise).
+ * This must match the frame size configured in the mww capture pipeline.
+ */
+#if CONFIG_COMP_MWW_PCAN
+#define MWW_HOP_BYTES (sizeof(struct mfcc_data_header) + MWW_FEATURE_SIZE * sizeof(int8_t))
+#else
+#define MWW_HOP_BYTES (sizeof(struct mfcc_data_header) + MWW_FEATURE_SIZE * sizeof(int32_t))
+#endif
+
+/* Pre-roll history in ms that KPB drains to host on wake-word trigger. */
+#define MWW_KPB_DRAIN_REQ_MS 1000
+
+/* MFCC delivers one hop every 10 ms; MWW processes 3 hops per inference. */
+#define MWW_MFCC_HOP_MS 10
+
+/* Wake-word probability threshold above which KPB draining is triggered. */
+#define MWW_DETECT_THRESHOLD 0.85f
+
+/* Consecutive inferences above threshold required to confirm detection (~90 ms). */
+#define MWW_CONSECUTIVE_DETECTS_REQUIRED 3
+
+/* Number of startup inferences to warm up the temporal ring buffers before enabling triggers (~1 sec). */
+#define MWW_WARMUP_INFERENCES 33
+
+/* Soft mel-log AGC (units: Q9.23, matches MFCC output). One decade = +10 dB.
+ * Target +2.5 dB (+0.25 in Q9.23), floor -20 dB. Attack: instant clamp so peak+gain
+ * never exceeds MEL_CLIP_MAX_Q23 (+1.0, +10 dB). Release: dual-rate additive recovery:
+ *   - Normal release during silence (VAD == 0): ~1.0 dB/s (100 hops/s).
+ *   - Super-slow leak during speech (VAD == 1): ~0.05 dB/s (1/20th normal release) to guarantee
+ *     the AGC never stays permanently trapped at minimum gain even if VAD gets stuck.
+ */
+#define MWW_AGC_GAIN_TARGET_Q23        2097152 /* +2.5 dB (0.25 * 2^23) */
+#define MWW_AGC_GAIN_FLOOR_Q23         -16777216 /* -20 dB, int32(-20 * 0.1 * 2^23) */
+#define MWW_AGC_RELEASE_STEP_Q23       8389 /* 1.0 dB/s, int32((1.0 * 0.1 / 100) * 2^23) */
+#define MWW_AGC_RELEASE_STEP_SPEECH_Q23 419 /* 0.05 dB/s, 1/20th normal release */
+
+/* The range -1.0 to +1.0 of Q9.23 Mel values is scaled to +/-1.0 Q1.7. */
+#define MEL_OFFSET_Q23          0 /* 0 */
+#define MEL_SCALE_Q30           (1 << 30) /* 1.0 in Q30 */
+#define MEL_CLIP_MAX_Q23        (1 << 23) /* +1.0 in Q23 */
+#define MEL_CLIP_MIN_Q23        (-1 << 23) /* -1.0 in Q23 */
+#define MEL_CLIP_MAX_Q7         127
+#define MEL_CLIP_MIN_Q7         -128
+
+SOF_DEFINE_REG_UUID(mww);
+LOG_MODULE_REGISTER(mww, CONFIG_SOF_LOG_LEVEL);
+#if CONFIG_COMP_MWW_MODULE
+EXPORT_SYMBOL(mww_uuid);
+EXPORT_SYMBOL(log_const_mww);
+#endif
+
+#if CONFIG_AMS
+/* Key-phrase detected message, shared with src/samples/audio/detect_test.c
+ * and consumed by kpb.c's AMS-consumer branch -- no kpb.c changes needed.
+ */
+static const ams_uuid_t ams_kpd_msg_uuid = AMS_KPD_MSG_UUID;
+#endif
+
+struct mww_comp_data {
+	struct comp_data_blob_handler *model_handler;
+#if CONFIG_COMP_MWW_MODEL_FROM_CONTROL
+	/* Copy of the model blob placed in the module's own vregion so the DP
+	 * user thread can read it during mww_prepare()/MWW_SetModel().
+	 * comp_get_data_blob() must not be called from the DP thread because
+	 * the blob handler lives in kernel-only memory.
+	 */
+	void *model_data;
+	size_t model_size;
+#endif
+	struct mww_classify mwc;
+	struct kpb_client client_data;
+	uint32_t drain_req_ms;
+#if CONFIG_AMS
+	uint32_t kpd_uuid_id;
+#else
+	struct kpb_event_data event_data;
+#endif
+	bool initialized;
+	int8_t feature_buf[MWW_FEATURE_ELEM_COUNT];
+	int feature_slices_filled;
+
+	/* Bitmask of VAD flags for the MWW_FEATURE_SLICE_COUNT frames */
+	uint32_t vad_history;
+	/* Persistent AGC gain applied to every Q9.23 mel value */
+	int32_t agc_gain_q23;
+
+	/* Hop buffer for assembling contiguous data when circular buffer wraps */
+	uint8_t hop_buf[MWW_HOP_BYTES] __aligned(4);
+
+	/* Consecutive inferences with probability >= MWW_DETECT_THRESHOLD */
+	uint32_t consecutive_detects;
+
+	/* Telemetry counters */
+	uint32_t total_inferences;
+	uint32_t vad_gated_inferences;
+	uint32_t detections;
+	uint32_t kpb_trigger_events;
+} __attribute__((aligned(8)));
+
+#if CONFIG_AMS
+static int mww_notify_kpb(struct processing_module *mod)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+	struct comp_dev *dev = mod->dev;
+	struct ams_message_payload ams_payload;
+
+	comp_info(dev, "MWW keyword trigger -> notifying KPB to begin draining");
+
+	cd->client_data.r_ptr = NULL;
+	cd->client_data.sink = NULL;
+	cd->client_data.id = 0; /**< TODO: acquire proper id from kpb */
+	cd->client_data.drain_req = cd->drain_req_ms;
+
+	dcache_writeback_region(&cd->client_data, sizeof(cd->client_data));
+
+	ams_helper_prepare_payload(dev, &ams_payload, cd->kpd_uuid_id,
+				   (uint8_t *)&cd->client_data,
+				   sizeof(struct kpb_client));
+
+	return ams_send(&ams_payload);
+}
+#else
+static int mww_notify_kpb(struct processing_module *mod)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+	struct comp_dev *dev = mod->dev;
+
+	comp_info(dev, "MWW keyword trigger -> notifying KPB to begin draining");
+
+	cd->client_data.r_ptr = NULL;
+	cd->client_data.sink = NULL;
+	cd->client_data.id = 0;
+	cd->client_data.drain_req = cd->drain_req_ms;
+	cd->event_data.event_id = KPB_EVENT_BEGIN_DRAINING;
+	cd->event_data.client_data = &cd->client_data;
+
+	notifier_event(dev, NOTIFIER_ID_KPB_CLIENT_EVT,
+		       NOTIFIER_TARGET_CORE_ALL_MASK, &cd->event_data,
+		       sizeof(cd->event_data));
+	return 0;
+}
+#endif /* CONFIG_AMS */
+
+__cold static void mww_log_summary_at_shutdown(struct processing_module *mod)
+{
+	struct mww_comp_data *cd = mod ? module_get_private_data(mod) : NULL;
+	struct comp_dev *dev = mod ? mod->dev : NULL;
+	char summary_buf[256];
+
+	if (!cd)
+		return;
+
+	snprintk(summary_buf, sizeof(summary_buf),
+		 "[MWW STREAM SHUTDOWN SUMMARY] Total Inferences=%u | VAD Gated=%u | Detections=%u | KPB Triggers=%u | Arena Used=%zu/%zu B",
+		 cd->total_inferences, cd->vad_gated_inferences,
+		 cd->detections, cd->kpb_trigger_events,
+		 MWW_ArenaUsedBytes(), MWW_ArenaCapacity());
+
+	if (dev)
+		comp_info(dev, "%s", summary_buf);
+	printk("%s\n", summary_buf);
+}
+
+__cold static int mww_init(struct processing_module *mod)
+{
+	struct module_data *md = &mod->priv;
+	struct comp_dev *dev = mod->dev;
+	struct mww_comp_data *cd;
+
+	assert_can_be_cold();
+
+	comp_info(dev, "entry");
+
+	cd = mod_zalloc(mod, sizeof(*cd));
+	if (!cd)
+		return -ENOMEM;
+
+	md->private = cd;
+	cd->model_handler = mod_data_blob_handler_new(mod);
+	if (!cd->model_handler) {
+		mod_free(mod, cd);
+		return -ENOMEM;
+	}
+
+	cd->drain_req_ms = MWW_KPB_DRAIN_REQ_MS;
+	cd->agc_gain_q23 = MWW_AGC_GAIN_TARGET_Q23;
+#if CONFIG_AMS
+	cd->kpd_uuid_id = AMS_INVALID_MSG_TYPE;
+#endif
+
+	return 0;
+}
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+static uint32_t last_mww_cycle;
+static uint32_t mww_call_count;
+#endif
+
+static int mww_prepare(struct processing_module *mod,
+		       struct sof_source **sources, int num_of_sources,
+		       struct sof_sink **sinks, int num_of_sinks)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+	struct comp_dev *dev = mod->dev;
+	int ret;
+
+	comp_dbg(dev, "entry");
+
+	/* Set DP scheduling period to match MFCC hop cadence (10 ms);
+	 * the sink carries feature frames, not linear PCM, so module_adapter
+	 * cannot derive the period from nominal sink rate and frame_bytes.
+	 */
+	dev->period = MWW_MFCC_HOP_MS * 1000;
+
+	if (cd->initialized)
+		return 0;
+
+	unsigned char *model_ptr = NULL;
+
+#if CONFIG_COMP_MWW_MODEL_FROM_CONTROL
+	/* Use the cached copy that mww_set_config() placed in the module's
+	 * vregion. Calling comp_get_data_blob() here would fault because
+	 * mww_prepare() runs in the DP user thread when
+	 * CONFIG_SOF_USERSPACE_APPLICATION=y, and the blob handler is
+	 * allocated from kernel-only memory.
+	 *
+	 * If no model has been set yet (e.g. PipeWire probing pcm101 before
+	 * userspace has written the byte control), skip inference setup and
+	 * let the pipeline complete open/close without a hard error.
+	 */
+	if (!cd->model_data || !cd->model_size) {
+		comp_warn(dev, "MWW: no model blob set from control; passthrough");
+		return 0;
+	}
+	model_ptr = cd->model_data;
+	comp_info(dev, "MWW: using cached model blob, size=%zu", cd->model_size);
+#endif
+
+	ret = MWW_SetModel(&cd->mwc, model_ptr);
+	if (ret < 0) {
+		comp_err(dev, "MWW_SetModel failed: %d (%s)", ret, cd->mwc.error);
+		return ret;
+	}
+
+	ret = MWW_InitOps(&cd->mwc);
+	if (ret < 0) {
+		comp_err(dev, "MWW_InitOps failed: %d (%s)", ret, cd->mwc.error);
+		return ret;
+	}
+
+#if CONFIG_AMS
+	/* Register KD as AMS producer */
+	ret = ams_helper_register_producer(dev, &cd->kpd_uuid_id, ams_kpd_msg_uuid);
+	if (ret)
+		return ret;
+#endif
+
+	cd->initialized = true;
+	cd->feature_slices_filled = 0;
+	cd->vad_history = 0;
+	cd->consecutive_detects = 0;
+	comp_info(dev, "MWW model initialized: arena_used=%zu / capacity=%zu bytes",
+		  MWW_ArenaUsedBytes(), MWW_ArenaCapacity());
+
+	return 0;
+}
+
+static int mww_process(struct processing_module *mod,
+		       struct sof_source **sources, int num_of_sources,
+		       struct sof_sink **sinks, int num_of_sinks)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+	struct comp_dev *dev = mod->dev;
+	size_t bytes_to_process;
+	const void *data_ptr, *buf_start;
+	size_t buf_size;
+	int ret = 0;
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+	uint32_t now = k_cycle_get_32();
+	uint32_t delta_cycles = now - last_mww_cycle;
+	int hops_processed = 0;
+
+	last_mww_cycle = now;
+	mww_call_count++;
+#endif
+
+	if (!cd->initialized) {
+		size_t avail = source_get_data_available(sources[0]);
+
+		if (avail > 0) {
+			const void *dp, *bs;
+			size_t bsz;
+
+			if (source_get_data(sources[0], avail, &dp, &bs, &bsz) == 0)
+				source_release_data(sources[0], avail);
+		}
+		return 0;
+	}
+
+	bytes_to_process = source_get_data_available(sources[0]);
+	if (bytes_to_process < MWW_HOP_BYTES) {
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+		comp_info(dev, "[MWW proc %u] delta=%u us (no bytes, avail=%zu)",
+			  mww_call_count, k_cyc_to_us_near32(delta_cycles), bytes_to_process);
+#endif
+		return 0;
+	}
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+	size_t initial_bytes = bytes_to_process;
+#endif
+
+	while (bytes_to_process >= MWW_HOP_BYTES) {
+		const struct mfcc_data_header *hdr;
+		const uint8_t *hop_src;
+		size_t bytes_to_end;
+		int8_t *slice;
+		int i;
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+		hops_processed++;
+#endif
+
+		ret = source_get_data(sources[0], MWW_HOP_BYTES,
+				      &data_ptr, &buf_start, &buf_size);
+		if (ret != 0 || !data_ptr)
+			break;
+
+		/* Assemble hop into contiguous memory if it wraps across the ring buffer boundary */
+		bytes_to_end = (const uint8_t *)buf_start + buf_size - (const uint8_t *)data_ptr;
+		if (bytes_to_end >= MWW_HOP_BYTES) {
+			hop_src = (const uint8_t *)data_ptr;
+		} else {
+			memcpy(cd->hop_buf, data_ptr, bytes_to_end);
+			memcpy(cd->hop_buf + bytes_to_end, buf_start, MWW_HOP_BYTES - bytes_to_end);
+			hop_src = cd->hop_buf;
+		}
+
+		hdr = (const struct mfcc_data_header *)hop_src;
+		slice = &cd->feature_buf[cd->feature_slices_filled * MWW_FEATURE_SIZE];
+
+		/* Update VAD history bitmask across MWW_FEATURE_SLICE_COUNT slices */
+		cd->vad_history = ((cd->vad_history << 1) | (hdr->vad_flag ? 1U : 0U)) &
+				  ((1U << MWW_FEATURE_SLICE_COUNT) - 1);
+
+#if CONFIG_COMP_MWW_PCAN
+		/* PCAN mode: MFCC has already normalized and quantized Mel energies
+		 * to int8_t (Q1.7). Copy directly into the feature buffer slice.
+		 */
+		memcpy(slice, hop_src + sizeof(struct mfcc_data_header), MWW_FEATURE_SIZE);
+#else
+		const int32_t *mel = (const int32_t *)(hop_src + sizeof(struct mfcc_data_header));
+		int32_t hop_peak_q23 = mel[0];
+
+		for (i = 1; i < MWW_FEATURE_SIZE; i++) {
+			if (mel[i] > hop_peak_q23)
+				hop_peak_q23 = mel[i];
+		}
+
+		int32_t clip_headroom_q23 = MEL_CLIP_MAX_Q23 - hop_peak_q23;
+
+		if (cd->agc_gain_q23 > clip_headroom_q23)
+			cd->agc_gain_q23 = clip_headroom_q23;
+		if (cd->agc_gain_q23 < MWW_AGC_GAIN_FLOOR_Q23)
+			cd->agc_gain_q23 = MWW_AGC_GAIN_FLOOR_Q23;
+
+		int32_t agc_gain_q23 = cd->agc_gain_q23;
+
+		/* Requantize to int8 (Q1.7 range matching training AGC normalization) */
+		for (i = 0; i < MWW_FEATURE_SIZE; i++) {
+			int32_t mel_c = mel[i] + agc_gain_q23;
+
+			/* Clamp to [-1.0, +1.0] Q9.23 range before Q1.7 conversion */
+			if (mel_c > MEL_CLIP_MAX_Q23)
+				mel_c = MEL_CLIP_MAX_Q23;
+			else if (mel_c < MEL_CLIP_MIN_Q23)
+				mel_c = MEL_CLIP_MIN_Q23;
+
+			/* Rescale with offset and gain */
+			mel_c = Q_MULTSR_32X32((int64_t)(mel_c + MEL_OFFSET_Q23),
+					       MEL_SCALE_Q30, 23, 30, 7);
+			if (mel_c > MEL_CLIP_MAX_Q7)
+				mel_c = MEL_CLIP_MAX_Q7;
+			else if (mel_c < MEL_CLIP_MIN_Q7)
+				mel_c = MEL_CLIP_MIN_Q7;
+
+			slice[i] = (int8_t)mel_c;
+		}
+
+		/* Release: normal recovery during silence, super-slow leak during speech */
+		if (cd->agc_gain_q23 < MWW_AGC_GAIN_TARGET_Q23) {
+			int32_t step = hdr->vad_flag ?
+				MWW_AGC_RELEASE_STEP_SPEECH_Q23 : MWW_AGC_RELEASE_STEP_Q23;
+
+			cd->agc_gain_q23 += step;
+			if (cd->agc_gain_q23 > MWW_AGC_GAIN_TARGET_Q23)
+				cd->agc_gain_q23 = MWW_AGC_GAIN_TARGET_Q23;
+		}
+#endif /* CONFIG_COMP_MWW_PCAN */
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+		{
+			static int dbg_hop_count;
+			int8_t f_min = slice[0], f_max = slice[0];
+
+			dbg_hop_count++;
+			for (i = 1; i < MWW_FEATURE_SIZE; i++) {
+				if (slice[i] < f_min) f_min = slice[i];
+				if (slice[i] > f_max) f_max = slice[i];
+			}
+#if CONFIG_COMP_MWW_PCAN
+			comp_info(dev, "[MWW DBG hop %d] vad=%d E=%d Ne=%d f_min=%d f_max=%d (pcan)",
+				  dbg_hop_count, (int)hdr->vad_flag,
+				  (int)hdr->energy, (int)hdr->noise_energy,
+				  f_min, f_max);
+#else
+			int32_t mel_min = mel[0], mel_max = mel[0];
+
+			for (i = 1; i < MWW_FEATURE_SIZE; i++) {
+				if (mel[i] < mel_min) mel_min = mel[i];
+				if (mel[i] > mel_max) mel_max = mel[i];
+			}
+			comp_info(dev, "[MWW DBG hop %d] vad=%d E=%d Ne=%d mel_min=%d mel_max=%d f_min=%d f_max=%d agc_q23=%d",
+				  dbg_hop_count, (int)hdr->vad_flag,
+				  (int)hdr->energy, (int)hdr->noise_energy,
+				  mel_min, mel_max, f_min, f_max, (int)cd->agc_gain_q23);
+#endif
+		}
+#endif
+
+		/* Copy source data to sink so downstream stages keep seeing raw MFCC hops */
+		if (num_of_sinks > 0 && sinks[0]) {
+			void *snk_ptr, *snk_buf_start;
+			size_t snk_buf_size;
+			int sret = sink_get_buffer(sinks[0], MWW_HOP_BYTES,
+						   &snk_ptr, &snk_buf_start, &snk_buf_size);
+			if (sret == 0 && snk_ptr) {
+				size_t snk_bytes_to_end = (uint8_t *)snk_buf_start +
+							  snk_buf_size - (uint8_t *)snk_ptr;
+				if (snk_bytes_to_end >= MWW_HOP_BYTES) {
+					memcpy(snk_ptr, hop_src, MWW_HOP_BYTES);
+				} else {
+					memcpy(snk_ptr, hop_src, snk_bytes_to_end);
+					memcpy(snk_buf_start,
+					       hop_src + snk_bytes_to_end,
+					       MWW_HOP_BYTES - snk_bytes_to_end);
+				}
+				sink_commit_buffer(sinks[0], MWW_HOP_BYTES);
+			}
+		}
+
+		source_release_data(sources[0], MWW_HOP_BYTES);
+		bytes_to_process -= MWW_HOP_BYTES;
+		cd->feature_slices_filled++;
+
+		if (cd->feature_slices_filled >= MWW_FEATURE_SLICE_COUNT) {
+			cd->feature_slices_filled = 0;
+
+			cd->total_inferences++;
+			cd->mwc.audio_features = cd->feature_buf;
+			cd->mwc.audio_data_size = MWW_FEATURE_ELEM_COUNT;
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+			uint32_t c0 = k_cycle_get_32();
+#endif
+			ret = MWW_ProcessClassify(&cd->mwc);
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+			uint32_t c1 = k_cycle_get_32();
+#endif
+			if (ret < 0) {
+				comp_err(dev, "MWW_ProcessClassify failed: %d (%s)",
+					 ret, cd->mwc.error);
+				continue;
+			}
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+			comp_info(dev, "MWW probability=%d raw=%d in[0..7]=[%d,%d,%d,%d,%d,%d,%d,%d] (cycles=%u)",
+				  (int)(cd->mwc.probability * 100.0f), (int)cd->mwc.raw_output,
+				  (int)cd->feature_buf[0], (int)cd->feature_buf[1],
+				  (int)cd->feature_buf[2], (int)cd->feature_buf[3],
+				  (int)cd->feature_buf[4], (int)cd->feature_buf[5],
+				  (int)cd->feature_buf[6], (int)cd->feature_buf[7],
+				  c1 - c0);
+#endif
+
+			if (cd->mwc.probability >= MWW_DETECT_THRESHOLD) {
+				cd->consecutive_detects++;
+				if (cd->total_inferences > MWW_WARMUP_INFERENCES &&
+				    cd->consecutive_detects >= MWW_CONSECUTIVE_DETECTS_REQUIRED) {
+					cd->detections++;
+					comp_info(dev, "MWW keyword detected: probability=%d pct (consecutive=%u, total=%u)",
+						  (int)(cd->mwc.probability * 100.0f),
+						  cd->consecutive_detects, cd->detections);
+					cd->kpb_trigger_events++;
+					mww_notify_kpb(mod);
+					cd->consecutive_detects = 0;
+				}
+			} else {
+				cd->consecutive_detects = 0;
+			}
+		}
+	}
+
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+	comp_info(dev, "[MWW proc %u] delta=%u us avail_bytes=%zu hops=%d slices=%d/%d",
+		  mww_call_count, k_cyc_to_us_near32(delta_cycles),
+		  initial_bytes, hops_processed,
+		  cd->feature_slices_filled, MWW_FEATURE_SLICE_COUNT);
+#endif
+
+	return ret;
+}
+
+static int mww_reset(struct processing_module *mod)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+
+	comp_dbg(mod->dev, "entry");
+	mww_log_summary_at_shutdown(mod);
+	cd->feature_slices_filled = 0;
+	cd->vad_history = 0;
+	cd->consecutive_detects = 0;
+	cd->total_inferences = 0;
+	cd->agc_gain_q23 = MWW_AGC_GAIN_TARGET_Q23;
+	memset(cd->feature_buf, 0, sizeof(cd->feature_buf));
+	MWW_Reset();
+#if CONFIG_COMP_MWW_DEBUG_TRACE
+	last_mww_cycle = 0;
+	mww_call_count = 0;
+#endif
+	return 0;
+}
+
+__cold static int mww_free(struct processing_module *mod)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+
+	assert_can_be_cold();
+
+	comp_dbg(mod->dev, "entry");
+	mww_log_summary_at_shutdown(mod);
+
+#if CONFIG_AMS
+	if (cd->kpd_uuid_id != AMS_INVALID_MSG_TYPE) {
+		int ret = ams_helper_unregister_producer(mod->dev, cd->kpd_uuid_id);
+
+		if (ret)
+			comp_err(mod->dev, "unregister ams error %d", ret);
+	}
+#endif
+
+	MWW_Free();
+
+#if CONFIG_COMP_MWW_MODEL_FROM_CONTROL
+	if (cd->model_data) {
+		mod_free(mod, cd->model_data);
+		cd->model_data = NULL;
+		cd->model_size = 0;
+	}
+#endif
+
+	mod_data_blob_handler_free(mod, cd->model_handler);
+	mod_free(mod, cd);
+	return 0;
+}
+
+__cold static int mww_set_config(struct processing_module *mod, uint32_t param_id,
+	enum module_cfg_fragment_position pos, uint32_t data_offset_size,
+	const uint8_t *fragment, size_t fragment_size, uint8_t *response,
+	size_t response_size)
+{
+	struct mww_comp_data *cd = module_get_private_data(mod);
+	int ret;
+
+	if (mod->dev->state != COMP_STATE_INIT && mod->dev->state != COMP_STATE_READY) {
+		comp_warn(mod->dev, "mww_set_config(): model update ignored while not idle (state %d)",
+			  mod->dev->state);
+		return 0;
+	}
+
+	ret = comp_data_blob_set(cd->model_handler, pos, data_offset_size,
+				 fragment, fragment_size);
+	if (ret < 0)
+		return ret;
+
+#if CONFIG_COMP_MWW_MODEL_FROM_CONTROL
+	/* When the blob is fully received, cache a copy in the module's own
+	 * vregion so mww_prepare() can access it from the DP user thread.
+	 * This function runs in the IPC (kernel) context, so it is safe to
+	 * call comp_get_data_blob() here.
+	 */
+	if (pos == MODULE_CFG_FRAGMENT_SINGLE || pos == MODULE_CFG_FRAGMENT_LAST) {
+		size_t blob_size = 0;
+		void *blob;
+
+		blob = comp_get_data_blob(cd->model_handler, &blob_size, NULL);
+		if (!blob || !blob_size) {
+			comp_err(mod->dev, "mww_set_config(): empty blob after set");
+			return -EINVAL;
+		}
+
+		if (cd->model_data) {
+			mod_free(mod, cd->model_data);
+			cd->model_data = NULL;
+			cd->model_size = 0;
+		}
+
+		cd->model_data = mod_alloc(mod, blob_size);
+		if (!cd->model_data) {
+			comp_err(mod->dev, "mww_set_config(): model copy alloc failed (%zu B)",
+				 blob_size);
+			return -ENOMEM;
+		}
+
+		memcpy(cd->model_data, blob, blob_size);
+		cd->model_size = blob_size;
+		comp_info(mod->dev, "mww_set_config(): cached model blob, size=%zu",
+			  blob_size);
+	}
+#else
+	if (pos == MODULE_CFG_FRAGMENT_SINGLE || pos == MODULE_CFG_FRAGMENT_LAST) {
+		comp_warn(mod->dev,
+			  "mww_set_config(): model blob received but CONFIG_COMP_MWW_MODEL_FROM_CONTROL is disabled; using built-in model");
+	}
+#endif
+
+	return 0;
+}
+
+__cold static int mww_get_config(struct processing_module *mod,
+				  uint32_t config_id, uint32_t *data_offset_size,
+				  uint8_t *fragment, size_t fragment_size)
+{
+	struct sof_ipc_ctrl_data *cdata = (struct sof_ipc_ctrl_data *)fragment;
+	struct mww_comp_data *cd = module_get_private_data(mod);
+
+	return comp_data_blob_get_cmd(cd->model_handler, cdata, fragment_size);
+}
+
+static const struct module_interface mww_interface = {
+	.init = mww_init,
+	.prepare = mww_prepare,
+	.process = mww_process,
+	.set_configuration = mww_set_config,
+	.get_configuration = mww_get_config,
+	.reset = mww_reset,
+	.free = mww_free
+};
+
+/* This controls build of the module. If COMP_MODULE is selected in kconfig
+ * this is build as dynamically loadable module.
+ */
+#if CONFIG_COMP_MWW_MODULE
+
+#include <module/module/api_ver.h>
+#include <rimage/sof/user/manifest.h>
+
+static const struct sof_man_module_manifest mod_manifest __section(".module") __used =
+	SOF_LLEXT_MODULE_MANIFEST("MWW", &mww_interface, 1,
+				  SOF_REG_UUID(mww), 40);
+
+SOF_LLEXT_BUILDINFO;
+
+#else
+
+/* Only used for the module adapter trace context, soon to be deprecated */
+DECLARE_TR_CTX(mww_tr, SOF_UUID(mww_uuid), LOG_LEVEL_INFO);
+DECLARE_MODULE_ADAPTER(mww_interface, mww_uuid, mww_tr);
+SOF_MODULE_INIT(mww, sys_comp_module_mww_interface_init);
+
+#endif
diff --git a/src/audio/microwakeword/mww.toml b/src/audio/microwakeword/mww.toml
new file mode 100644
index 000000000000..905880f55adf
--- /dev/null
+++ b/src/audio/microwakeword/mww.toml
@@ -0,0 +1,21 @@
+#ifndef LOAD_TYPE
+#define LOAD_TYPE "0"
+#endif
+
+	REM # microWakeWord keyword-spotting module config
+	[[module.entry]]
+	name = "MWW"
+	uuid = UUIDREG_STR_MWW
+	affinity_mask = "0x1"
+	instance_count = "40"
+	domain_types = "0"
+	load_type = LOAD_TYPE
+	module_type = "9"
+	auto_start = "0"
+	sched_caps = [1, 0x00008000]
+	REM # pin = [dir, type, sample rate, size, container, channel-cfg]
+	pin = [0, 0, 0xfeef, 0xf, 0xf, 0x45ff, 1, 0, 0xfeef, 0xf, 0xf, 0x1ff]
+	REM # mod_cfg [PAR_0 PAR_1 PAR_2 PAR_3 IS_BYTES CPS IBS OBS MOD_FLAGS CPC OBLS]
+	mod_cfg = [0, 0, 0, 0, 4096, 1000000, 128, 128, 0, 0, 0]
+
+	index = __COUNTER__
diff --git a/src/audio/microwakeword/mww_model.cc b/src/audio/microwakeword/mww_model.cc
new file mode 100644
index 000000000000..389e64d80801
--- /dev/null
+++ b/src/audio/microwakeword/mww_model.cc
@@ -0,0 +1,273 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+#include <algorithm>
+#include <cstdint>
+#include <iterator>
+
+#include "tensorflow/lite/core/c/common.h"
+#include "tensorflow/lite/micro/micro_allocator.h"
+#include "tensorflow/lite/micro/micro_interpreter.h"
+#include "tensorflow/lite/micro/micro_log.h"
+#include "tensorflow/lite/micro/micro_mutable_op_resolver.h"
+#include "tensorflow/lite/micro/micro_resource_variable.h"
+#include "mww_model.h"
+
+#if !CONFIG_COMP_MWW_MODEL_FROM_CONTROL
+#if defined(CONFIG_COMP_MWW_MODEL_HEY_JARVIS)
+#include "mww_model_data_hey_jarvis.h"
+#define MWW_BUILTIN_MODEL_DATA mww_model_data_hey_jarvis
+#elif defined(CONFIG_COMP_MWW_MODEL_HI_INTEL)
+#include "mww_model_data_hi_intel.h"
+#define MWW_BUILTIN_MODEL_DATA mww_model_data_hi_intel
+#else
+#include "mww_model_data.h"
+#define MWW_BUILTIN_MODEL_DATA mww_model_data
+#endif
+#endif
+
+static constexpr int kFeatureSize = MWW_FEATURE_SIZE;
+static constexpr int kFeatureElementCount = MWW_FEATURE_ELEM_COUNT;
+
+// Arena size is a generous guesstimate for the streaming MixConv graph (12
+// ops incl. Conv2D/DepthwiseConv2D/FullyConnected plus 6 persistent resource
+// -variable ring buffers). Refine down using
+// MicroInterpreter::arena_used_bytes() once measured on hardware (logged in
+// MWW_InitOps() below).
+static constexpr size_t kArenaSize = 131072;
+alignas(16) static uint8_t g_arena[kArenaSize];
+
+// inference
+static const tflite::Model *model;
+static TfLiteTensor *input;
+static TfLiteTensor *output;
+static tflite::MicroInterpreter *interpreter;
+static tflite::MicroAllocator *allocator;
+static tflite::MicroResourceVariables *resource_variables;
+
+// stream, stream_1..stream_5: the MixConv graph's 6 persistent ring-buffer
+// state variables (VAR_HANDLE/ASSIGN_VARIABLE/READ_VARIABLE), confirmed by
+// direct flatbuffer inspection (see plan Stage 1) -- CALL_ONCE invokes a
+// second subgraph that ASSIGN_VARIABLEs their zero initial state.
+static constexpr int kNumResourceVariables = 6;
+
+// Ops used by the hey_jarvis.tflite streaming graph: CALL_ONCE, VAR_HANDLE,
+// READ_VARIABLE, ASSIGN_VARIABLE, RESHAPE, CONCATENATION, STRIDED_SLICE,
+// CONV_2D, DEPTHWISE_CONV_2D, FULLY_CONNECTED, LOGISTIC, QUANTIZE,
+// DEQUANTIZE.
+using MwwOpResolver = tflite::MicroMutableOpResolver<14>;
+static MwwOpResolver *op_resolver;
+
+int RegisterOps(MwwOpResolver *op_resolver) {
+	TF_LITE_ENSURE_STATUS(op_resolver->AddCallOnce());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddVarHandle());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddReadVariable());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddAssignVariable());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddReshape());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddConcatenation());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddStridedSlice());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddConv2D());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddDepthwiseConv2D());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddFullyConnected());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddLogistic());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddQuantize());
+	TF_LITE_ENSURE_STATUS(op_resolver->AddDequantize());
+	return 0;
+}
+
+static int Init_Interpreter(struct mww_classify *mwc);
+
+int MWW_InitOps(struct mww_classify *mwc)
+{
+	op_resolver = new MwwOpResolver();
+	if (!op_resolver) {
+		mwc->error = "op_resolver alloc failed (OOM)";
+		return -ENOMEM;
+	}
+
+	if (RegisterOps(op_resolver) != 0) {
+		mwc->error = "register ops failed";
+		return -EINVAL;
+	}
+
+	// VAR_HANDLE/ASSIGN_VARIABLE require an explicit MicroResourceVariables
+	// instance registered with the interpreter -- without one,
+	// VarHandlePrepare()/AssignVariable Eval() fail with kTfLiteError as soon
+	// as AllocateTensors() prepares the first VAR_HANDLE node (see
+	// tensorflow/lite/micro/kernels/var_handle.cc). Building via the
+	// allocator-based MicroInterpreter constructor lets us create the
+	// allocator once and share it with MicroResourceVariables::Create().
+	allocator = tflite::MicroAllocator::Create(g_arena, kArenaSize);
+	if (!allocator) {
+		mwc->error = "allocator alloc failed (OOM)";
+		delete op_resolver;
+		op_resolver = nullptr;
+		return -ENOMEM;
+	}
+
+	resource_variables = tflite::MicroResourceVariables::Create(allocator, kNumResourceVariables);
+	if (!resource_variables) {
+		mwc->error = "resource_variables alloc failed (OOM)";
+		delete op_resolver;
+		op_resolver = nullptr;
+		return -ENOMEM;
+	}
+
+	// create the interpreter
+	interpreter = new tflite::MicroInterpreter(model, *op_resolver,
+						   allocator, resource_variables);
+	if (!interpreter) {
+		mwc->error = "interpreter alloc failed (OOM)";
+		delete op_resolver;
+		op_resolver = nullptr;
+		return -ENOMEM;
+	}
+
+	// and allocate the tensors
+	if (interpreter->AllocateTensors() != kTfLiteOk) {
+		mwc->error = "interpreter tensor allocate failed";
+		delete interpreter;
+		delete op_resolver;
+		interpreter = nullptr;
+		op_resolver = nullptr;
+		return -EINVAL;
+	}
+
+	// fetch input/output tensors + quantization params once; the
+	// interpreter/tensors are stable for the lifetime of this instance
+	return Init_Interpreter(mwc);
+}
+
+static int Init_Interpreter(struct mww_classify *mwc)
+{
+	input = interpreter->input(0);
+	if (!input) {
+		mwc->error = "input interpreter NULL";
+		return -EINVAL;
+	}
+
+	// check input tensor element count is compatible with our feature
+	// data size (shape is (1, MWW_FEATURE_SLICE_COUNT, MWW_FEATURE_SIZE),
+	// not flattened to a single trailing dim, so check the full product)
+	int in_elems = 1;
+	for (int i = 0; i < input->dims->size; i++)
+		in_elems *= input->dims->data[i];
+	if (kFeatureElementCount != in_elems) {
+		mwc->error = "input interpreter shape incompatible";
+		return -EINVAL;
+	}
+
+	output = interpreter->output(0);
+	if (!output) {
+		mwc->error = "output interpreter NULL";
+		return -EINVAL;
+	}
+
+	// single sigmoid wake-word probability, quantized int8 or uint8
+	if (output->type != kTfLiteInt8 && output->type != kTfLiteUInt8) {
+		mwc->error = "output tensor type != int8/uint8";
+		return -EINVAL;
+	}
+
+	// expose the model's real input quantization params so callers can
+	// requantize their features correctly instead of assuming a fixed
+	// scale/zero_point.
+	mwc->input_scale = input->params.scale;
+	mwc->input_zero_point = input->params.zero_point;
+
+	MicroPrintf("MWW Model: in_type=%d in_scale=%f in_zp=%d out_type=%d out_scale=%f out_zp=%d",
+		    input->type, (double)input->params.scale, input->params.zero_point,
+		    output->type, (double)output->params.scale, output->params.zero_point);
+
+	return 0;
+}
+
+int MWW_SetModel(struct mww_classify *mwc, unsigned char *model_tflite)
+{
+#if !CONFIG_COMP_MWW_MODEL_FROM_CONTROL
+	if (!model_tflite)
+		model_tflite = const_cast<unsigned char *>(MWW_BUILTIN_MODEL_DATA);
+#endif
+
+	if (!model_tflite) {
+		mwc->error = "no model provided";
+		return -EINVAL;
+	}
+
+	// Map the model into a usable data structure. This doesn't involve any
+	// copying or parsing, it's a very lightweight operation.
+	model = tflite::GetModel(model_tflite);
+	if (model->version() != TFLITE_SCHEMA_VERSION) {
+		mwc->error = "failed to load model";
+		return -EINVAL;
+	}
+
+	return 0;
+}
+
+int MWW_ProcessClassify(struct mww_classify *mwc)
+{
+	float output_scale = output->params.scale;
+	int output_zero_point = output->params.zero_point;
+
+	// copy features to input then invoke()
+	std::copy_n(mwc->audio_features, kFeatureElementCount,
+		    tflite::GetTensorData<int8_t>(input));
+
+	// run the interpreter
+	if (interpreter->Invoke() != kTfLiteOk) {
+		mwc->error = "invoke failed";
+		return -EINVAL;
+	}
+
+	// Dequantize the single sigmoid probability output
+	float raw_val;
+	if (output->type == kTfLiteInt8) {
+		int8_t val = tflite::GetTensorData<int8_t>(output)[0];
+		raw_val = static_cast<float>(val);
+		mwc->raw_output = val;
+	} else {
+		uint8_t val = tflite::GetTensorData<uint8_t>(output)[0];
+		raw_val = static_cast<float>(val);
+		mwc->raw_output = val;
+	}
+
+	mwc->probability = (raw_val - output_zero_point) * output_scale;
+	if (mwc->probability < 0.0f)
+		mwc->probability = 0.0f;
+	else if (mwc->probability > 1.0f)
+		mwc->probability = 1.0f;
+
+	return 0;
+}
+
+int MWW_Reset(void)
+{
+	if (resource_variables)
+		resource_variables->ResetAll();
+	return 0;
+}
+
+void MWW_Free(void)
+{
+	delete interpreter;
+	delete op_resolver;
+	interpreter = nullptr;
+	op_resolver = nullptr;
+	allocator = nullptr;
+	resource_variables = nullptr;
+	model = nullptr;
+	input = nullptr;
+	output = nullptr;
+}
+
+size_t MWW_ArenaUsedBytes(void)
+{
+	return interpreter ? interpreter->arena_used_bytes() : 0;
+}
+
+size_t MWW_ArenaCapacity(void)
+{
+	return kArenaSize;
+}
diff --git a/src/audio/microwakeword/mww_model.h b/src/audio/microwakeword/mww_model.h
new file mode 100644
index 000000000000..d8dd17673978
--- /dev/null
+++ b/src/audio/microwakeword/mww_model.h
@@ -0,0 +1,70 @@
+// SPDX-License-Identifier: BSD-3-Clause
+//
+// Copyright(c) 2026 Intel Corporation. All rights reserved.
+
+#ifndef __MWW_MODEL_H__
+#define __MWW_MODEL_H__
+
+#include "tensorflow/lite/core/c/common.h"
+
+/* microWakeWord streaming model configuration (hey_jarvis.tflite v2):
+ * input tensor shape (1, MWW_FEATURE_SLICE_COUNT, MWW_FEATURE_SIZE), int8,
+ * one new 10ms/40-bin MFCC hop per slice. The model is a stateful streaming
+ * graph (TFLM resource variables + CALL_ONCE init subgraph) that keeps its
+ * own longer-history ring buffers internally, so callers only ever need to
+ * supply MWW_FEATURE_SLICE_COUNT fresh hops per Invoke() rather than a
+ * caller-side sliding window.
+ */
+#define MWW_SAMPLE_RATE 16000
+#define MWW_FEATURE_SIZE 40
+#define MWW_FEATURE_SLICE_COUNT 3
+#define MWW_FEATURE_ELEM_COUNT (MWW_FEATURE_SIZE * MWW_FEATURE_SLICE_COUNT)
+#define MWW_FEATURE_STRIDE_MS 10
+#define MWW_FEATURE_DURATION_MS 30
+
+struct mww_classify {
+	int8_t *audio_features;
+	size_t audio_data_size;
+	const char *error;
+	float probability;	/**< dequantized wake-word probability, 0..1 */
+	int32_t raw_output;	/**< raw int8/uint8 output tensor value */
+	float input_scale;
+	int input_zero_point;
+};
+
+/* Export of C++ APIs into C namespace for linkage */
+#ifdef __cplusplus
+extern "C"
+{
+#endif
+
+	/* 1st - pass in tflite flatbuffer formatted model, size is included in
+	 * model metadata.
+	 */
+	int MWW_SetModel(struct mww_classify *mwc, unsigned char *model);
+
+	/* 2nd - register the kernels and init TF micro for inference */
+	int MWW_InitOps(struct mww_classify *mwc);
+
+	/* 3rd - perform the inference */
+	int MWW_ProcessClassify(struct mww_classify *mwc);
+
+	/**
+	 * \brief Reset streaming resource variables to zero.
+	 * \return 0 on success.
+	 */
+	int MWW_Reset(void);
+
+	/**
+	 * \brief Free TFLite Micro interpreter and op resolver heap allocations.
+	 */
+	void MWW_Free(void);
+
+	size_t MWW_ArenaUsedBytes(void);
+	size_t MWW_ArenaCapacity(void);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif
diff --git a/uuid-registry.txt b/uuid-registry.txt
index b235311b312c..5d581867e961 100644
--- a/uuid-registry.txt
+++ b/uuid-registry.txt
@@ -127,6 +127,7 @@ ee2585f2-e7d8-43dc-90ab4224e00c3e84 modules
 0d9f2256-8e4f-47b3-8448239a334f1191 multiband_drc
 c607ff4d-9cb6-49dc-b6787da3c63ea557 mux
 64ce6e35-857a-4878-ace8e2a2f42e3069 mux4
+4067fe1d-cd63-4877-966ba06ded1719ce mww
 f36BF24B-9AAF-83f4-8677E072E8AEADB7 notification_pool
 1fb15a7a-83cd-4c2e-8b324da1b2adeeaf notifier
 7ae671a7-4617-4a09-bf6d9d29c998dbc1 ns

From e79fb4288334c9c8ba758ad4a9d8a37cf45f7b53 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Thu, 27 Aug 2026 15:24:08 +0300
Subject: [PATCH 19/35] rimage: config: include microWakeWord (MWW) module in
 platform manifests

Include audio/microwakeword/mww.toml when CONFIG_COMP_MWW is enabled
across platform rimage manifest headers (tgl, tgl-h, mtl, lnl, ptl, wcl)
so the MWW module UUID and entry are registered in base firmware images
and loadable on target devices.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 app/boards/intel_adsp_ace30_ptl.conf | 32 ++++++++++++++++++++++++++--
 app/boards/intel_adsp_cavs25.conf    | 11 +++++++++-
 tools/rimage/config/lnl.toml.h       |  4 ++++
 tools/rimage/config/mtl.toml.h       |  4 ++++
 tools/rimage/config/ptl.toml.h       |  4 ++++
 tools/rimage/config/tgl-h.toml.h     |  4 ++++
 tools/rimage/config/tgl.toml.h       |  4 ++++
 tools/rimage/config/wcl.toml.h       |  4 ++++
 8 files changed, 64 insertions(+), 3 deletions(-)

diff --git a/app/boards/intel_adsp_ace30_ptl.conf b/app/boards/intel_adsp_ace30_ptl.conf
index 6697f8d5523a..ecb67d52ef77 100644
--- a/app/boards/intel_adsp_ace30_ptl.conf
+++ b/app/boards/intel_adsp_ace30_ptl.conf
@@ -15,6 +15,21 @@ CONFIG_FORMAT_CONVERT_HIFI3=n
 CONFIG_COMP_GOOGLE_RTC_AUDIO_PROCESSING=m
 CONFIG_GOOGLE_RTC_AUDIO_PROCESSING_MOCK=y
 CONFIG_COMP_STFT_PROCESS=y
+CONFIG_SOF_STAGING=y
+CONFIG_COMP_KPB=y
+CONFIG_CPP=y
+CONFIG_STD_CPP17=y
+# tflmcly (stock keyword model) is not yet GNU-toolchain-clean on aphid
+# (undefined sof_ut_log/__assert_no_args/abs); not required by mww, which
+# builds its own independent TFLM lib copy. Disabled here to unblock the
+# aphid mww LLEXT build.
+CONFIG_COMP_TENSORFLOW=n
+CONFIG_COMP_MFCC=y
+CONFIG_COMP_MWW=m
+CONFIG_AMS=y
+CONFIG_STACK_SIZE_EDF=32768
+CONFIG_COMP_VOLUME=y
+CONFIG_COMP_GAIN=y
 
 # SOF / infrastructure
 CONFIG_KCPS_DYNAMIC_CLOCK_CONTROL=n
@@ -29,7 +44,7 @@ CONFIG_COLD_STORE_EXECUTE_DRAM=y
 CONFIG_INTEL_MODULES=y
 CONFIG_LIBRARY_AUTH_SUPPORT=y
 CONFIG_LIBRARY_MANAGER=y
-CONFIG_LIBRARY_BASE_ADDRESS=0xa0688000
+CONFIG_LIBRARY_BASE_ADDRESS=0xa0700000
 CONFIG_LIBRARY_BUILD_LIB=y
 CONFIG_LIBRARY_DEFAULT_MODULAR=y
 
@@ -43,11 +58,19 @@ CONFIG_SOF_LOG_LEVEL_INF=y
 CONFIG_DEBUG_COREDUMP_BACKEND_INTEL_ADSP_MEM_WINDOW=y
 CONFIG_DEBUG_COREDUMP_MEMORY_DUMP_MIN=y
 CONFIG_COUNTER=y
-CONFIG_HEAP_MEM_POOL_SIZE=8192
+CONFIG_HEAP_MEM_POOL_SIZE=32768
+CONFIG_COMMON_LIBC_MALLOC_ARENA_SIZE=32768
 CONFIG_LLEXT=y
 CONFIG_LLEXT_STORAGE_WRITABLE=y
 CONFIG_LLEXT_EXPERIMENTAL=y
 CONFIG_LLEXT_EDK=n
+
+# Default LLEXT metadata heap (CONFIG_LLEXT_HEAP_SIZE, 8 KB) is sized for
+# small extensions with few STB_GLOBAL-only exported symbols. mww.llext
+# links in TFLM, whose template-instantiated vtables/typeinfo are emitted
+# STB_WEAK -- now included in ext->sym_tab after the llext_load.c fix -- and
+# blows past 8 KB (Failed to allocate extension symbol table, ret -12).
+CONFIG_LLEXT_HEAP_SIZE=256
 CONFIG_MODULES=y
 
 # Zephyr / device drivers
@@ -83,3 +106,8 @@ CONFIG_SOF_USERSPACE_PROXY=y
 CONFIG_MAX_THREAD_BYTES=3
 
 CONFIG_MAX_DOMAIN_PARTITIONS=32
+
+# Debug: get faulting virtual address for openmodules-load panic
+# CONFIG_XTENSA_ADSP_FATAL_BREADCRUMB_DATA_VADDR=y
+CONFIG_SYS_HEAP_RUNTIME_STATS=y
+CONFIG_SOF_ZEPHYR_HEAP_SIZE=0x80000
diff --git a/app/boards/intel_adsp_cavs25.conf b/app/boards/intel_adsp_cavs25.conf
index 0a89f1a669a7..550804f53584 100644
--- a/app/boards/intel_adsp_cavs25.conf
+++ b/app/boards/intel_adsp_cavs25.conf
@@ -12,6 +12,14 @@ CONFIG_COMP_MFCC=y
 CONFIG_COMP_MULTIBAND_DRC=y
 CONFIG_COMP_VOLUME_WINDOWS_FADE=y
 CONFIG_FORMAT_CONVERT_HIFI3=n
+CONFIG_SOF_STAGING=y
+CONFIG_CPP=y
+CONFIG_STD_CPP17=y
+# cavs2.5 has no LLEXT/module-manager support (see CONFIG_LIBRARY_MANAGER=n
+# below), so build mww in statically rather than as an LLEXT module.
+CONFIG_COMP_MWW=y
+CONFIG_COMP_MWW_DEBUG_TRACE=y
+CONFIG_STACK_SIZE_EDF=32768
 CONFIG_PCM_CONVERTER_FORMAT_S16LE=y
 CONFIG_PCM_CONVERTER_FORMAT_S24LE=y
 CONFIG_PCM_CONVERTER_FORMAT_S32LE=y
@@ -37,7 +45,8 @@ CONFIG_SOF_LOG_LEVEL_INF=y
 # choices have to be selected per board.
 CONFIG_DEBUG_COREDUMP_BACKEND_INTEL_ADSP_MEM_WINDOW=y
 CONFIG_DEBUG_COREDUMP_MEMORY_DUMP_MIN=y
-CONFIG_HEAP_MEM_POOL_SIZE=8192
+CONFIG_HEAP_MEM_POOL_SIZE=32768
+CONFIG_COMMON_LIBC_MALLOC_ARENA_SIZE=32768
 
 # Zephyr / device drivers
 CONFIG_DAI_INIT_PRIORITY=70
diff --git a/tools/rimage/config/lnl.toml.h b/tools/rimage/config/lnl.toml.h
index faefbb8acadb..fb79be0484ad 100644
--- a/tools/rimage/config/lnl.toml.h
+++ b/tools/rimage/config/lnl.toml.h
@@ -166,5 +166,9 @@
 #include <audio/phase_vocoder/phase_vocoder.toml>
 #endif
 
+#if defined(CONFIG_COMP_MWW) || defined(LLEXT_FORCE_ALL_MODULAR)
+#include <audio/microwakeword/mww.toml>
+#endif
+
 [module]
 count = __COUNTER__
diff --git a/tools/rimage/config/mtl.toml.h b/tools/rimage/config/mtl.toml.h
index 62672713dbae..5b050ae6b4e3 100644
--- a/tools/rimage/config/mtl.toml.h
+++ b/tools/rimage/config/mtl.toml.h
@@ -162,6 +162,10 @@
 #include <audio/template/template.toml>
 #endif
 
+#if defined(CONFIG_COMP_MWW) || defined(LLEXT_FORCE_ALL_MODULAR)
+#include <audio/microwakeword/mww.toml>
+#endif
+
 #if defined(CONFIG_COMP_TENSORFLOW) || defined(LLEXT_FORCE_ALL_MODULAR)
 #include <audio/tensorflow/tflmcly.toml>
 #endif
diff --git a/tools/rimage/config/ptl.toml.h b/tools/rimage/config/ptl.toml.h
index e7a53d1b1820..4173899288d4 100644
--- a/tools/rimage/config/ptl.toml.h
+++ b/tools/rimage/config/ptl.toml.h
@@ -178,5 +178,9 @@ index = __COUNTER__
 #include <audio/phase_vocoder/phase_vocoder.toml>
 #endif
 
+
+#if defined(CONFIG_COMP_MWW) || defined(LLEXT_FORCE_ALL_MODULAR)
+#include <audio/microwakeword/mww.toml>
+#endif
 [module]
 count = __COUNTER__
diff --git a/tools/rimage/config/tgl-h.toml.h b/tools/rimage/config/tgl-h.toml.h
index ea5dc5d4b262..e721943d47cb 100644
--- a/tools/rimage/config/tgl-h.toml.h
+++ b/tools/rimage/config/tgl-h.toml.h
@@ -120,6 +120,10 @@
 #include <audio/template/template.toml>
 #endif
 
+#if defined(CONFIG_COMP_MWW) || defined(LLEXT_FORCE_ALL_MODULAR)
+#include <audio/microwakeword/mww.toml>
+#endif
+
 #if defined(CONFIG_COMP_LEVEL_MULTIPLIER) || defined(LLEXT_FORCE_ALL_MODULAR)
 #include <audio/level_multiplier/level_multiplier.toml>
 #endif
diff --git a/tools/rimage/config/tgl.toml.h b/tools/rimage/config/tgl.toml.h
index 2ca246880727..fd8cb672c792 100644
--- a/tools/rimage/config/tgl.toml.h
+++ b/tools/rimage/config/tgl.toml.h
@@ -120,6 +120,10 @@
 #include <audio/template/template.toml>
 #endif
 
+#if defined(CONFIG_COMP_MWW) || defined(LLEXT_FORCE_ALL_MODULAR)
+#include <audio/microwakeword/mww.toml>
+#endif
+
 #if defined(CONFIG_COMP_LEVEL_MULTIPLIER) || defined(LLEXT_FORCE_ALL_MODULAR)
 #include <audio/level_multiplier/level_multiplier.toml>
 #endif
diff --git a/tools/rimage/config/wcl.toml.h b/tools/rimage/config/wcl.toml.h
index f239e063a459..0bf3529023eb 100644
--- a/tools/rimage/config/wcl.toml.h
+++ b/tools/rimage/config/wcl.toml.h
@@ -166,5 +166,9 @@ index = __COUNTER__
 #include <audio/phase_vocoder/phase_vocoder.toml>
 #endif
 
+#if defined(CONFIG_COMP_MWW) || defined(LLEXT_FORCE_ALL_MODULAR)
+#include <audio/microwakeword/mww.toml>
+#endif
+
 [module]
 count = __COUNTER__

From bb490da6601fc63fd7c766995779815ae6c7e1ae Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:21:15 +0300
Subject: [PATCH 20/35] audio: microwakeword: add default models and runtime
 ctl blobs

Add streaming TFLM models and runtime binary controls for keywords
including 'Hi Intel', 'Hey Jarvis', 'Strawberry', 'Orange', and 'Banana'.
Models are packaged in dedicated header files and static C arrays for
embedded builds, and in tools/ctl/ipc4/mww/ for runtime bytes control
loading via sof-ctl.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/microwakeword/mww_model_data.cc     | 5057 ++++++++++++++++
 src/audio/microwakeword/mww_model_data.h      |   13 +
 .../microwakeword/mww_model_data_banana.cc    | 4632 +++++++++++++++
 .../microwakeword/mww_model_data_banana.h     |   13 +
 .../microwakeword/mww_model_data_hey_jarvis.h | 4372 ++++++++++++++
 .../microwakeword/mww_model_data_hi_intel.h   | 5063 +++++++++++++++++
 .../microwakeword/mww_model_data_orange.cc    | 4632 +++++++++++++++
 .../microwakeword/mww_model_data_orange.h     |   13 +
 tools/ctl/ipc4/mww/banana.txt                 |    1 +
 tools/ctl/ipc4/mww/hey_jarvis.txt             |    1 +
 tools/ctl/ipc4/mww/hi_intel.txt               |    1 +
 tools/ctl/ipc4/mww/orange.txt                 |    1 +
 tools/ctl/ipc4/mww/strawberry.txt             |    1 +
 13 files changed, 23800 insertions(+)
 create mode 100644 src/audio/microwakeword/mww_model_data.cc
 create mode 100644 src/audio/microwakeword/mww_model_data.h
 create mode 100644 src/audio/microwakeword/mww_model_data_banana.cc
 create mode 100644 src/audio/microwakeword/mww_model_data_banana.h
 create mode 100644 src/audio/microwakeword/mww_model_data_hey_jarvis.h
 create mode 100644 src/audio/microwakeword/mww_model_data_hi_intel.h
 create mode 100644 src/audio/microwakeword/mww_model_data_orange.cc
 create mode 100644 src/audio/microwakeword/mww_model_data_orange.h
 create mode 100644 tools/ctl/ipc4/mww/banana.txt
 create mode 100644 tools/ctl/ipc4/mww/hey_jarvis.txt
 create mode 100644 tools/ctl/ipc4/mww/hi_intel.txt
 create mode 100644 tools/ctl/ipc4/mww/orange.txt
 create mode 100644 tools/ctl/ipc4/mww/strawberry.txt

diff --git a/src/audio/microwakeword/mww_model_data.cc b/src/audio/microwakeword/mww_model_data.cc
new file mode 100644
index 000000000000..4b24b99ef8a9
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data.cc
@@ -0,0 +1,5057 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train_pcan.py — do not edit.
+
+#include "mww_model_data.h"
+
+alignas(16) const unsigned char mww_model_data[] = {
+    0x1c, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x14, 0x00, 0x20, 0x00,
+    0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+    0x88, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x5c, 0x8e, 0x00, 0x00,
+    0x6c, 0x8e, 0x00, 0x00, 0x60, 0xeb, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x26, 0x61, 0xff, 0xff,
+    0x0c, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+    0x0f, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76, 0x69, 0x6e, 0x67, 0x5f,
+    0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x98, 0x5f, 0xff, 0xff, 0x45, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x6f, 0x75, 0x74, 0x70,
+    0x75, 0x74, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x62, 0x5f, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x0b, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x70, 0x75, 0x74, 0x5f, 0x61, 0x75,
+    0x64, 0x69, 0x6f, 0x00, 0x03, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00,
+    0x2c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xe4, 0x5f, 0xff, 0xff,
+    0x61, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00,
+    0x43, 0x4f, 0x4e, 0x56, 0x45, 0x52, 0x53, 0x49, 0x4f, 0x4e, 0x5f, 0x4d,
+    0x45, 0x54, 0x41, 0x44, 0x41, 0x54, 0x41, 0x00, 0x08, 0x60, 0xff, 0xff,
+    0x60, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00,
+    0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74, 0x69, 0x6d, 0x65, 0x5f,
+    0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00, 0x2c, 0x60, 0xff, 0xff,
+    0x5f, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00,
+    0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74, 0x69, 0x6d, 0x65, 0x5f,
+    0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00, 0x62, 0x00, 0x00, 0x00,
+    0x58, 0x8d, 0x00, 0x00, 0x50, 0x8d, 0x00, 0x00, 0x30, 0x8d, 0x00, 0x00,
+    0x18, 0x8d, 0x00, 0x00, 0xf8, 0x8c, 0x00, 0x00, 0xd8, 0x8c, 0x00, 0x00,
+    0xb8, 0x8c, 0x00, 0x00, 0x98, 0x8c, 0x00, 0x00, 0x84, 0x8c, 0x00, 0x00,
+    0x48, 0x8b, 0x00, 0x00, 0x48, 0x8a, 0x00, 0x00, 0x28, 0x7c, 0x00, 0x00,
+    0x28, 0x7b, 0x00, 0x00, 0x2c, 0x76, 0x00, 0x00, 0x2c, 0x75, 0x00, 0x00,
+    0x0c, 0x67, 0x00, 0x00, 0x0c, 0x66, 0x00, 0x00, 0xf0, 0x62, 0x00, 0x00,
+    0xf0, 0x61, 0x00, 0x00, 0xd0, 0x53, 0x00, 0x00, 0xd0, 0x52, 0x00, 0x00,
+    0xa4, 0x50, 0x00, 0x00, 0xa4, 0x4f, 0x00, 0x00, 0x8c, 0x48, 0x00, 0x00,
+    0x04, 0x48, 0x00, 0x00, 0x5c, 0x47, 0x00, 0x00, 0xd4, 0x46, 0x00, 0x00,
+    0x54, 0x2f, 0x00, 0x00, 0x4c, 0x2f, 0x00, 0x00, 0x44, 0x2f, 0x00, 0x00,
+    0x3c, 0x2f, 0x00, 0x00, 0x34, 0x2f, 0x00, 0x00, 0x2c, 0x2f, 0x00, 0x00,
+    0x24, 0x2f, 0x00, 0x00, 0x1c, 0x2f, 0x00, 0x00, 0x14, 0x2f, 0x00, 0x00,
+    0x0c, 0x2f, 0x00, 0x00, 0x04, 0x2f, 0x00, 0x00, 0xfc, 0x2e, 0x00, 0x00,
+    0xf4, 0x2e, 0x00, 0x00, 0xec, 0x2e, 0x00, 0x00, 0xe4, 0x2e, 0x00, 0x00,
+    0xdc, 0x2e, 0x00, 0x00, 0xd4, 0x2e, 0x00, 0x00, 0xcc, 0x2e, 0x00, 0x00,
+    0xc4, 0x2e, 0x00, 0x00, 0xbc, 0x2e, 0x00, 0x00, 0xb4, 0x2e, 0x00, 0x00,
+    0xac, 0x2e, 0x00, 0x00, 0xa4, 0x2e, 0x00, 0x00, 0x9c, 0x2e, 0x00, 0x00,
+    0x94, 0x2e, 0x00, 0x00, 0x8c, 0x2e, 0x00, 0x00, 0x84, 0x2e, 0x00, 0x00,
+    0x7c, 0x2e, 0x00, 0x00, 0x74, 0x2e, 0x00, 0x00, 0x6c, 0x2e, 0x00, 0x00,
+    0x64, 0x2e, 0x00, 0x00, 0x5c, 0x2e, 0x00, 0x00, 0x54, 0x2e, 0x00, 0x00,
+    0x4c, 0x2e, 0x00, 0x00, 0x44, 0x2e, 0x00, 0x00, 0x3c, 0x2e, 0x00, 0x00,
+    0x34, 0x2e, 0x00, 0x00, 0x2c, 0x2e, 0x00, 0x00, 0x24, 0x2e, 0x00, 0x00,
+    0x1c, 0x2e, 0x00, 0x00, 0x14, 0x2e, 0x00, 0x00, 0x0c, 0x2e, 0x00, 0x00,
+    0x04, 0x2e, 0x00, 0x00, 0xfc, 0x2d, 0x00, 0x00, 0xf4, 0x2d, 0x00, 0x00,
+    0xec, 0x2d, 0x00, 0x00, 0xe4, 0x2d, 0x00, 0x00, 0xdc, 0x2d, 0x00, 0x00,
+    0xd4, 0x2d, 0x00, 0x00, 0xcc, 0x2d, 0x00, 0x00, 0xc4, 0x2d, 0x00, 0x00,
+    0xbc, 0x2d, 0x00, 0x00, 0xb4, 0x2d, 0x00, 0x00, 0xac, 0x2d, 0x00, 0x00,
+    0xa4, 0x2d, 0x00, 0x00, 0x9c, 0x2d, 0x00, 0x00, 0x4c, 0x2c, 0x00, 0x00,
+    0x5c, 0x2a, 0x00, 0x00, 0xcc, 0x22, 0x00, 0x00, 0x7c, 0x17, 0x00, 0x00,
+    0xac, 0x04, 0x00, 0x00, 0xdc, 0x00, 0x00, 0x00, 0xd4, 0x00, 0x00, 0x00,
+    0xcc, 0x00, 0x00, 0x00, 0xc4, 0x00, 0x00, 0x00, 0xbc, 0x00, 0x00, 0x00,
+    0xb4, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00, 0x8c, 0x00, 0x00, 0x00,
+    0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x82, 0x61, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x0e, 0x00, 0x08, 0x00, 0x04, 0x00, 0x08, 0x00, 0x00, 0x00,
+    0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
+    0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0xeb, 0x03, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00,
+    0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x36, 0x2e, 0x31, 0x00, 0x00,
+    0xe6, 0x61, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x02, 0x62, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x10, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x36, 0x2e, 0x30, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x74, 0x18, 0xff, 0xff,
+    0x78, 0x18, 0xff, 0xff, 0x7c, 0x18, 0xff, 0xff, 0x80, 0x18, 0xff, 0xff,
+    0x84, 0x18, 0xff, 0xff, 0x88, 0x18, 0xff, 0xff, 0x36, 0x62, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0xc0, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
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+    0x1c, 0xe0, 0x01, 0x2e, 0xfd, 0xfd, 0xde, 0x1e, 0xf1, 0xd7, 0x37, 0xff,
+    0x17, 0x33, 0xed, 0xef, 0xf3, 0xf2, 0x2b, 0xc6, 0xfd, 0xea, 0xf9, 0xe4,
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+    0x1c, 0xf9, 0xf8, 0xfb, 0xee, 0xe7, 0x81, 0xd0, 0x34, 0x11, 0x29, 0x11,
+    0x18, 0xfe, 0x21, 0x45, 0xe4, 0xa3, 0x11, 0x02, 0xf7, 0xc5, 0xd6, 0x46,
+    0x19, 0xcb, 0xc7, 0xec, 0x07, 0x04, 0x8f, 0x13, 0xb5, 0x1e, 0xe5, 0x20,
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+    0xfa, 0x0f, 0xe7, 0xfb, 0xf2, 0x06, 0xf0, 0x0a, 0x2a, 0xe3, 0x2b, 0xea,
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+    0xc0, 0x07, 0xd3, 0x3f, 0xe8, 0xc9, 0x20, 0x1c, 0x14, 0x1e, 0xe2, 0xe4,
+    0xeb, 0x14, 0x13, 0xec, 0xfa, 0xef, 0x03, 0xf3, 0xfd, 0xea, 0x09, 0xe3,
+    0x22, 0x22, 0xeb, 0x66, 0x1d, 0xd9, 0x16, 0x5a, 0xab, 0x38, 0xd2, 0x64,
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+    0x07, 0x34, 0xd0, 0x1d, 0xf4, 0xf8, 0xf7, 0xcc, 0x27, 0xf2, 0x35, 0x3e,
+    0x19, 0xbd, 0x41, 0xdb, 0xdb, 0x13, 0x0b, 0xb1, 0x0f, 0x1b, 0xe4, 0x85,
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+    0xda, 0x50, 0x37, 0x1d, 0x00, 0xf3, 0x31, 0xfa, 0xba, 0xb6, 0xe4, 0x1a,
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+    0x1a, 0xc2, 0x37, 0x9c, 0xf0, 0x3f, 0xe8, 0xe0, 0x02, 0xb6, 0x21, 0x2c,
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+    0x11, 0xa8, 0xf8, 0xfc, 0x0d, 0x09, 0xe7, 0xc6, 0x4d, 0xf6, 0xc1, 0xc7,
+    0xd4, 0xc8, 0xc7, 0xcd, 0x50, 0xc3, 0xf8, 0xd1, 0x1f, 0xd4, 0x1c, 0x1f,
+    0xf3, 0xbd, 0xd6, 0x09, 0xf3, 0x0b, 0x3e, 0xe4, 0x25, 0x2c, 0xed, 0xfa,
+    0x98, 0x07, 0xe2, 0x81, 0x3f, 0x1b, 0x01, 0x1f, 0xf0, 0x3d, 0xf3, 0xe7,
+    0x1c, 0x2a, 0xca, 0x06, 0xfa, 0xd6, 0x28, 0xf8, 0xdb, 0xfb, 0x17, 0xeb,
+    0x3b, 0x0f, 0x13, 0x06, 0xbb, 0x1a, 0x2e, 0xd3, 0x35, 0x25, 0x03, 0x32,
+    0x32, 0x0a, 0x18, 0xe0, 0x4c, 0xcc, 0x1c, 0x4a, 0xb8, 0x13, 0x1e, 0x7f,
+    0x10, 0xc8, 0xea, 0x46, 0xb9, 0xa9, 0xe0, 0x11, 0xd0, 0xde, 0x30, 0xf3,
+    0xf2, 0x2f, 0x0f, 0x04, 0xd5, 0x10, 0xa4, 0x13, 0x36, 0x56, 0x0e, 0xff,
+    0x37, 0x1a, 0x18, 0x16, 0x0e, 0x33, 0x37, 0x01, 0x1e, 0xd5, 0xc5, 0xb8,
+    0x12, 0xc5, 0x2a, 0x35, 0xd6, 0xdf, 0xe6, 0x1d, 0x11, 0xdd, 0x24, 0x2f,
+    0x12, 0xc9, 0x3d, 0x26, 0x40, 0x19, 0xd8, 0x03, 0xff, 0x47, 0x1a, 0x19,
+    0x09, 0x17, 0x3b, 0xff, 0xe6, 0xed, 0xd5, 0xfa, 0x03, 0xe0, 0xf1, 0xf8,
+    0xf4, 0x03, 0x11, 0x20, 0x18, 0xe2, 0xb9, 0xbb, 0x4d, 0x50, 0x35, 0x06,
+    0x36, 0x5f, 0xc8, 0xc0, 0xed, 0xcc, 0x81, 0xf8, 0x16, 0xba, 0xcd, 0x1e,
+    0x24, 0xcb, 0x37, 0x16, 0xac, 0xdd, 0xe4, 0xec, 0xe2, 0xe2, 0x05, 0xa0,
+    0x48, 0xd6, 0xd1, 0x0c, 0xe7, 0x41, 0xe7, 0x12, 0x3d, 0x1b, 0x83, 0xd4,
+    0x1a, 0x2d, 0xfd, 0xc9, 0xd3, 0x0e, 0x46, 0x0b, 0x22, 0x0b, 0x5f, 0xce,
+    0xa5, 0xe9, 0x8f, 0xe7, 0xcf, 0xf6, 0xe1, 0xef, 0x52, 0xc1, 0x5a, 0x4f,
+    0xfd, 0x84, 0xf8, 0x3b, 0x3b, 0x24, 0xa7, 0x4b, 0xbf, 0x0e, 0x14, 0x23,
+    0xf1, 0xba, 0xe8, 0x35, 0x03, 0x41, 0x01, 0x0f, 0x04, 0x31, 0xb0, 0x81,
+    0x2b, 0xe3, 0xa1, 0xbe, 0xc4, 0xcc, 0x14, 0x27, 0x26, 0xf4, 0x30, 0x1f,
+    0xd8, 0x47, 0x4e, 0xc2, 0xf6, 0x17, 0xfd, 0x4c, 0x16, 0xfe, 0x11, 0x1b,
+    0x39, 0x45, 0x3d, 0x2b, 0x9d, 0x08, 0x1b, 0xdc, 0x2a, 0x37, 0x48, 0x05,
+    0xb9, 0xc4, 0x29, 0xdd, 0xbd, 0x11, 0x15, 0x2b, 0x39, 0x42, 0x1e, 0xe8,
+    0x2b, 0xcc, 0xd5, 0x09, 0xfd, 0x1e, 0x81, 0xf0, 0xd3, 0xba, 0x19, 0x09,
+    0xd1, 0xe7, 0x2f, 0xe6, 0xc2, 0xdc, 0xf7, 0x16, 0xd5, 0xf2, 0xcb, 0x19,
+    0xd5, 0x4b, 0xa6, 0x0e, 0xee, 0x08, 0xa7, 0x27, 0x64, 0x93, 0x63, 0x21,
+    0x21, 0xf1, 0x05, 0xfd, 0x7f, 0x01, 0x33, 0x02, 0x58, 0xd9, 0x2d, 0xe7,
+    0xe4, 0x04, 0xd0, 0xa4, 0x75, 0x02, 0xee, 0xcf, 0xce, 0xf9, 0x0e, 0xcc,
+    0x0a, 0x0f, 0xb4, 0xe7, 0x1c, 0xd5, 0x41, 0xc2, 0x2e, 0xc1, 0x20, 0x43,
+    0xfb, 0xfd, 0xde, 0xe2, 0xf8, 0x52, 0x42, 0x33, 0x4b, 0xb9, 0x55, 0xdc,
+    0xd2, 0x7f, 0x00, 0x2a, 0xdf, 0xbb, 0x79, 0x31, 0x51, 0xd8, 0x44, 0x21,
+    0x22, 0xd7, 0x13, 0x30, 0x13, 0x47, 0x12, 0xdc, 0x12, 0x94, 0xcd, 0xe2,
+    0x5e, 0xd5, 0xbe, 0xb7, 0xa5, 0x92, 0x60, 0xe0, 0x4b, 0x20, 0xf2, 0x25,
+    0xb0, 0x03, 0x32, 0xd4, 0x0d, 0x1b, 0x3c, 0xed, 0x31, 0x0d, 0x1d, 0x20,
+    0xfb, 0x0d, 0x6b, 0xc2, 0xea, 0x0c, 0x08, 0x14, 0x0a, 0x0b, 0xba, 0x05,
+    0xfa, 0x11, 0x07, 0x06, 0xcc, 0xba, 0x0e, 0x0c, 0x0e, 0x63, 0xed, 0xed,
+    0x05, 0xe5, 0x08, 0xf3, 0xe2, 0x1e, 0xc5, 0xfc, 0x7f, 0xfc, 0x09, 0x1a,
+    0x1f, 0x19, 0xdb, 0xd1, 0xb9, 0xfa, 0x4c, 0x11, 0x0c, 0xbe, 0xe5, 0xea,
+    0x01, 0xeb, 0x1d, 0x17, 0xec, 0x0c, 0xe7, 0x2e, 0xef, 0x1d, 0xfd, 0x00,
+    0x19, 0xe6, 0x03, 0x12, 0xff, 0x02, 0x20, 0x0f, 0x5c, 0x24, 0x02, 0x2a,
+    0x12, 0x14, 0xd1, 0x1e, 0x5d, 0xfe, 0x19, 0xeb, 0x4a, 0x05, 0x0e, 0x3b,
+    0xdd, 0x88, 0xfb, 0x00, 0xfc, 0x56, 0x76, 0xdf, 0x81, 0x4f, 0x35, 0x2b,
+    0x6c, 0xd5, 0xba, 0xe5, 0x3f, 0xc5, 0xed, 0x1d, 0x64, 0xfc, 0x4c, 0x0b,
+    0xbb, 0x04, 0x98, 0x1d, 0xcc, 0x46, 0xf6, 0xd1, 0xd9, 0x3b, 0x39, 0x1a,
+    0xe7, 0xf6, 0xfa, 0xfd, 0xde, 0xe3, 0xdb, 0xeb, 0x07, 0xcb, 0xbe, 0xf9,
+    0xa1, 0x33, 0xb6, 0x42, 0xe3, 0xb6, 0xf6, 0x04, 0x0a, 0xd6, 0x3f, 0xf8,
+    0x05, 0x7f, 0xfb, 0xee, 0x1b, 0x22, 0xeb, 0x16, 0xef, 0x09, 0xe4, 0xd9,
+    0x04, 0x1c, 0xc8, 0x01, 0x0f, 0xee, 0x1a, 0xcd, 0x28, 0x2e, 0x1e, 0xd3,
+    0xd6, 0x25, 0x29, 0xef, 0xeb, 0xe3, 0x30, 0x01, 0xf8, 0xd7, 0xe4, 0xd9,
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+    0x21, 0xfd, 0xe8, 0x0e, 0xdc, 0x1d, 0xe7, 0x12, 0x07, 0x1f, 0xf1, 0x0b,
+    0x31, 0x02, 0xca, 0xe8, 0x09, 0x52, 0xc0, 0xe7, 0xf5, 0x1e, 0xec, 0x35,
+    0x76, 0x29, 0x0b, 0xfc, 0xbb, 0xb9, 0x07, 0xff, 0xbd, 0xa0, 0xe2, 0x81,
+    0xfa, 0xcf, 0x17, 0xf7, 0x1a, 0xe4, 0xbb, 0x51, 0xda, 0xf2, 0x21, 0xef,
+    0x0c, 0x02, 0xe6, 0xe1, 0x67, 0xfa, 0xfc, 0x8c, 0xa6, 0xba, 0x56, 0x7b,
+    0x4f, 0x4e, 0x63, 0x57, 0xc1, 0x13, 0x1e, 0x2f, 0xe7, 0xed, 0x50, 0xe6,
+    0xce, 0x1c, 0xc6, 0x70, 0xf4, 0x2a, 0x77, 0xff, 0x1d, 0xfb, 0xe4, 0x87,
+    0xef, 0xfa, 0x2a, 0x87, 0xcb, 0x16, 0x3f, 0x99, 0x11, 0x28, 0x22, 0x16,
+    0xe6, 0xd1, 0xa7, 0xbf, 0xff, 0x23, 0xf9, 0x02, 0x0c, 0x08, 0x10, 0xd2,
+    0x48, 0x98, 0xcc, 0xd4, 0x3d, 0xfb, 0x52, 0x4e, 0xda, 0x03, 0x0f, 0xf2,
+    0x23, 0x0c, 0x81, 0x08, 0xfc, 0x31, 0x01, 0x44, 0xf6, 0xf9, 0x02, 0xa8,
+    0x33, 0xc5, 0xc0, 0xcd, 0x53, 0xb6, 0xab, 0x02, 0xd6, 0x3a, 0x3b, 0x73,
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+    0x10, 0x15, 0x9c, 0x23, 0x38, 0xf5, 0xb0, 0x14, 0x3a, 0x34, 0xdb, 0x6d,
+    0x05, 0x81, 0x13, 0xa4, 0x8e, 0x85, 0xf5, 0xd6, 0x76, 0xcb, 0xfc, 0xeb,
+    0xeb, 0x99, 0x1f, 0x2f, 0xe9, 0xf5, 0x42, 0xb3, 0x7f, 0x10, 0xf7, 0xfc,
+    0xf9, 0xef, 0xe0, 0x01, 0x1f, 0x10, 0x1b, 0xc6, 0x1b, 0x36, 0xe3, 0x2a,
+    0x0c, 0xba, 0xf3, 0x10, 0x4d, 0x27, 0x0d, 0x09, 0xb1, 0xed, 0xcf, 0x06,
+    0x54, 0xe5, 0x02, 0x0b, 0xe8, 0xc6, 0xe2, 0x07, 0xf3, 0x19, 0x58, 0xc9,
+    0x02, 0xf7, 0xeb, 0x08, 0x00, 0xe6, 0x05, 0xfc, 0x2b, 0x11, 0xe9, 0xf1,
+    0x1d, 0x45, 0xfe, 0xe9, 0x2a, 0xec, 0xf9, 0xec, 0x7f, 0xf6, 0xf4, 0x26,
+    0xe9, 0xee, 0xc4, 0x24, 0xcf, 0xec, 0x25, 0x61, 0x07, 0xea, 0xc5, 0x0b,
+    0xe1, 0x2d, 0x0c, 0x1c, 0xd3, 0xc4, 0xea, 0x5e, 0x24, 0xfb, 0x07, 0xf5,
+    0xc6, 0xd5, 0x34, 0xf5, 0xea, 0xfc, 0xd5, 0xe3, 0x1a, 0x06, 0x1a, 0xf8,
+    0x0d, 0x10, 0xeb, 0x97, 0x45, 0x41, 0x2e, 0xfd, 0xd3, 0xfb, 0xda, 0xe0,
+    0x66, 0xd2, 0xc5, 0xc8, 0x22, 0x30, 0x25, 0xe8, 0x20, 0x25, 0xb5, 0xc0,
+    0x11, 0x29, 0xeb, 0x6f, 0x58, 0x19, 0x33, 0xb8, 0x38, 0xd2, 0xc2, 0x14,
+    0x44, 0x81, 0xf6, 0xe8, 0x11, 0xf9, 0x0b, 0x53, 0x42, 0x1e, 0xe9, 0xb3,
+    0xe1, 0x17, 0x36, 0x76, 0xf9, 0x17, 0x6b, 0x85, 0xd1, 0x31, 0xec, 0xcc,
+    0x01, 0x46, 0xa1, 0x3a, 0x46, 0x16, 0xbc, 0xf7, 0x21, 0x10, 0x65, 0x39,
+    0xdc, 0xdf, 0x97, 0x36, 0xaf, 0x02, 0xca, 0x11, 0xf8, 0xc9, 0x54, 0xe9,
+    0x23, 0xe4, 0xa4, 0xe0, 0xf7, 0x03, 0xc6, 0x33, 0xd1, 0xc4, 0xca, 0xac,
+    0xcb, 0xc7, 0x0a, 0xde, 0xe6, 0xb0, 0xd2, 0xfd, 0xea, 0x48, 0x34, 0x46,
+    0x02, 0xc1, 0xcd, 0xa3, 0xbd, 0xbe, 0xd9, 0x48, 0x3b, 0xe2, 0x37, 0x7f,
+    0xe4, 0x1d, 0x55, 0x54, 0xd3, 0x3f, 0x78, 0xf5, 0xe4, 0x21, 0xcc, 0x0c,
+    0xd2, 0x25, 0x87, 0x19, 0x32, 0xc2, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0xf0, 0x00, 0x00, 0x00, 0xb1, 0x11, 0x00, 0x00, 0x7e, 0x02, 0x00, 0x00,
+    0x1d, 0x0e, 0x00, 0x00, 0x0d, 0xec, 0xff, 0xff, 0xa8, 0xe1, 0xff, 0xff,
+    0xb2, 0x0a, 0x00, 0x00, 0x71, 0xf9, 0xff, 0xff, 0xfc, 0x14, 0x00, 0x00,
+    0x61, 0x03, 0x00, 0x00, 0xbc, 0xfe, 0xff, 0xff, 0xfe, 0x06, 0x00, 0x00,
+    0x46, 0x17, 0x00, 0x00, 0xf7, 0xe9, 0xff, 0xff, 0xa9, 0xf5, 0xff, 0xff,
+    0xf0, 0xdd, 0xff, 0xff, 0x92, 0xeb, 0xff, 0xff, 0xa3, 0x05, 0x00, 0x00,
+    0x57, 0x08, 0x00, 0x00, 0x26, 0xec, 0xff, 0xff, 0x55, 0x17, 0x00, 0x00,
+    0x45, 0x07, 0x00, 0x00, 0x8f, 0xf5, 0xff, 0xff, 0x3d, 0xf8, 0xff, 0xff,
+    0x0a, 0x14, 0x00, 0x00, 0x64, 0xf6, 0xff, 0xff, 0xda, 0x03, 0x00, 0x00,
+    0xcb, 0x06, 0x00, 0x00, 0x98, 0xfc, 0xff, 0xff, 0xb2, 0xda, 0xff, 0xff,
+    0x2d, 0x0d, 0x00, 0x00, 0xbc, 0x08, 0x00, 0x00, 0x64, 0x09, 0x00, 0x00,
+    0xed, 0xfb, 0xff, 0xff, 0x79, 0x0a, 0x00, 0x00, 0xf2, 0x10, 0x00, 0x00,
+    0xf8, 0x0c, 0x00, 0x00, 0xb7, 0x18, 0x00, 0x00, 0x79, 0xf0, 0xff, 0xff,
+    0xf5, 0x0b, 0x00, 0x00, 0x5e, 0x12, 0x00, 0x00, 0xcc, 0xf7, 0xff, 0xff,
+    0x3c, 0xdc, 0xff, 0xff, 0xc8, 0xf0, 0xff, 0xff, 0x2b, 0x17, 0x00, 0x00,
+    0xa9, 0xe5, 0xff, 0xff, 0x11, 0xf2, 0xff, 0xff, 0xd8, 0xf2, 0xff, 0xff,
+    0x0f, 0xf8, 0xff, 0xff, 0xdd, 0xfa, 0xff, 0xff, 0xae, 0xe4, 0xff, 0xff,
+    0x5c, 0x0c, 0x00, 0x00, 0x48, 0xeb, 0xff, 0xff, 0x07, 0xff, 0xff, 0xff,
+    0x1c, 0xe4, 0xff, 0xff, 0xb1, 0x0e, 0x00, 0x00, 0xce, 0xe6, 0xff, 0xff,
+    0x68, 0x16, 0x00, 0x00, 0xe0, 0xf4, 0xff, 0xff, 0xa7, 0xfd, 0xff, 0xff,
+    0xbd, 0xf9, 0xff, 0xff, 0x2e, 0xc3, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x0c, 0x03, 0x00, 0x00, 0xce, 0x8c, 0x10, 0xce, 0x4c, 0xb5, 0xaf, 0x7f,
+    0xbe, 0x91, 0xf1, 0xf9, 0x43, 0x57, 0x0b, 0xbd, 0xae, 0xfc, 0xf4, 0x7f,
+    0x06, 0x96, 0x43, 0xf0, 0xf3, 0x03, 0x11, 0x85, 0x33, 0x7f, 0x61, 0xe9,
+    0xe6, 0x6e, 0xd4, 0xe2, 0xd0, 0xfa, 0x81, 0x42, 0xe8, 0xf7, 0xe1, 0xd7,
+    0x81, 0xcc, 0x9b, 0x81, 0x1c, 0xb9, 0x39, 0x1c, 0x7f, 0x0b, 0xc7, 0x17,
+    0x5f, 0xb9, 0x95, 0x5d, 0xdd, 0x33, 0xe1, 0xc1, 0x43, 0x42, 0xa4, 0x30,
+    0xe0, 0xb6, 0x10, 0x1c, 0x08, 0x7f, 0x3e, 0xd6, 0x1e, 0xf0, 0xf7, 0x5e,
+    0x57, 0x81, 0x3b, 0x49, 0xfa, 0xbd, 0x29, 0xa3, 0x6d, 0x43, 0x48, 0x9f,
+    0xf4, 0xfc, 0xee, 0xc3, 0x81, 0x1c, 0x97, 0x56, 0x01, 0xef, 0xbc, 0xec,
+    0xbd, 0xf2, 0x81, 0xbb, 0x49, 0x05, 0x54, 0xfd, 0x1e, 0xc9, 0xcd, 0x1d,
+    0x13, 0xd0, 0x9f, 0x20, 0xfa, 0x4e, 0xec, 0x44, 0x33, 0x2d, 0xcf, 0x19,
+    0x9d, 0x00, 0x06, 0x0e, 0xe3, 0x62, 0x22, 0x06, 0x7f, 0xe3, 0x12, 0x37,
+    0xf7, 0xdc, 0x23, 0xc7, 0xff, 0xc2, 0x33, 0xf4, 0x7f, 0xb2, 0x26, 0x81,
+    0xf4, 0x20, 0x34, 0xbd, 0xd0, 0x39, 0xca, 0x12, 0x43, 0xca, 0x0b, 0x22,
+    0xbf, 0xfa, 0xad, 0x05, 0xc0, 0xee, 0x3f, 0xf4, 0x17, 0xfc, 0xd8, 0x15,
+    0x17, 0x26, 0x85, 0x41, 0xf3, 0xbd, 0xc7, 0x2d, 0x20, 0x4d, 0xee, 0xb2,
+    0xce, 0xab, 0x08, 0x25, 0xf4, 0x16, 0xc4, 0x27, 0x55, 0x1f, 0xf6, 0x3a,
+    0xbd, 0xdb, 0x1b, 0xc4, 0xf9, 0xb2, 0x1f, 0x7f, 0x29, 0x0f, 0x3f, 0xe0,
+    0xe1, 0x0d, 0x29, 0xce, 0x5a, 0x46, 0xd4, 0xff, 0xe6, 0xed, 0x66, 0x03,
+    0xda, 0xfc, 0xce, 0x1a, 0xe9, 0x08, 0x2c, 0xf6, 0x47, 0x0c, 0xc8, 0x02,
+    0x3c, 0x4d, 0xab, 0xf8, 0xf7, 0xa3, 0xbc, 0x3f, 0x04, 0xf5, 0xfe, 0xc5,
+    0xc9, 0xd5, 0x04, 0x13, 0x00, 0xfe, 0xb7, 0x06, 0x15, 0x0a, 0x03, 0xd5,
+    0x96, 0xda, 0xfa, 0x3c, 0xfd, 0xd4, 0x45, 0x28, 0xd7, 0x05, 0x44, 0xe0,
+    0x65, 0x1b, 0xf7, 0xf6, 0xd9, 0x3a, 0x2a, 0x49, 0x04, 0xeb, 0x0d, 0xde,
+    0xaf, 0x32, 0xf9, 0x37, 0x6e, 0xce, 0x5d, 0xec, 0x07, 0x06, 0xd1, 0x24,
+    0xfb, 0x17, 0xd7, 0xff, 0xee, 0xd5, 0xb3, 0x0a, 0x42, 0xf5, 0x29, 0x1a,
+    0xc6, 0x27, 0xee, 0x3c, 0x06, 0xdc, 0xfb, 0xb5, 0xd9, 0xf6, 0x03, 0xe3,
+    0xca, 0xdf, 0x1b, 0xf5, 0xfc, 0x1c, 0x7f, 0xdd, 0xe1, 0x47, 0x50, 0xe7,
+    0x1f, 0x1a, 0x87, 0xcc, 0xcd, 0xa6, 0x2d, 0x7f, 0xc2, 0x0c, 0xdd, 0xd7,
+    0xe0, 0x41, 0xe9, 0xd3, 0xe8, 0x11, 0x7f, 0xf2, 0xd9, 0xdc, 0xea, 0x1f,
+    0x0d, 0xfc, 0x00, 0xfb, 0xcc, 0x25, 0xdb, 0x52, 0x48, 0xf8, 0x0d, 0x17,
+    0xd9, 0x2c, 0x05, 0x3b, 0xf1, 0xe8, 0x0b, 0x9e, 0x06, 0x3f, 0x10, 0xc4,
+    0x98, 0xaf, 0x19, 0xd1, 0x0d, 0xc2, 0x54, 0xc0, 0x01, 0xdb, 0x26, 0xbc,
+    0x12, 0xc0, 0xb7, 0xfe, 0x2d, 0xc2, 0x0f, 0x5b, 0xf3, 0xe5, 0xd7, 0xe0,
+    0xae, 0xcc, 0x11, 0x9e, 0x97, 0xfd, 0x3f, 0xee, 0x05, 0x94, 0x00, 0x09,
+    0x1d, 0xf7, 0xee, 0x11, 0xe7, 0x55, 0x1e, 0x6c, 0x7f, 0xb0, 0x2d, 0x32,
+    0x06, 0xce, 0xf6, 0x4b, 0xfd, 0x24, 0x08, 0xbc, 0xea, 0x32, 0xed, 0xe1,
+    0x81, 0xe5, 0x1f, 0x06, 0xff, 0xa2, 0x2e, 0xd0, 0x48, 0xab, 0x3c, 0xd3,
+    0x9c, 0x81, 0xd3, 0xe9, 0xfc, 0x47, 0xef, 0x41, 0x84, 0x10, 0x81, 0xfc,
+    0xc7, 0xa0, 0xc9, 0xae, 0xaa, 0x50, 0x2b, 0xfe, 0x05, 0xa2, 0x06, 0x14,
+    0x25, 0x29, 0x01, 0x45, 0xab, 0x3f, 0x2b, 0xd3, 0x3e, 0xe7, 0x22, 0x57,
+    0xe1, 0x60, 0x13, 0x37, 0x0a, 0xf7, 0x28, 0xe4, 0x2b, 0x2a, 0xf2, 0xd9,
+    0xa0, 0xce, 0x52, 0x81, 0xfd, 0xda, 0x04, 0x4f, 0xe6, 0xcf, 0x7f, 0xb9,
+    0xf1, 0x93, 0x12, 0xb2, 0xc2, 0x7f, 0x26, 0x52, 0xdb, 0xca, 0xae, 0xf1,
+    0xd0, 0xd8, 0xe1, 0x0e, 0x03, 0x31, 0x13, 0xeb, 0xb4, 0x1c, 0xec, 0xf2,
+    0x0e, 0xf9, 0x3e, 0x52, 0xfb, 0xf1, 0x2f, 0xe4, 0x3c, 0xb7, 0x26, 0x18,
+    0xe2, 0x6b, 0xff, 0x07, 0xc3, 0x06, 0xd6, 0xbf, 0xfc, 0x17, 0xed, 0xd7,
+    0xc3, 0xe2, 0x44, 0xee, 0x03, 0xff, 0xf4, 0x33, 0xca, 0xc4, 0x66, 0xd3,
+    0xe1, 0xf1, 0x2e, 0x99, 0x6e, 0xdf, 0x3b, 0xdd, 0x7f, 0xec, 0x76, 0x11,
+    0xf0, 0xdf, 0xb0, 0x71, 0xec, 0x44, 0xde, 0x0e, 0x0a, 0xef, 0xce, 0x27,
+    0xef, 0x31, 0xbe, 0x5a, 0xf3, 0x81, 0xf9, 0x81, 0x4b, 0xdf, 0x32, 0x18,
+    0xbd, 0x7f, 0xf5, 0x1d, 0xab, 0x1e, 0x43, 0x9f, 0xdf, 0x27, 0xdf, 0xee,
+    0x2e, 0x82, 0x7f, 0x4b, 0x0f, 0xe2, 0xf8, 0xff, 0xb3, 0x2c, 0x0a, 0x47,
+    0x81, 0x09, 0x11, 0x82, 0x79, 0xc5, 0xd3, 0xe9, 0x09, 0x12, 0x7a, 0x32,
+    0xd0, 0x7f, 0xbc, 0xf5, 0x81, 0x24, 0x3a, 0x11, 0x0d, 0xe5, 0xb0, 0x0f,
+    0x1f, 0xef, 0x81, 0x3d, 0xf4, 0x8b, 0xdb, 0xcf, 0x46, 0xec, 0x4a, 0xc9,
+    0x81, 0x62, 0x04, 0x54, 0x8c, 0x18, 0x7d, 0x81, 0x97, 0x4f, 0xd9, 0x06,
+    0x2f, 0xa0, 0x5d, 0xde, 0x16, 0xcc, 0x04, 0x0e, 0xd4, 0x67, 0x2e, 0x58,
+    0xa2, 0x38, 0x4d, 0x81, 0xaa, 0x91, 0xaa, 0x1b, 0x0f, 0x23, 0x11, 0x7f,
+    0xe9, 0x60, 0xde, 0xf2, 0xff, 0x7f, 0x3c, 0xca, 0xf5, 0xfd, 0x81, 0x40,
+    0xd3, 0x7f, 0xac, 0x31, 0x81, 0x20, 0x81, 0x92, 0xea, 0x7f, 0x7f, 0x86,
+    0xee, 0x91, 0x7f, 0x7f, 0x81, 0x90, 0x7f, 0xa0, 0x8e, 0x7f, 0x81, 0x10,
+    0xee, 0xbe, 0x20, 0x0e, 0x7f, 0x81, 0x53, 0xf8, 0xea, 0x16, 0x17, 0x68,
+    0x5d, 0x36, 0x7f, 0x87, 0x66, 0x22, 0xae, 0xd7, 0x0a, 0x7f, 0xb4, 0x53,
+    0xd0, 0x1a, 0xe1, 0xcd, 0x55, 0x72, 0x41, 0x81, 0x22, 0x81, 0xb2, 0x7f,
+    0x81, 0x5d, 0xe0, 0x7f, 0x46, 0xc6, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0xf0, 0x00, 0x00, 0x00, 0xf5, 0xff, 0xff, 0xff, 0xe2, 0xff, 0xff, 0xff,
+    0xf1, 0xff, 0xff, 0xff, 0xfe, 0xff, 0xff, 0xff, 0xba, 0x00, 0x00, 0x00,
+    0x12, 0x00, 0x00, 0x00, 0xce, 0xff, 0xff, 0xff, 0x9e, 0xff, 0xff, 0xff,
+    0xc2, 0x00, 0x00, 0x00, 0xca, 0xff, 0xff, 0xff, 0x31, 0x00, 0x00, 0x00,
+    0x17, 0x00, 0x00, 0x00, 0x41, 0xff, 0xff, 0xff, 0x4c, 0x00, 0x00, 0x00,
+    0x9e, 0xfe, 0xff, 0xff, 0x23, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00,
+    0x3b, 0xff, 0xff, 0xff, 0x09, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0xe0, 0xff, 0xff, 0xff, 0x7a, 0x00, 0x00, 0x00, 0x88, 0xff, 0xff, 0xff,
+    0x7b, 0x00, 0x00, 0x00, 0x41, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+    0x0e, 0x00, 0x00, 0x00, 0x8b, 0xff, 0xff, 0xff, 0x7a, 0x00, 0x00, 0x00,
+    0xe8, 0xff, 0xff, 0xff, 0x15, 0xff, 0xff, 0xff, 0x46, 0xff, 0xff, 0xff,
+    0xc4, 0xff, 0xff, 0xff, 0x1f, 0x00, 0x00, 0x00, 0x2d, 0xff, 0xff, 0xff,
+    0x0d, 0x00, 0x00, 0x00, 0x4a, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00,
+    0xb5, 0x00, 0x00, 0x00, 0xc4, 0x00, 0x00, 0x00, 0xec, 0xff, 0xff, 0xff,
+    0xa4, 0xff, 0xff, 0xff, 0xf9, 0xff, 0xff, 0xff, 0xb1, 0xff, 0xff, 0xff,
+    0xe1, 0xff, 0xff, 0xff, 0xdf, 0xff, 0xff, 0xff, 0x06, 0x00, 0x00, 0x00,
+    0x24, 0x00, 0x00, 0x00, 0x4e, 0x00, 0x00, 0x00, 0x6d, 0xff, 0xff, 0xff,
+    0x31, 0x01, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
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+    0xf3, 0x1d, 0x12, 0xfd, 0xab, 0x36, 0x0f, 0x26, 0x24, 0xe8, 0x1a, 0x16,
+    0x2c, 0xdf, 0xda, 0x0e, 0x1a, 0xfa, 0x1e, 0x06, 0xdc, 0xa1, 0xe0, 0x2d,
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+    0xfd, 0xfc, 0xf2, 0x3e, 0xdf, 0x0d, 0x19, 0xe3, 0xec, 0xfb, 0xe8, 0x18,
+    0x95, 0xf9, 0xfa, 0x22, 0x1a, 0xf6, 0x1d, 0x41, 0xff, 0x3e, 0x6e, 0xc6,
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+    0xf2, 0xe6, 0x9d, 0x08, 0xe2, 0xf1, 0xfb, 0x0f, 0x2f, 0x0e, 0xee, 0xbe,
+    0xd7, 0x20, 0x0f, 0xc8, 0xc7, 0xdc, 0x39, 0xeb, 0xf4, 0xea, 0x11, 0x1b,
+    0xeb, 0x0e, 0xeb, 0xcc, 0x28, 0xf4, 0x28, 0x3e, 0xe6, 0x58, 0x08, 0x09,
+    0xde, 0xe4, 0x3a, 0xf7, 0xa7, 0xf5, 0xc3, 0x3b, 0x25, 0x55, 0x3b, 0xc7,
+    0x28, 0x02, 0xd6, 0x45, 0x07, 0x21, 0x99, 0x10, 0x10, 0x01, 0x21, 0x26,
+    0xe2, 0xf5, 0x98, 0x2d, 0xe9, 0x06, 0xea, 0x1a, 0x16, 0x0b, 0x1d, 0xb6,
+    0xc9, 0x21, 0x46, 0xe5, 0x92, 0xcf, 0x38, 0xd6, 0x19, 0xf4, 0x1a, 0x0c,
+    0x81, 0x01, 0x0a, 0xc5, 0x47, 0xef, 0x50, 0x54, 0xf7, 0x26, 0x93, 0x15,
+    0xe2, 0xe8, 0x59, 0xe6, 0x83, 0x27, 0xb1, 0x35, 0x03, 0x3e, 0x5f, 0xe2,
+    0xf6, 0x27, 0xe9, 0x1d, 0x21, 0xf3, 0x93, 0x25, 0x33, 0x0d, 0x15, 0x3b,
+    0x28, 0xdc, 0xa9, 0xed, 0x40, 0x04, 0x03, 0x24, 0xef, 0x19, 0x1f, 0xe3,
+    0xbb, 0x50, 0x18, 0xdb, 0xe7, 0xdf, 0x6e, 0xb8, 0x09, 0xfa, 0xea, 0x06,
+    0xab, 0x3b, 0xef, 0x9e, 0x5e, 0x08, 0x33, 0x56, 0x14, 0x22, 0xe7, 0x31,
+    0xa2, 0xb7, 0x39, 0xd9, 0x81, 0x1e, 0x33, 0x10, 0xff, 0xf1, 0x37, 0xe5,
+    0xe0, 0x2d, 0x11, 0xd9, 0x21, 0xf3, 0x9b, 0xf8, 0x24, 0x39, 0x36, 0x51,
+    0x7f, 0xd4, 0x1e, 0x22, 0x56, 0x36, 0x21, 0x3b, 0xdf, 0x20, 0xb2, 0xf0,
+    0xd7, 0x4a, 0xfa, 0x04, 0xed, 0xc3, 0x7f, 0xbc, 0xea, 0xef, 0xd2, 0x24,
+    0x0b, 0xc9, 0xd4, 0x0f, 0x7f, 0x7f, 0x7f, 0x33, 0x30, 0x7d, 0xa7, 0x1d,
+    0x81, 0x81, 0x7f, 0xe6, 0xcb, 0x7f, 0x44, 0xca, 0xc9, 0xd0, 0x73, 0xe5,
+    0x81, 0x7f, 0x5b, 0x81, 0x7f, 0xb8, 0x81, 0x39, 0x7f, 0x7f, 0x25, 0x23,
+    0x58, 0x7f, 0x91, 0x71, 0x5f, 0x7f, 0x7f, 0x7f, 0x38, 0x7f, 0xcb, 0xf6,
+    0x47, 0x7f, 0xe0, 0x21, 0x7f, 0xa9, 0x7c, 0x81, 0x81, 0x81, 0xb1, 0x7f,
+    0x40, 0xb2, 0x81, 0x79, 0x52, 0xdb, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0xf0, 0x00, 0x00, 0x00, 0x71, 0xff, 0xff, 0xff, 0x28, 0x00, 0x00, 0x00,
+    0x0d, 0x01, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x53, 0x00, 0x00, 0x00,
+    0xd6, 0xff, 0xff, 0xff, 0xae, 0xff, 0xff, 0xff, 0x46, 0x00, 0x00, 0x00,
+    0x91, 0x00, 0x00, 0x00, 0x4a, 0x00, 0x00, 0x00, 0x69, 0x00, 0x00, 0x00,
+    0xd6, 0xff, 0xff, 0xff, 0xa3, 0x00, 0x00, 0x00, 0xed, 0xff, 0xff, 0xff,
+    0x2e, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xe5, 0xff, 0xff, 0xff,
+    0x39, 0x00, 0x00, 0x00, 0xc1, 0xff, 0xff, 0xff, 0xe3, 0xff, 0xff, 0xff,
+    0xc6, 0xff, 0xff, 0xff, 0x1e, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0xf8, 0xff, 0xff, 0xff, 0x0d, 0x00, 0x00, 0x00,
+    0x50, 0xff, 0xff, 0xff, 0x79, 0x00, 0x00, 0x00, 0xc9, 0xff, 0xff, 0xff,
+    0xbf, 0xff, 0xff, 0xff, 0x5b, 0x00, 0x00, 0x00, 0xeb, 0xff, 0xff, 0xff,
+    0xbe, 0xff, 0xff, 0xff, 0xa3, 0xff, 0xff, 0xff, 0x06, 0x00, 0x00, 0x00,
+    0x2b, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0xc9, 0xff, 0xff, 0xff,
+    0x21, 0x00, 0x00, 0x00, 0xeb, 0xff, 0xff, 0xff, 0x1b, 0x00, 0x00, 0x00,
+    0x67, 0x00, 0x00, 0x00, 0xaf, 0xff, 0xff, 0xff, 0xd9, 0xff, 0xff, 0xff,
+    0x6c, 0xff, 0xff, 0xff, 0xd0, 0xff, 0xff, 0xff, 0xa5, 0xff, 0xff, 0xff,
+    0x09, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, 0xb2, 0x00, 0x00, 0x00,
+    0xf2, 0x00, 0x00, 0x00, 0x81, 0x00, 0x00, 0x00, 0xb9, 0xff, 0xff, 0xff,
+    0xfd, 0xff, 0xff, 0xff, 0x5f, 0x00, 0x00, 0x00, 0xc3, 0xff, 0xff, 0xff,
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+    0xed, 0x18, 0xa9, 0x38, 0x12, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e,
+    0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73,
+    0x74, 0x32, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+    0xd2, 0xfd, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x30, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+    0x3c, 0x00, 0x00, 0x00, 0xbc, 0xfd, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00,
+    0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xdd, 0xf7, 0xb6, 0x3b,
+    0x12, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75,
+    0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x31, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2c, 0x01, 0x00, 0x00,
+    0x32, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x34, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x40, 0x00, 0x00, 0x00, 0x1c, 0xfe, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0xb1, 0x3e, 0x07, 0x39, 0x11, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e,
+    0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73,
+    0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x92, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x1c, 0x00, 0x00, 0x00, 0xd4, 0xfe, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00,
+    0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61,
+    0x6e, 0x74, 0x35, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0xce, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x1c, 0x00, 0x00, 0x00, 0x10, 0xff, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00,
+    0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61,
+    0x6e, 0x74, 0x34, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x0a, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x1c, 0x00, 0x00, 0x00, 0x4c, 0xff, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00,
+    0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61,
+    0x6e, 0x74, 0x33, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x46, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x1c, 0x00, 0x00, 0x00, 0x88, 0xff, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00,
+    0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61,
+    0x6e, 0x74, 0x32, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x82, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x1c, 0x00, 0x00, 0x00, 0xc4, 0xff, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00,
+    0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61,
+    0x6e, 0x74, 0x31, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0xbe, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01, 0x18, 0x00, 0x00, 0x00,
+    0x18, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x20, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x0e, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f,
+    0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0x00, 0x1c, 0x00, 0x18, 0x00,
+    0x17, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01,
+    0x20, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x09, 0x54, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
+    0x3a, 0x16, 0x22, 0x40, 0x1d, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+    0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x5f,
+    0x69, 0x6e, 0x70, 0x75, 0x74, 0x5f, 0x61, 0x75, 0x64, 0x69, 0x6f, 0x3a,
+    0x30, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00,
+    0xf4, 0x00, 0x00, 0x00, 0xd8, 0x00, 0x00, 0x00, 0xc8, 0x00, 0x00, 0x00,
+    0xb8, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00,
+    0x78, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00,
+    0x3c, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x4c, 0xff, 0xff, 0xff, 0x90, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0x98, 0xff, 0xff, 0xff, 0x2d, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x2d, 0xa8, 0xff, 0xff, 0xff,
+    0x0e, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e,
+    0xb8, 0xff, 0xff, 0xff, 0x09, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x09, 0xc8, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0xd8, 0xff, 0xff, 0xff,
+    0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03,
+    0xa8, 0xff, 0xff, 0xff, 0x72, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x72,
+    0xb4, 0xff, 0xff, 0xff, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x06, 0xdc, 0xff, 0xff, 0xff, 0x16, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x16, 0xe8, 0xff, 0xff, 0xff, 0x8f, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0xf4, 0xff, 0xff, 0xff, 0x8e, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x81, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f,
+};
+
+const size_t mww_model_data_size = 60568;
diff --git a/src/audio/microwakeword/mww_model_data.h b/src/audio/microwakeword/mww_model_data.h
new file mode 100644
index 000000000000..19a1c8235817
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data.h
@@ -0,0 +1,13 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train_pcan.py — do not edit.
+
+#ifndef MWW_MODEL_DATA_H_
+#define MWW_MODEL_DATA_H_
+
+#include <cstddef>
+#include <cstdint>
+
+extern const unsigned char mww_model_data[];
+extern const size_t mww_model_data_size;
+
+#endif  // MWW_MODEL_DATA_H_
diff --git a/src/audio/microwakeword/mww_model_data_banana.cc b/src/audio/microwakeword/mww_model_data_banana.cc
new file mode 100644
index 000000000000..67ad34808365
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data_banana.cc
@@ -0,0 +1,4632 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train.py — do not edit.
+
+#include "mww_model_data.h"
+
+alignas(16) const unsigned char mww_model_data[] = {
+    0x20, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x00, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x1c, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
+    0x70, 0x7a, 0x00, 0x00, 0x80, 0x7a, 0x00, 0x00, 0x74, 0xd7, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x12, 0x75, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+    0x3c, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+    0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x84, 0x73, 0xff, 0xff,
+    0x45, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+    0x6f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x4e, 0x73, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x70, 0x75,
+    0x74, 0x5f, 0x61, 0x75, 0x64, 0x69, 0x6f, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x54, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0xd0, 0x73, 0xff, 0xff, 0x61, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x13, 0x00, 0x00, 0x00, 0x43, 0x4f, 0x4e, 0x56, 0x45, 0x52, 0x53, 0x49,
+    0x4f, 0x4e, 0x5f, 0x4d, 0x45, 0x54, 0x41, 0x44, 0x41, 0x54, 0x41, 0x00,
+    0xf4, 0x73, 0xff, 0xff, 0x60, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x13, 0x00, 0x00, 0x00, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74,
+    0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00,
+    0x18, 0x74, 0xff, 0xff, 0x5f, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x13, 0x00, 0x00, 0x00, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74,
+    0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00,
+    0x62, 0x00, 0x00, 0x00, 0x6c, 0x79, 0x00, 0x00, 0x64, 0x79, 0x00, 0x00,
+    0x44, 0x79, 0x00, 0x00, 0x2c, 0x79, 0x00, 0x00, 0x0c, 0x79, 0x00, 0x00,
+    0xec, 0x78, 0x00, 0x00, 0xcc, 0x78, 0x00, 0x00, 0xac, 0x78, 0x00, 0x00,
+    0x98, 0x78, 0x00, 0x00, 0x5c, 0x77, 0x00, 0x00, 0x5c, 0x76, 0x00, 0x00,
+    0x3c, 0x68, 0x00, 0x00, 0x3c, 0x67, 0x00, 0x00, 0x3c, 0x66, 0x00, 0x00,
+    0x3c, 0x65, 0x00, 0x00, 0x1c, 0x57, 0x00, 0x00, 0x1c, 0x56, 0x00, 0x00,
+    0x00, 0x53, 0x00, 0x00, 0x00, 0x52, 0x00, 0x00, 0xe0, 0x43, 0x00, 0x00,
+    0xe0, 0x42, 0x00, 0x00, 0xb4, 0x40, 0x00, 0x00, 0xb4, 0x3f, 0x00, 0x00,
+    0x9c, 0x38, 0x00, 0x00, 0x14, 0x38, 0x00, 0x00, 0x6c, 0x37, 0x00, 0x00,
+    0xe4, 0x36, 0x00, 0x00, 0x64, 0x1f, 0x00, 0x00, 0x5c, 0x1f, 0x00, 0x00,
+    0x54, 0x1f, 0x00, 0x00, 0x4c, 0x1f, 0x00, 0x00, 0x44, 0x1f, 0x00, 0x00,
+    0x3c, 0x1f, 0x00, 0x00, 0x34, 0x1f, 0x00, 0x00, 0x2c, 0x1f, 0x00, 0x00,
+    0x24, 0x1f, 0x00, 0x00, 0x1c, 0x1f, 0x00, 0x00, 0x14, 0x1f, 0x00, 0x00,
+    0x0c, 0x1f, 0x00, 0x00, 0x04, 0x1f, 0x00, 0x00, 0xfc, 0x1e, 0x00, 0x00,
+    0xf4, 0x1e, 0x00, 0x00, 0xec, 0x1e, 0x00, 0x00, 0xe4, 0x1e, 0x00, 0x00,
+    0xdc, 0x1e, 0x00, 0x00, 0xd4, 0x1e, 0x00, 0x00, 0xcc, 0x1e, 0x00, 0x00,
+    0xc4, 0x1e, 0x00, 0x00, 0xbc, 0x1e, 0x00, 0x00, 0xb4, 0x1e, 0x00, 0x00,
+    0xac, 0x1e, 0x00, 0x00, 0xa4, 0x1e, 0x00, 0x00, 0x9c, 0x1e, 0x00, 0x00,
+    0x94, 0x1e, 0x00, 0x00, 0x8c, 0x1e, 0x00, 0x00, 0x84, 0x1e, 0x00, 0x00,
+    0x7c, 0x1e, 0x00, 0x00, 0x74, 0x1e, 0x00, 0x00, 0x6c, 0x1e, 0x00, 0x00,
+    0x64, 0x1e, 0x00, 0x00, 0x5c, 0x1e, 0x00, 0x00, 0x54, 0x1e, 0x00, 0x00,
+    0x4c, 0x1e, 0x00, 0x00, 0x44, 0x1e, 0x00, 0x00, 0x3c, 0x1e, 0x00, 0x00,
+    0x34, 0x1e, 0x00, 0x00, 0x2c, 0x1e, 0x00, 0x00, 0x24, 0x1e, 0x00, 0x00,
+    0x1c, 0x1e, 0x00, 0x00, 0x14, 0x1e, 0x00, 0x00, 0x0c, 0x1e, 0x00, 0x00,
+    0x04, 0x1e, 0x00, 0x00, 0xfc, 0x1d, 0x00, 0x00, 0xf4, 0x1d, 0x00, 0x00,
+    0xec, 0x1d, 0x00, 0x00, 0xe4, 0x1d, 0x00, 0x00, 0xdc, 0x1d, 0x00, 0x00,
+    0xd4, 0x1d, 0x00, 0x00, 0xcc, 0x1d, 0x00, 0x00, 0xc4, 0x1d, 0x00, 0x00,
+    0xbc, 0x1d, 0x00, 0x00, 0xb4, 0x1d, 0x00, 0x00, 0xac, 0x1d, 0x00, 0x00,
+    0x5c, 0x1c, 0x00, 0x00, 0x6c, 0x1a, 0x00, 0x00, 0xdc, 0x12, 0x00, 0x00,
+    0x8c, 0x07, 0x00, 0x00, 0xac, 0x04, 0x00, 0x00, 0xdc, 0x00, 0x00, 0x00,
+    0xd4, 0x00, 0x00, 0x00, 0xcc, 0x00, 0x00, 0x00, 0xc4, 0x00, 0x00, 0x00,
+    0xbc, 0x00, 0x00, 0x00, 0xb4, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00,
+    0x8c, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
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+    0xbf, 0x50, 0x81, 0xd8, 0x12, 0xf4, 0x1a, 0xe4, 0xf4, 0x19, 0x0d, 0x4e,
+    0xfb, 0x47, 0xd1, 0xb7, 0x52, 0x1f, 0xf0, 0x44, 0x20, 0x8e, 0x28, 0x3b,
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+    0xd4, 0x7f, 0x13, 0x7f, 0x15, 0x04, 0x56, 0xeb, 0x55, 0x75, 0x30, 0x8d,
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+    0x1e, 0xbe, 0x15, 0x09, 0xb8, 0x02, 0x36, 0x7f, 0xf3, 0xa2, 0xad, 0xd0,
+    0xd2, 0x01, 0xf7, 0x4b, 0x3d, 0xeb, 0xc6, 0xd7, 0x4b, 0x81, 0x4f, 0xfc,
+    0xc4, 0x04, 0x1b, 0x3f, 0xe5, 0x0c, 0x1e, 0xc2, 0xa2, 0x34, 0x8d, 0xe6,
+    0x0a, 0x56, 0x7d, 0x6b, 0xe8, 0xa1, 0xbc, 0x1b, 0xe6, 0x0f, 0x18, 0x2d,
+    0xf9, 0x59, 0xe1, 0xe9, 0xe5, 0xee, 0x11, 0x29, 0xea, 0x03, 0xb5, 0xfd,
+    0x9a, 0x18, 0x2c, 0x81, 0x00, 0x07, 0x0c, 0xf6, 0xf6, 0x2f, 0x05, 0x31,
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+    0xd9, 0x1e, 0xd6, 0x27, 0x0f, 0x2f, 0x20, 0x17, 0x15, 0xf2, 0xa0, 0x77,
+    0xe7, 0xb6, 0x71, 0xfc, 0x42, 0x1e, 0xc9, 0x2d, 0x06, 0x33, 0xf5, 0x03,
+    0xd3, 0xff, 0x17, 0x53, 0x19, 0xdb, 0xd2, 0x81, 0x06, 0x09, 0xe5, 0x1a,
+    0xff, 0xc6, 0x03, 0x0b, 0x0c, 0xfe, 0x1c, 0xde, 0xf3, 0x1b, 0xb4, 0xd3,
+    0xe5, 0x19, 0xd3, 0x3d, 0xd7, 0xf5, 0x81, 0x2d, 0x00, 0xe2, 0xc5, 0xf5,
+    0xf3, 0x12, 0xf5, 0x22, 0xd1, 0xd7, 0x21, 0x3c, 0xcb, 0x15, 0xbf, 0x54,
+    0x4d, 0x5f, 0x72, 0x35, 0xdd, 0x1c, 0x08, 0x24, 0xdb, 0xdd, 0x41, 0xbb,
+    0xf4, 0x23, 0x3f, 0x0d, 0x10, 0xf2, 0x7f, 0x24, 0xa3, 0xe0, 0x3f, 0x27,
+    0xc9, 0x23, 0x13, 0xdc, 0xe0, 0xd8, 0xfd, 0x11, 0xcd, 0xf4, 0xda, 0x2b,
+    0xf1, 0x34, 0xcb, 0xe2, 0x0f, 0x08, 0xdb, 0xfc, 0xea, 0xb9, 0x00, 0x4c,
+    0x43, 0x39, 0xf9, 0x20, 0x46, 0xc7, 0x3e, 0xcf, 0xab, 0xf7, 0x5c, 0x1e,
+    0x75, 0x0b, 0xc7, 0x22, 0xb5, 0xe9, 0x34, 0x7f, 0x27, 0x17, 0xf8, 0x19,
+    0x5b, 0xd8, 0x0a, 0xb1, 0xbd, 0x52, 0x81, 0xbc, 0x15, 0x3e, 0x27, 0xaf,
+    0x7c, 0x2c, 0x46, 0x75, 0x40, 0x36, 0xdf, 0xc1, 0x2e, 0xce, 0x41, 0xdf,
+    0xc3, 0x50, 0xe8, 0xeb, 0xea, 0x37, 0x0a, 0xc6, 0x0b, 0xe6, 0xd7, 0xb0,
+    0x27, 0x4e, 0xbe, 0x30, 0x27, 0xc5, 0x99, 0x3d, 0x2f, 0xe1, 0x44, 0xc8,
+    0xff, 0xbd, 0xca, 0xd2, 0x12, 0x7f, 0xe6, 0x1f, 0xe3, 0xb3, 0xfb, 0x4b,
+    0xfb, 0x34, 0xee, 0x29, 0xd6, 0xeb, 0xb1, 0x2d, 0x28, 0xec, 0x1e, 0xe4,
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+    0xcd, 0x03, 0x27, 0xe4, 0x35, 0xc7, 0x19, 0xd0, 0x1f, 0x3e, 0xdf, 0x09,
+    0x25, 0xf2, 0x32, 0xff, 0xcd, 0xd6, 0xd0, 0xcd, 0xd1, 0x3f, 0x81, 0x5d,
+    0x2c, 0x50, 0xdb, 0x4e, 0x02, 0xda, 0x35, 0x1b, 0xbd, 0x07, 0x7f, 0x01,
+    0x08, 0xe6, 0xed, 0x10, 0x38, 0xe3, 0x0f, 0xf8, 0xfe, 0xb0, 0xe6, 0xb5,
+    0x4f, 0x1c, 0xb7, 0xc3, 0xa3, 0x34, 0x42, 0xe0, 0xf7, 0x11, 0x02, 0xc5,
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+    0xaf, 0xe8, 0xc4, 0xc8, 0x02, 0xb6, 0xc1, 0x01, 0x0c, 0xe6, 0x95, 0xb3,
+    0x21, 0x0a, 0xd7, 0x2f, 0xa6, 0xb2, 0x81, 0x27, 0xb1, 0x2b, 0x7b, 0x1d,
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+    0xcd, 0x34, 0xdc, 0x24, 0x16, 0x0f, 0x27, 0x1b, 0x0f, 0xca, 0xee, 0xfb,
+    0xa8, 0xfd, 0xd9, 0xc8, 0xcb, 0xe9, 0xfa, 0x1e, 0xdd, 0xd1, 0x81, 0x1a,
+    0xdc, 0xd2, 0x11, 0x23, 0x32, 0xd7, 0xcc, 0xac, 0x9d, 0xd2, 0x32, 0x12,
+    0xff, 0xfc, 0x44, 0x04, 0x08, 0x19, 0x2f, 0xcf, 0x35, 0x39, 0x31, 0x32,
+    0xfb, 0x15, 0x5c, 0x41, 0x2e, 0xa4, 0xc6, 0xe5, 0x57, 0x2f, 0x1f, 0x35,
+    0x0d, 0x32, 0xd2, 0xc6, 0x7f, 0x29, 0xc7, 0x3a, 0xd8, 0x1c, 0xe4, 0xef,
+    0xed, 0x1f, 0xd6, 0xfa, 0x2c, 0x40, 0xf3, 0xb3, 0x1e, 0x74, 0xbd, 0xd3,
+    0xb2, 0x32, 0xe2, 0x3c, 0xf4, 0x50, 0xcd, 0x60, 0xe0, 0x4d, 0x54, 0x44,
+    0x94, 0xbd, 0x46, 0x39, 0xf3, 0x35, 0x03, 0x07, 0x64, 0xef, 0x16, 0xe8,
+    0x1c, 0xb8, 0xe8, 0xb4, 0x9e, 0xc7, 0xcd, 0x31, 0x58, 0x17, 0x01, 0xbc,
+    0x0f, 0x16, 0x45, 0x10, 0x1d, 0x32, 0x43, 0x36, 0x23, 0x01, 0x32, 0xc9,
+    0xf2, 0xe2, 0x4d, 0x34, 0xf4, 0xdd, 0x35, 0xf9, 0x21, 0x23, 0xff, 0x19,
+    0x39, 0x13, 0x46, 0x5c, 0xbe, 0xe8, 0xe0, 0x17, 0xad, 0x05, 0x24, 0x2c,
+    0x2a, 0xbd, 0xc5, 0x5f, 0xdb, 0xaf, 0x38, 0x18, 0x7f, 0x24, 0x3a, 0xff,
+    0xe2, 0xaa, 0xf7, 0xfd, 0xea, 0xde, 0xec, 0xe2, 0xd0, 0x64, 0x65, 0x37,
+    0xf1, 0x08, 0xc5, 0x5c, 0xd2, 0x64, 0xc9, 0xc1, 0x6c, 0xae, 0x3a, 0xd7,
+    0x2d, 0xb9, 0xf9, 0xb7, 0xa4, 0xdc, 0xe7, 0x14, 0x42, 0x50, 0x1e, 0x87,
+    0x98, 0xca, 0x27, 0x34, 0x06, 0x02, 0xe8, 0xe8, 0xb9, 0xfc, 0x1e, 0xf4,
+    0xf9, 0x30, 0xb0, 0xfe, 0xd2, 0xf5, 0x7f, 0x92, 0x35, 0xf4, 0xb0, 0x53,
+    0x32, 0xb1, 0xd7, 0xf0, 0x9c, 0xe7, 0xcc, 0x1b, 0xdd, 0x77, 0x62, 0x23,
+    0xfb, 0xdf, 0x30, 0xaf, 0xea, 0x0f, 0x2e, 0xfb, 0x02, 0xa3, 0x35, 0xc5,
+    0x63, 0xe8, 0xab, 0x0e, 0xd2, 0x39, 0xee, 0xc7, 0xf3, 0x12, 0x05, 0x81,
+    0xe4, 0x2f, 0x02, 0x09, 0x63, 0xf9, 0x6e, 0xfa, 0xde, 0x1f, 0x2f, 0x00,
+    0xa1, 0xcd, 0xde, 0x6b, 0x9a, 0xc4, 0xe1, 0xd1, 0xde, 0xb8, 0xd8, 0x21,
+    0xf3, 0xdc, 0x15, 0xee, 0xeb, 0xeb, 0x03, 0xef, 0x42, 0x0a, 0x07, 0x21,
+    0x2e, 0x16, 0x01, 0xbb, 0xe3, 0xda, 0x1f, 0xcb, 0xe2, 0xaf, 0x25, 0x1d,
+    0x31, 0xc3, 0x14, 0x14, 0x08, 0x2a, 0xe5, 0x2c, 0x16, 0x99, 0xf5, 0xfe,
+    0xf4, 0x3e, 0x14, 0xe5, 0x1f, 0xfc, 0x1f, 0x1c, 0x66, 0x56, 0x81, 0x3f,
+    0x4b, 0x4e, 0x0c, 0xaa, 0xd2, 0xc9, 0xfc, 0xea, 0xd7, 0x5f, 0x0d, 0x39,
+    0xc2, 0x18, 0xfd, 0x26, 0x43, 0xea, 0x48, 0x3e, 0xf1, 0xf4, 0xd6, 0xf2,
+    0x0c, 0x59, 0x33, 0x3e, 0x4e, 0x33, 0x08, 0xcf, 0xd8, 0xdd, 0xb3, 0xe5,
+    0x12, 0xbc, 0xf3, 0x05, 0xf6, 0x08, 0xbb, 0x41, 0x32, 0x78, 0x32, 0xc0,
+    0x0f, 0x3a, 0x71, 0x27, 0x7f, 0xd7, 0x43, 0x25, 0x30, 0xff, 0x89, 0x4b,
+    0x44, 0x50, 0x39, 0xf5, 0x22, 0xfd, 0xdc, 0x11, 0x0b, 0xb0, 0x1d, 0x05,
+    0xb3, 0x3b, 0x47, 0x2b, 0xf4, 0x3d, 0x39, 0xe9, 0x3e, 0xb6, 0xfa, 0xfe,
+    0xde, 0xfd, 0x44, 0x32, 0xc9, 0xcc, 0xea, 0x78, 0x25, 0xd7, 0xd5, 0x25,
+    0xcf, 0x3c, 0x2d, 0x37, 0x5e, 0x21, 0xcd, 0xdd, 0x4b, 0xe5, 0x1a, 0x7f,
+    0x27, 0x0e, 0x4a, 0x07, 0xe5, 0xe3, 0xbf, 0xb1, 0xbe, 0xcf, 0x51, 0x05,
+    0x0e, 0xdd, 0x02, 0x0a, 0x09, 0xf0, 0x19, 0x3a, 0x38, 0xe9, 0x1e, 0x0c,
+    0x1e, 0xa2, 0xb0, 0xc0, 0xc7, 0xe6, 0xb4, 0x1d, 0x0c, 0x2f, 0xf8, 0xd6,
+    0xa2, 0x57, 0xed, 0x06, 0x2f, 0x30, 0x4d, 0x11, 0x42, 0xd6, 0x13, 0x32,
+    0x34, 0xd2, 0x43, 0x3f, 0xb8, 0xd2, 0x2b, 0x3e, 0xf1, 0x1e, 0xd1, 0xdd,
+    0xff, 0x3e, 0xd9, 0x04, 0x36, 0xdb, 0x14, 0xc2, 0x08, 0xd8, 0x6b, 0xfd,
+    0x39, 0xb9, 0x45, 0x30, 0x81, 0x50, 0x29, 0xe1, 0x6c, 0x28, 0xba, 0x45,
+    0xf1, 0x0a, 0x2b, 0x20, 0x1b, 0xf2, 0xf9, 0x0c, 0xf9, 0xf6, 0xab, 0xd9,
+    0x64, 0xdf, 0x49, 0xb7, 0x2d, 0xda, 0x16, 0xf5, 0x81, 0xe7, 0xaa, 0x3f,
+    0x2b, 0x1b, 0xfc, 0x14, 0xcf, 0x18, 0xa5, 0x18, 0xb0, 0xc4, 0x5d, 0xc6,
+    0xbc, 0xdb, 0xeb, 0x30, 0xe6, 0x1e, 0xc8, 0xf7, 0x11, 0xf2, 0x3a, 0x93,
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+    0x00, 0x00, 0x00, 0x72, 0xb4, 0xff, 0xff, 0xff, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0xdc, 0xff, 0xff, 0xff,
+    0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0xe8, 0xff, 0xff, 0xff,
+    0x8f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f, 0xf4, 0xff, 0xff, 0xff,
+    0x8e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f, 0x0c, 0x00, 0x0c, 0x00,
+    0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x81, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f,
+};
+
+const size_t mww_model_data_size = 55472;
diff --git a/src/audio/microwakeword/mww_model_data_banana.h b/src/audio/microwakeword/mww_model_data_banana.h
new file mode 100644
index 000000000000..5ec4adab89a3
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data_banana.h
@@ -0,0 +1,13 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train.py — do not edit.
+
+#ifndef MWW_MODEL_DATA_H_
+#define MWW_MODEL_DATA_H_
+
+#include <cstddef>
+#include <cstdint>
+
+extern const unsigned char mww_model_data[];
+extern const size_t mww_model_data_size;
+
+#endif  // MWW_MODEL_DATA_H_
diff --git a/src/audio/microwakeword/mww_model_data_hey_jarvis.h b/src/audio/microwakeword/mww_model_data_hey_jarvis.h
new file mode 100644
index 000000000000..64a1d6811364
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data_hey_jarvis.h
@@ -0,0 +1,4372 @@
+// SPDX-License-Identifier: Apache-2.0
+// Source: https://github.com/esphome/micro-wake-word-models (models/v2/hey_jarvis.tflite)
+// Author: Kevin Ahrendt (microWakeWord v2)
+
+#ifndef MWW_MODEL_DATA_HEY_JARVIS_H_
+#define MWW_MODEL_DATA_HEY_JARVIS_H_
+
+#include <cstddef>
+#include <cstdint>
+
+alignas(16) static const unsigned char mww_model_data_hey_jarvis[] = {
+    0x20, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x00, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x1c, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0xd4, 0x00, 0x00, 0x00,
+    0x60, 0x6c, 0x00, 0x00, 0x70, 0x6c, 0x00, 0x00, 0x04, 0xcb, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x82, 0x84, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+    0x38, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+    0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xdc, 0x82, 0xff, 0xff,
+    0x45, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+    0x64, 0x65, 0x6e, 0x73, 0x65, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x9a, 0x82, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x0b, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x70, 0x75, 0x74, 0x5f, 0x61, 0x75,
+    0x64, 0x69, 0x6f, 0x00, 0x02, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x20, 0x83, 0xff, 0xff, 0x54, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x43, 0x4f, 0x4e, 0x56,
+    0x45, 0x52, 0x53, 0x49, 0x4f, 0x4e, 0x5f, 0x4d, 0x45, 0x54, 0x41, 0x44,
+    0x41, 0x54, 0x41, 0x00, 0x44, 0x83, 0xff, 0xff, 0x53, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x6d, 0x69, 0x6e, 0x5f,
+    0x72, 0x75, 0x6e, 0x74, 0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73,
+    0x69, 0x6f, 0x6e, 0x00, 0x55, 0x00, 0x00, 0x00, 0x88, 0x6b, 0x00, 0x00,
+    0x80, 0x6b, 0x00, 0x00, 0x60, 0x6b, 0x00, 0x00, 0x40, 0x6b, 0x00, 0x00,
+    0x20, 0x6b, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0xe0, 0x6a, 0x00, 0x00,
+    0xc0, 0x6a, 0x00, 0x00, 0xa0, 0x6a, 0x00, 0x00, 0x80, 0x6a, 0x00, 0x00,
+    0x60, 0x6a, 0x00, 0x00, 0x40, 0x6a, 0x00, 0x00, 0x28, 0x6a, 0x00, 0x00,
+    0x14, 0x6a, 0x00, 0x00, 0xd8, 0x68, 0x00, 0x00, 0xd8, 0x67, 0x00, 0x00,
+    0xb8, 0x59, 0x00, 0x00, 0xb8, 0x58, 0x00, 0x00, 0xbc, 0x53, 0x00, 0x00,
+    0xbc, 0x52, 0x00, 0x00, 0x9c, 0x44, 0x00, 0x00, 0x9c, 0x43, 0x00, 0x00,
+    0x80, 0x40, 0x00, 0x00, 0x80, 0x3f, 0x00, 0x00, 0x60, 0x31, 0x00, 0x00,
+    0x60, 0x30, 0x00, 0x00, 0x34, 0x2e, 0x00, 0x00, 0x34, 0x2d, 0x00, 0x00,
+    0x1c, 0x26, 0x00, 0x00, 0x94, 0x25, 0x00, 0x00, 0xec, 0x24, 0x00, 0x00,
+    0xe4, 0x24, 0x00, 0x00, 0x64, 0x0d, 0x00, 0x00, 0x5c, 0x0d, 0x00, 0x00,
+    0x54, 0x0d, 0x00, 0x00, 0x4c, 0x0d, 0x00, 0x00, 0x44, 0x0d, 0x00, 0x00,
+    0x3c, 0x0d, 0x00, 0x00, 0x34, 0x0d, 0x00, 0x00, 0x2c, 0x0d, 0x00, 0x00,
+    0x24, 0x0d, 0x00, 0x00, 0x1c, 0x0d, 0x00, 0x00, 0x14, 0x0d, 0x00, 0x00,
+    0x0c, 0x0d, 0x00, 0x00, 0x04, 0x0d, 0x00, 0x00, 0xfc, 0x0c, 0x00, 0x00,
+    0xf4, 0x0c, 0x00, 0x00, 0xec, 0x0c, 0x00, 0x00, 0xe4, 0x0c, 0x00, 0x00,
+    0xdc, 0x0c, 0x00, 0x00, 0xd4, 0x0c, 0x00, 0x00, 0xcc, 0x0c, 0x00, 0x00,
+    0xc4, 0x0c, 0x00, 0x00, 0xbc, 0x0c, 0x00, 0x00, 0xb4, 0x0c, 0x00, 0x00,
+    0xac, 0x0c, 0x00, 0x00, 0xa4, 0x0c, 0x00, 0x00, 0x9c, 0x0c, 0x00, 0x00,
+    0x94, 0x0c, 0x00, 0x00, 0x8c, 0x0c, 0x00, 0x00, 0x84, 0x0c, 0x00, 0x00,
+    0x7c, 0x0c, 0x00, 0x00, 0x74, 0x0c, 0x00, 0x00, 0x6c, 0x0c, 0x00, 0x00,
+    0x64, 0x0c, 0x00, 0x00, 0x5c, 0x0c, 0x00, 0x00, 0x54, 0x0c, 0x00, 0x00,
+    0x4c, 0x0c, 0x00, 0x00, 0x44, 0x0c, 0x00, 0x00, 0x3c, 0x0c, 0x00, 0x00,
+    0x34, 0x0c, 0x00, 0x00, 0x2c, 0x0c, 0x00, 0x00, 0x2c, 0x0b, 0x00, 0x00,
+    0x24, 0x0b, 0x00, 0x00, 0x64, 0x06, 0x00, 0x00, 0x5c, 0x06, 0x00, 0x00,
+    0x7c, 0x03, 0x00, 0x00, 0x74, 0x03, 0x00, 0x00, 0x84, 0x01, 0x00, 0x00,
+    0x7c, 0x01, 0x00, 0x00, 0xf4, 0x00, 0x00, 0x00, 0xec, 0x00, 0x00, 0x00,
+    0x8c, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x5e, 0x84, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xeb, 0x03, 0x00, 0x00,
+    0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x35,
+    0x2e, 0x31, 0x00, 0x00, 0xc2, 0x84, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x10, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x36, 0x2e, 0x30, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xde, 0x84, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0xc0, 0x38, 0xff, 0xff, 0x3e, 0x85, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x48, 0x39, 0xff, 0xff,
+    0xc6, 0x85, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0xe0, 0x01, 0x00, 0x00,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x38, 0x3b, 0xff, 0xff, 0xb6, 0x87, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0xd0, 0x02, 0x00, 0x00, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
+    0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80,
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+    0xe5, 0xf3, 0x0d, 0xfd, 0x0c, 0x00, 0x13, 0x27, 0xef, 0xff, 0x04, 0x1b,
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+    0x2a, 0x46, 0x27, 0xff, 0xf0, 0x0f, 0x04, 0x1d, 0xed, 0x49, 0x47, 0x68,
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+    0x59, 0xf8, 0x0f, 0xe0, 0xe1, 0xfa, 0x08, 0xf8, 0x03, 0x1c, 0x4a, 0x31,
+    0x23, 0x06, 0x21, 0xee, 0xca, 0xfc, 0x03, 0x12, 0xf9, 0x17, 0xeb, 0xc1,
+    0x03, 0xc0, 0xb3, 0x99, 0xc0, 0xdb, 0xde, 0xfb, 0x0d, 0xd8, 0xf3, 0xc0,
+    0xf8, 0xce, 0xed, 0xa2, 0x23, 0xe7, 0xe3, 0xf6, 0x05, 0x1d, 0x18, 0xe7,
+    0x15, 0x1f, 0x1e, 0x29, 0x27, 0x24, 0x18, 0x1c, 0xf5, 0xf0, 0x03, 0x12,
+    0x00, 0xde, 0xf7, 0xf1, 0xdd, 0xc1, 0xdb, 0x9c, 0xe2, 0xe5, 0xeb, 0xe0,
+    0xf2, 0xa9, 0xe7, 0xc6, 0xd3, 0xfa, 0xf2, 0xbb, 0x20, 0xaf, 0x0d, 0xdc,
+    0xf0, 0xbe, 0x04, 0xeb, 0x25, 0x1a, 0x14, 0x0c, 0x18, 0x0b, 0x01, 0x07,
+    0x0e, 0x03, 0x05, 0xe6, 0x0c, 0x00, 0xe6, 0xd7, 0x0c, 0x0c, 0x26, 0xe8,
+    0x3e, 0xf2, 0xe8, 0xe7, 0xd4, 0xb0, 0x21, 0xfe, 0xe2, 0x0d, 0xf0, 0xff,
+    0xd2, 0xdd, 0xe6, 0xf7, 0xf6, 0xda, 0x00, 0xd7, 0xec, 0x0e, 0xf5, 0xf6,
+    0x03, 0xeb, 0x03, 0xfc, 0x02, 0xd2, 0xe9, 0x00, 0xef, 0xdc, 0x03, 0xea,
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+    0x03, 0x3d, 0x07, 0x2d, 0xe4, 0xe4, 0x0a, 0xe4, 0x1e, 0xe6, 0xe2, 0xc2,
+    0xde, 0xdc, 0x15, 0x03, 0xf2, 0xbd, 0xec, 0xde, 0x05, 0xd8, 0xeb, 0xe8,
+    0x12, 0xfb, 0x3e, 0x23, 0x1d, 0x42, 0x5d, 0x5d, 0x7f, 0x38, 0x38, 0x0c,
+    0xef, 0xd3, 0x4b, 0x12, 0x2d, 0x43, 0x0e, 0x60, 0x74, 0x1c, 0x2a, 0x09,
+    0x24, 0x62, 0x63, 0x40, 0x32, 0x18, 0x24, 0xfe, 0xff, 0xf6, 0xe4, 0xd9,
+    0x1d, 0xcb, 0xfe, 0xe3, 0x10, 0x12, 0x1c, 0x7d, 0x70, 0x76, 0x39, 0x28,
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+    0xd9, 0x21, 0x7f, 0xe1, 0xca, 0xc7, 0xe4, 0x39, 0x5d, 0xef, 0x07, 0xcd,
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+    0xc3, 0x59, 0x07, 0x2e, 0x20, 0xdf, 0x61, 0x3d, 0x21, 0x3c, 0x64, 0x51,
+    0xda, 0x1f, 0x5a, 0xae, 0xe3, 0xcd, 0x7d, 0xd9, 0x24, 0xec, 0x52, 0xf7,
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+    0xb7, 0x49, 0xde, 0xdc, 0xe7, 0xed, 0xfb, 0x45, 0xd9, 0x0c, 0x07, 0x38,
+    0x2a, 0x02, 0x1a, 0xec, 0xdf, 0x1c, 0x02, 0x1b, 0xc5, 0xf2, 0x35, 0x2d,
+    0xf3, 0x51, 0x05, 0x7f, 0xc9, 0x38, 0x07, 0xd3, 0xd7, 0x03, 0xe3, 0x0d,
+    0x29, 0xf4, 0xd6, 0x00, 0x3f, 0xb2, 0x4a, 0x07, 0x6f, 0x43, 0x04, 0x19,
+    0xde, 0xee, 0xdf, 0x04, 0x4c, 0x82, 0xc2, 0xfe, 0x1c, 0x1f, 0xc8, 0xc4,
+    0x21, 0x81, 0x0b, 0x1a, 0x94, 0x3b, 0xb1, 0x19, 0x1a, 0xe7, 0x2c, 0xd8,
+    0xa3, 0xec, 0xf1, 0x0c, 0x43, 0x77, 0xf3, 0xa9, 0x1a, 0x29, 0x0f, 0x15,
+    0x1a, 0xcd, 0xcd, 0xb0, 0x32, 0xec, 0xdd, 0x6e, 0x3a, 0xf6, 0x1c, 0x20,
+    0x05, 0xf2, 0xdf, 0xfa, 0xe6, 0xf8, 0xf6, 0xfb, 0x3a, 0x19, 0xdb, 0x14,
+    0xdf, 0xe1, 0xf5, 0xeb, 0xda, 0x81, 0x13, 0x29, 0x0f, 0x2c, 0x1c, 0x36,
+    0xf6, 0x1a, 0xba, 0xe0, 0x40, 0x41, 0xfc, 0xc6, 0xd2, 0x26, 0x0d, 0x52,
+    0xe7, 0x1a, 0x1b, 0x41, 0xe2, 0xb5, 0x17, 0xfe, 0xf3, 0x1c, 0x12, 0xdf,
+    0x04, 0x20, 0x30, 0x1e, 0xe9, 0x0c, 0x32, 0x16, 0x16, 0xf0, 0xbf, 0x17,
+    0x58, 0x52, 0xe1, 0x3f, 0x32, 0xa6, 0x07, 0x3f, 0xa1, 0x27, 0x1a, 0xff,
+    0xf3, 0x2a, 0xee, 0x17, 0x40, 0x44, 0xb6, 0xcb, 0x00, 0x64, 0x3c, 0xda,
+    0x79, 0xff, 0xba, 0x24, 0xe6, 0x16, 0x19, 0x81, 0x34, 0xef, 0x44, 0xd0,
+    0x02, 0x53, 0xed, 0x49, 0x16, 0x06, 0xf3, 0xf7, 0xa2, 0xd8, 0xf2, 0xd6,
+    0xcb, 0x01, 0x6a, 0xce, 0x01, 0x1a, 0xfd, 0xd9, 0x32, 0xd2, 0x11, 0xd1,
+    0xca, 0xef, 0x0e, 0x0b, 0xd6, 0xfa, 0x51, 0x07, 0xf3, 0x3a, 0xfb, 0xe3,
+    0x03, 0x36, 0xf5, 0x01, 0x1e, 0x1a, 0xdb, 0x1e, 0x32, 0xf9, 0xe0, 0xeb,
+    0x3e, 0xe6, 0xf1, 0x2a, 0x40, 0x2e, 0x33, 0xef, 0x14, 0xe7, 0x63, 0xdb,
+    0xdb, 0x02, 0xed, 0x7f, 0x27, 0x2e, 0xf9, 0x15, 0xeb, 0x2c, 0x12, 0xcb,
+    0xe5, 0x1a, 0xe5, 0x28, 0x3f, 0x06, 0x2b, 0x38, 0x3d, 0xf3, 0xf2, 0xcf,
+    0x2b, 0x23, 0x29, 0xdf, 0xc1, 0x3a, 0x3f, 0x06, 0xf2, 0xe9, 0xfc, 0x20,
+    0xc8, 0xf5, 0x23, 0x59, 0x90, 0x1a, 0xf4, 0xee, 0x14, 0x0b, 0x07, 0x1f,
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+    0xe9, 0x3a, 0x22, 0xf8, 0x3e, 0xcc, 0x15, 0xf2, 0xfd, 0xe9, 0xe2, 0xac,
+    0x1c, 0x18, 0xd0, 0x1a, 0x16, 0x06, 0xae, 0x5e, 0xea, 0x32, 0xeb, 0x06,
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+    0xee, 0x69, 0x05, 0xd3, 0x61, 0x78, 0x1b, 0xde, 0xff, 0xc7, 0xf6, 0x4e,
+    0x43, 0xdf, 0x23, 0xb7, 0xf3, 0xdf, 0xf2, 0x22, 0xfb, 0x22, 0xfa, 0x13,
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+    0x24, 0xfe, 0xf5, 0xea, 0xff, 0xfb, 0x08, 0xd1, 0x0d, 0x21, 0xd6, 0x12,
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+    0x2f, 0x39, 0x25, 0x97, 0xe8, 0x17, 0x96, 0xd6, 0x1c, 0x28, 0x17, 0x00,
+    0xc1, 0x13, 0x38, 0xf9, 0x35, 0xc2, 0xe0, 0xfd, 0xf3, 0xf7, 0xa2, 0x3f,
+    0xb5, 0x18, 0xde, 0x90, 0x1b, 0xc3, 0x0f, 0xfc, 0xd4, 0x1c, 0xe8, 0x17,
+    0x01, 0xdc, 0x03, 0x19, 0x81, 0xf5, 0xd5, 0x47, 0xd9, 0xd6, 0xf4, 0x97,
+    0xc2, 0xed, 0xd3, 0xca, 0x38, 0x92, 0xf8, 0xe2, 0x07, 0x2c, 0xdc, 0xa2,
+    0xfb, 0xd7, 0x19, 0x2a, 0xeb, 0x03, 0x4b, 0x05, 0xb7, 0x09, 0x1d, 0xa9,
+    0xad, 0x54, 0x27, 0xef, 0xbb, 0xa4, 0x69, 0x2d, 0x3b, 0xbc, 0xa7, 0xa7,
+    0x3d, 0x52, 0xad, 0x19, 0x7a, 0x8b, 0xf1, 0x5c, 0xbf, 0x1f, 0xe9, 0x61,
+    0x1f, 0x7f, 0xd5, 0xc9, 0x0a, 0xd0, 0xaf, 0xdc, 0x9c, 0xbc, 0x1c, 0xd3,
+    0x2a, 0xf2, 0x0e, 0xad, 0x25, 0x07, 0xac, 0x09, 0x0d, 0x30, 0x1e, 0x2b,
+    0x5e, 0x27, 0x19, 0x33, 0x06, 0xda, 0x00, 0x13, 0xe9, 0xb8, 0x0b, 0xeb,
+    0xbf, 0xdd, 0x12, 0xf4, 0x9b, 0x1e, 0xf9, 0xf9, 0x08, 0x50, 0xd2, 0xb0,
+    0xe0, 0x51, 0x23, 0x1c, 0xde, 0x13, 0x25, 0xee, 0x74, 0xd6, 0xac, 0x18,
+    0xf4, 0xb5, 0x13, 0xe2, 0xef, 0x1a, 0x81, 0x56, 0xe6, 0x68, 0x06, 0xcf,
+    0x20, 0x12, 0xf0, 0xd9, 0x08, 0xf2, 0x15, 0x56, 0xf3, 0xf5, 0xfb, 0x03,
+    0x39, 0x04, 0x0e, 0xfb, 0xea, 0xe0, 0x2c, 0x02, 0xf6, 0xca, 0xc9, 0xdc,
+    0xd3, 0xe2, 0xee, 0xec, 0x9e, 0xb0, 0x39, 0x2c, 0x43, 0x1a, 0xe3, 0xa9,
+    0xe0, 0xc2, 0x11, 0xe6, 0xc4, 0x2a, 0x03, 0x2c, 0xf9, 0x4b, 0x0b, 0xea,
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+    0xe1, 0xfc, 0x21, 0x3b, 0x15, 0x36, 0x03, 0x55, 0x01, 0x43, 0xd5, 0x94,
+    0xdd, 0xe2, 0x27, 0xd1, 0x1a, 0xfb, 0xc0, 0xfb, 0x24, 0x50, 0xdc, 0xee,
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+    0x04, 0xc9, 0x16, 0xec, 0xed, 0x14, 0x22, 0x2f, 0xce, 0xe9, 0x1e, 0xfc,
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+    0x12, 0xd6, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0xf0, 0x00, 0x00, 0x00,
+    0x94, 0xfc, 0xff, 0xff, 0xe9, 0xe5, 0xff, 0xff, 0x51, 0xfd, 0xff, 0xff,
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+    0x5a, 0xfb, 0xff, 0xff, 0xf2, 0x08, 0x00, 0x00, 0x0a, 0x09, 0x00, 0x00,
+    0x1e, 0xff, 0xff, 0xff, 0x33, 0x04, 0x00, 0x00, 0x10, 0xff, 0xff, 0xff,
+    0xb0, 0xf7, 0xff, 0xff, 0xea, 0xfa, 0xff, 0xff, 0xbd, 0x01, 0x00, 0x00,
+    0x94, 0x1e, 0x00, 0x00, 0x21, 0x06, 0x00, 0x00, 0x44, 0xf8, 0xff, 0xff,
+    0x6f, 0xf9, 0xff, 0xff, 0xc1, 0x05, 0x00, 0x00, 0x39, 0xef, 0xff, 0xff,
+    0xdc, 0xf9, 0xff, 0xff, 0x6d, 0xfe, 0xff, 0xff, 0x94, 0xe2, 0xff, 0xff,
+    0x8f, 0x1a, 0x00, 0x00, 0x96, 0x06, 0x00, 0x00, 0x34, 0x15, 0x00, 0x00,
+    0xf6, 0x05, 0x00, 0x00, 0x9c, 0xfe, 0xff, 0xff, 0xb9, 0x0a, 0x00, 0x00,
+    0xd8, 0xfb, 0xff, 0xff, 0x3e, 0x0a, 0x00, 0x00, 0x74, 0x10, 0x00, 0x00,
+    0xf0, 0x08, 0x00, 0x00, 0x63, 0xf1, 0xff, 0xff, 0xab, 0xe9, 0xff, 0xff,
+    0xb0, 0x1b, 0x00, 0x00, 0x74, 0xfe, 0xff, 0xff, 0x42, 0xf2, 0xff, 0xff,
+    0xdb, 0x01, 0x00, 0x00, 0x34, 0x07, 0x00, 0x00, 0x18, 0xf8, 0xff, 0xff,
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+    0x05, 0x08, 0x00, 0x00, 0xbf, 0x13, 0x00, 0x00, 0x12, 0xf1, 0xff, 0xff,
+    0x26, 0x09, 0x00, 0x00, 0x17, 0x0f, 0x00, 0x00, 0x8b, 0xef, 0xff, 0xff,
+    0xa2, 0x15, 0x00, 0x00, 0xb2, 0xfe, 0xff, 0xff, 0xba, 0xf5, 0xff, 0xff,
+    0x0e, 0xd7, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0xec, 0x04, 0x00, 0x00,
+    0x7f, 0x28, 0x36, 0x81, 0x25, 0x81, 0x67, 0x3b, 0x62, 0x0a, 0x7f, 0xeb,
+    0x09, 0x5e, 0x81, 0xa9, 0xdf, 0xd5, 0xb7, 0x37, 0xbf, 0x10, 0x1f, 0xd7,
+    0x11, 0x7a, 0xc6, 0x7f, 0xbc, 0x76, 0xcf, 0xc8, 0x81, 0x11, 0x81, 0x86,
+    0xf0, 0xea, 0xfe, 0xa0, 0xbb, 0xe7, 0x11, 0x0d, 0x5c, 0x1d, 0xdb, 0x7f,
+    0xed, 0x8b, 0x21, 0x6e, 0x81, 0x4c, 0x81, 0xab, 0xdf, 0xd1, 0x7f, 0x81,
+    0x67, 0x2b, 0x26, 0xab, 0x45, 0xae, 0x7f, 0x49, 0x6a, 0x1e, 0x51, 0x03,
+    0x27, 0x58, 0xaa, 0xdb, 0xf2, 0x0f, 0x81, 0x48, 0x4b, 0xf9, 0xa6, 0xe4,
+    0x04, 0x2c, 0xfa, 0x64, 0xf5, 0x7f, 0xaf, 0x81, 0x95, 0x36, 0xa7, 0xa7,
+    0x10, 0xd9, 0x04, 0xb3, 0x81, 0xee, 0xf9, 0x31, 0xec, 0xf4, 0xee, 0x16,
+    0xe0, 0x91, 0x2b, 0x49, 0xb9, 0x73, 0xc7, 0xe3, 0xe3, 0xf6, 0x3d, 0x92,
+    0x1c, 0x18, 0x4a, 0x97, 0x35, 0xb1, 0x4d, 0x4d, 0x42, 0x12, 0x56, 0xfe,
+    0xf2, 0x09, 0xfb, 0xfe, 0x0a, 0x03, 0x9b, 0x22, 0x19, 0xfb, 0xf3, 0xd2,
+    0x0a, 0x2a, 0xf9, 0x3d, 0xfa, 0x61, 0xda, 0xa5, 0xde, 0x28, 0xfd, 0xcd,
+    0x0e, 0xfa, 0x0a, 0xba, 0x9b, 0xde, 0x0e, 0x01, 0xe5, 0xb2, 0xe7, 0x26,
+    0x02, 0xc9, 0x37, 0x03, 0xdf, 0x5e, 0x15, 0x19, 0xfc, 0xdb, 0x28, 0xe1,
+    0x14, 0xfe, 0x3e, 0xab, 0x1d, 0xbc, 0x7c, 0x67, 0x7c, 0x53, 0x31, 0xf0,
+    0x28, 0x09, 0xf7, 0xff, 0x29, 0x1d, 0xe5, 0x27, 0x2f, 0x14, 0xb1, 0xd5,
+    0x15, 0x20, 0x34, 0x30, 0x0d, 0x4e, 0xe2, 0x9a, 0x2f, 0x01, 0x0f, 0xf0,
+    0xe5, 0x1b, 0x25, 0xc8, 0xbb, 0xeb, 0xed, 0xf1, 0x4e, 0x9d, 0xfa, 0x0c,
+    0x03, 0xbf, 0x2a, 0x18, 0xf3, 0x17, 0x13, 0x1d, 0x09, 0xe2, 0x0c, 0xe0,
+    0x11, 0x17, 0x24, 0x9d, 0x03, 0xcc, 0x40, 0x5b, 0x4b, 0x22, 0x1f, 0xf9,
+    0x1c, 0xdb, 0xd9, 0x18, 0x10, 0x19, 0xd5, 0x09, 0x31, 0x0e, 0x7f, 0xe0,
+    0x14, 0x33, 0xca, 0x40, 0xcf, 0x3f, 0xb6, 0x93, 0x31, 0xca, 0x01, 0x28,
+    0xec, 0x1e, 0x3a, 0xcd, 0x08, 0xe4, 0x1c, 0xf0, 0x81, 0xad, 0xee, 0x0f,
+    0x0a, 0xce, 0x18, 0x06, 0xe1, 0x1b, 0x48, 0x0f, 0x1b, 0xd1, 0x17, 0xea,
+    0x10, 0xf4, 0xf9, 0xcb, 0x27, 0xdd, 0x4a, 0x56, 0x63, 0xfb, 0x28, 0x0d,
+    0x0d, 0x0c, 0xd8, 0xf6, 0x07, 0x24, 0x1b, 0xfc, 0x1a, 0x0b, 0xfa, 0xd3,
+    0x1a, 0x58, 0xda, 0x3c, 0xd7, 0xf9, 0xd4, 0x8e, 0x36, 0xf2, 0x0c, 0x19,
+    0x17, 0x1b, 0x20, 0xea, 0x45, 0xd2, 0x2f, 0xf5, 0xa1, 0xa2, 0xf5, 0xf8,
+    0x37, 0xe1, 0x04, 0x08, 0xdd, 0x10, 0x3c, 0x07, 0x2a, 0xdc, 0xfe, 0xd9,
+    0x13, 0xeb, 0x0a, 0xf4, 0x08, 0xf0, 0x00, 0x6c, 0x2b, 0xfc, 0x12, 0x04,
+    0xf1, 0x1e, 0xdf, 0x10, 0x00, 0x23, 0x2e, 0xe5, 0xfd, 0xde, 0xb5, 0xbf,
+    0x1b, 0x56, 0xf7, 0x2b, 0x9f, 0x0b, 0xc8, 0x95, 0x19, 0xef, 0x23, 0x07,
+    0x02, 0x23, 0x09, 0xd9, 0x41, 0xed, 0x1a, 0x1d, 0x85, 0xa5, 0xfd, 0xea,
+    0x43, 0xf8, 0x21, 0x28, 0xdd, 0x1a, 0x4b, 0x33, 0x15, 0xe1, 0xe6, 0xf1,
+    0x24, 0xed, 0xf7, 0x23, 0x43, 0xe8, 0x21, 0x4e, 0x5b, 0x46, 0x1d, 0x27,
+    0xf2, 0x12, 0xc0, 0x33, 0xe3, 0x44, 0x3a, 0xe2, 0xda, 0xc4, 0xe8, 0xd6,
+    0x08, 0x66, 0xdf, 0x27, 0x9c, 0xfb, 0xc5, 0x99, 0x33, 0xec, 0x17, 0x08,
+    0xc9, 0x28, 0x19, 0xbd, 0x24, 0xe2, 0x2b, 0x1b, 0xf2, 0xae, 0xea, 0xf7,
+    0x38, 0x0d, 0x1d, 0x2e, 0xcf, 0xdd, 0x30, 0x1e, 0x9b, 0xec, 0xb8, 0xfe,
+    0xf5, 0xe7, 0x04, 0x25, 0x1a, 0xe0, 0xd4, 0x6b, 0x77, 0x13, 0x21, 0xe6,
+    0xc4, 0xb1, 0xe1, 0x1c, 0x17, 0x3c, 0x3d, 0xc0, 0xf7, 0xda, 0xf5, 0xd2,
+    0xfa, 0x40, 0xe7, 0x30, 0xd7, 0x10, 0xe4, 0x90, 0x27, 0x1f, 0xf9, 0x0b,
+    0xd8, 0x1a, 0xdd, 0xb3, 0x34, 0xee, 0x23, 0xd2, 0xf3, 0xc0, 0xe8, 0xb3,
+    0x03, 0x35, 0x03, 0x3e, 0xd6, 0xe8, 0x10, 0xfc, 0xda, 0xe3, 0xe6, 0xe9,
+    0xde, 0x0e, 0x12, 0x22, 0xd9, 0xe2, 0xd6, 0x52, 0x0e, 0xed, 0xdc, 0x07,
+    0xef, 0xbf, 0xfb, 0x46, 0x0f, 0x2d, 0x3b, 0xb9, 0xd3, 0xcf, 0xbb, 0xdb,
+    0xf6, 0x41, 0xed, 0x24, 0xbc, 0x16, 0xf9, 0x8a, 0x78, 0x44, 0x1c, 0x31,
+    0xd4, 0x14, 0xe5, 0xc2, 0x2c, 0xe8, 0x1c, 0xcf, 0x37, 0xbb, 0xcd, 0x94,
+    0xc9, 0x18, 0x1e, 0x22, 0xd4, 0xe2, 0xee, 0x13, 0xfa, 0xeb, 0xd3, 0xeb,
+    0xef, 0x0a, 0x04, 0x21, 0xeb, 0xe7, 0xe4, 0x7f, 0xd3, 0xbc, 0xca, 0xde,
+    0xdd, 0x00, 0x0e, 0x47, 0xfb, 0x21, 0x0e, 0xe1, 0xf3, 0xe8, 0xa8, 0xde,
+    0x10, 0x7f, 0xdb, 0x10, 0x81, 0x32, 0x0d, 0x8e, 0x3b, 0x3f, 0x3c, 0x45,
+    0x9b, 0x26, 0xda, 0xa8, 0xf6, 0xe1, 0x28, 0xe3, 0x2b, 0xc4, 0xf7, 0xce,
+    0xa1, 0x29, 0xf9, 0x49, 0xdb, 0x04, 0x05, 0x40, 0x1f, 0xec, 0xf0, 0xea,
+    0xca, 0x0b, 0x1b, 0x1b, 0x06, 0xcf, 0xb6, 0x53, 0xe4, 0xba, 0xb8, 0xdb,
+    0xe4, 0xf1, 0x25, 0x18, 0x04, 0x2f, 0x50, 0xd1, 0x2b, 0xc1, 0xc7, 0xdd,
+    0xe4, 0x63, 0xcf, 0x13, 0x81, 0x4e, 0xef, 0xd6, 0xdd, 0xed, 0x44, 0x29,
+    0xbb, 0xde, 0x00, 0xba, 0x3a, 0xd6, 0x4d, 0x04, 0xd9, 0xb9, 0x19, 0xd8,
+    0x93, 0x31, 0xed, 0x23, 0xdb, 0xbe, 0xf3, 0x3a, 0x37, 0xe6, 0xb5, 0xef,
+    0xeb, 0x17, 0x13, 0x27, 0xc7, 0xe8, 0x88, 0x6e, 0x81, 0xd9, 0xaf, 0xd5,
+    0xf8, 0xf0, 0x37, 0xfe, 0x29, 0x3d, 0x2a, 0xdc, 0x7f, 0xdc, 0xdc, 0xb6,
+    0xd6, 0x78, 0xf5, 0x08, 0xb2, 0x3c, 0xfa, 0xe2, 0xba, 0xc2, 0xf5, 0x37,
+    0x81, 0x08, 0xf7, 0xe4, 0xee, 0xe4, 0x3a, 0xa7, 0xd8, 0xbf, 0x1f, 0xda,
+    0xc3, 0x1d, 0xf8, 0x33, 0xec, 0xe2, 0xde, 0x57, 0x58, 0xea, 0xd6, 0xb8,
+    0x06, 0xfa, 0x07, 0xd4, 0xa0, 0xdb, 0x90, 0x40, 0xb0, 0x81, 0xc6, 0xcb,
+    0xf8, 0xfc, 0x2d, 0xf2, 0x65, 0x42, 0x15, 0x04, 0x62, 0xbc, 0x6b, 0xc1,
+    0xdb, 0x72, 0x36, 0x32, 0xc7, 0x31, 0xd5, 0xb9, 0x8b, 0x2b, 0xff, 0x2f,
+    0xa2, 0x0c, 0xca, 0xf8, 0x06, 0xcd, 0x40, 0xcb, 0xf5, 0xdc, 0x0b, 0x12,
+    0xcd, 0x51, 0xef, 0x5d, 0xdf, 0xaa, 0xe3, 0x4d, 0x18, 0xf7, 0xcc, 0xc7,
+    0xe0, 0xe9, 0x0d, 0xe0, 0xa8, 0xdd, 0xb6, 0x7a, 0xa4, 0xd8, 0xb3, 0xd5,
+    0xc0, 0x2c, 0x3f, 0xe3, 0x6c, 0x33, 0x15, 0x0e, 0x54, 0xca, 0x66, 0xb8,
+    0xf2, 0x62, 0x0d, 0x3d, 0xd4, 0x2a, 0xa1, 0xbe, 0xa2, 0x45, 0xf7, 0x24,
+    0x87, 0x05, 0xd3, 0xef, 0xd0, 0xd2, 0x4e, 0xc5, 0xc1, 0xe9, 0x11, 0xe5,
+    0x34, 0x49, 0xf9, 0x6c, 0xe2, 0x81, 0x09, 0x5f, 0x24, 0xe5, 0xf8, 0x9e,
+    0xd6, 0xfc, 0x03, 0xda, 0x81, 0xf5, 0xae, 0x5d, 0xca, 0xe6, 0xcf, 0xee,
+    0xc4, 0x7f, 0xf9, 0xfb, 0x5a, 0x10, 0x39, 0x0c, 0x1e, 0xda, 0x63, 0xbd,
+    0xef, 0x65, 0xfc, 0x0d, 0xa8, 0x22, 0xe2, 0xd4, 0xd2, 0x58, 0xea, 0x3f,
+    0xb7, 0xe0, 0xb8, 0xe8, 0xc5, 0xfc, 0x42, 0xea, 0xeb, 0xe8, 0x24, 0xc2,
+    0x7f, 0x37, 0xf7, 0x4c, 0xe8, 0xd8, 0xe5, 0x54, 0xcf, 0xf6, 0xef, 0x91,
+    0xef, 0x06, 0x28, 0x0e, 0x9b, 0xd2, 0xdb, 0x6e, 0xce, 0x54, 0xce, 0xed,
+    0xb5, 0x08, 0xd3, 0xd5, 0x54, 0x10, 0x02, 0xf8, 0x10, 0xd4, 0x20, 0xca,
+    0xed, 0x61, 0x07, 0x0f, 0xe5, 0x1e, 0x04, 0xf8, 0x40, 0x5f, 0xf9, 0x58,
+    0xfd, 0x12, 0xe4, 0xe6, 0xf8, 0xee, 0x55, 0xce, 0xf6, 0xe3, 0x10, 0xa6,
+    0x3a, 0x3e, 0xe9, 0x5d, 0xe6, 0xd6, 0x01, 0x27, 0xc7, 0xea, 0xd6, 0xc6,
+    0xe5, 0x37, 0x22, 0x45, 0x94, 0xfe, 0xfe, 0x54, 0xeb, 0x34, 0xfb, 0x07,
+    0xa4, 0x36, 0xe2, 0xc0, 0x2d, 0x07, 0x0a, 0x08, 0xd1, 0xcf, 0x26, 0xcf,
+    0xfa, 0x49, 0x23, 0xf6, 0xe0, 0x16, 0x1c, 0x0c, 0x79, 0x4f, 0x13, 0x59,
+    0x0e, 0xca, 0xb4, 0xe8, 0x33, 0xf5, 0x70, 0xd8, 0x03, 0xdb, 0x30, 0x93,
+    0x4a, 0x60, 0xeb, 0x58, 0xd9, 0x96, 0x04, 0x1b, 0x32, 0xd9, 0xf4, 0xe6,
+    0x1c, 0x38, 0x3d, 0x68, 0xcf, 0xd9, 0xf0, 0x6c, 0xf0, 0x3a, 0xdc, 0x3b,
+    0xab, 0x48, 0xee, 0xa4, 0xef, 0x13, 0xa8, 0x2f, 0xb5, 0xc0, 0xd4, 0xd2,
+    0xf8, 0x32, 0xe6, 0xe9, 0xff, 0x07, 0x4d, 0xf4, 0x3b, 0x7f, 0x2a, 0x4d,
+    0xd8, 0xd7, 0xcc, 0x2b, 0x06, 0xd8, 0x7f, 0xc0, 0x3c, 0xe0, 0x39, 0xb1,
+    0xfc, 0x7d, 0xfc, 0x7f, 0xe4, 0xb6, 0xe8, 0x35, 0x48, 0xc8, 0xfd, 0xb7,
+    0x0d, 0x7f, 0x48, 0x2b, 0xca, 0xe7, 0xf8, 0x58, 0xe3, 0xdd, 0xfe, 0x5c,
+    0x93, 0x4b, 0x16, 0xa3, 0xbf, 0x37, 0xb4, 0x42, 0xcf, 0x99, 0x95, 0xb2,
+    0xcf, 0xfe, 0x41, 0xdf, 0x13, 0xc8, 0x3c, 0xf8, 0xbf, 0x3a, 0xf2, 0x52,
+    0x0a, 0x81, 0x19, 0x51, 0x1e, 0xb1, 0x67, 0x81, 0x1e, 0xe8, 0x53, 0x87,
+    0x9d, 0x6d, 0x40, 0x47, 0xe3, 0xa0, 0xfe, 0x6f, 0x7f, 0xb6, 0x13, 0xd7,
+    0x2e, 0x3d, 0x7f, 0x10, 0xdd, 0xea, 0x30, 0x3e, 0xdd, 0xd7, 0x45, 0x7f,
+    0x81, 0x05, 0xf5, 0x81, 0x81, 0x7f, 0xd3, 0x7f, 0x8c, 0x81, 0x04, 0x81,
+    0x81, 0xbe, 0x7f, 0xb0, 0xc4, 0x9f, 0x7f, 0x05, 0xae, 0x45, 0xd8, 0x7f,
+    0x08, 0x8b, 0x7f, 0x7f, 0x4c, 0x81, 0x58, 0x92, 0x51, 0x81, 0x7f, 0xb9,
+    0x96, 0x7f, 0x7f, 0x2d, 0x00, 0xe4, 0xed, 0x7f, 0x39, 0x81, 0xd7, 0xb2,
+    0x06, 0xdc, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0xf0, 0x00, 0x00, 0x00,
+    0xed, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
+    0xf2, 0xff, 0xff, 0xff, 0xd3, 0xff, 0xff, 0xff, 0xfa, 0xff, 0xff, 0xff,
+    0x06, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0xf6, 0xff, 0xff, 0xff,
+    0xfd, 0xff, 0xff, 0xff, 0x06, 0x00, 0x00, 0x00, 0xe2, 0xff, 0xff, 0xff,
+    0xfb, 0xff, 0xff, 0xff, 0x1f, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+    0xd9, 0xff, 0xff, 0xff, 0xe3, 0xff, 0xff, 0xff, 0xe1, 0xff, 0xff, 0xff,
+    0xf8, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00, 0x42, 0x00, 0x00, 0x00,
+    0x05, 0x00, 0x00, 0x00, 0xb0, 0xff, 0xff, 0xff, 0xf8, 0xff, 0xff, 0xff,
+    0xfd, 0xff, 0xff, 0xff, 0xfd, 0xff, 0xff, 0xff, 0x16, 0x00, 0x00, 0x00,
+    0x0a, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0xcf, 0xff, 0xff, 0xff,
+    0xfe, 0xff, 0xff, 0xff, 0xfa, 0xff, 0xff, 0xff, 0xf8, 0xff, 0xff, 0xff,
+    0x1b, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+    0xf7, 0xff, 0xff, 0xff, 0x34, 0x00, 0x00, 0x00, 0xf6, 0xff, 0xff, 0xff,
+    0x1a, 0x00, 0x00, 0x00, 0xf3, 0xff, 0xff, 0xff, 0xea, 0xff, 0xff, 0xff,
+    0x02, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+    0xed, 0xff, 0xff, 0xff, 0xfb, 0xff, 0xff, 0xff, 0xd9, 0xff, 0xff, 0xff,
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+    0x19, 0xda, 0xfa, 0x4a, 0x2f, 0x7f, 0xe4, 0xf8, 0xff, 0xfd, 0xee, 0xe0,
+    0x14, 0xe3, 0xc0, 0x31, 0xeb, 0x05, 0xd9, 0x1c, 0xe0, 0x19, 0x00, 0xd8,
+    0x23, 0x17, 0x1d, 0x45, 0x07, 0x0f, 0x2a, 0x19, 0xf0, 0x05, 0x28, 0xf8,
+    0xff, 0xe3, 0x34, 0x1e, 0x25, 0x1c, 0xed, 0x1b, 0x10, 0x01, 0xfd, 0x46,
+    0x07, 0x1d, 0xe2, 0x89, 0x18, 0xf1, 0x1b, 0xda, 0xe6, 0x1b, 0x00, 0x6e,
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+    0xde, 0x81, 0x05, 0x44, 0x2e, 0x2e, 0x41, 0xe0, 0x6f, 0x06, 0x45, 0xd6,
+    0xd3, 0x23, 0x5a, 0xda, 0xe5, 0xf5, 0xf9, 0xff, 0x3b, 0xfd, 0xdd, 0xef,
+    0x9c, 0x4e, 0x19, 0xd9, 0x2e, 0xd4, 0x26, 0xb9, 0x38, 0xc8, 0xc0, 0x25,
+    0x0c, 0x13, 0x38, 0x3a, 0x39, 0x46, 0x2c, 0xd5, 0xb2, 0x36, 0xd2, 0x41,
+    0xf4, 0x2b, 0xeb, 0x42, 0x2a, 0x09, 0x81, 0x9a, 0xe7, 0x22, 0x19, 0xcf,
+    0x3f, 0x0b, 0x35, 0xf9, 0xdc, 0xa5, 0xff, 0xd1, 0xa8, 0x10, 0x09, 0x2a,
+    0xec, 0xcc, 0xed, 0x1c, 0x4b, 0x2f, 0xc9, 0x42, 0xf0, 0x4c, 0x56, 0xf4,
+    0xc5, 0x18, 0xfd, 0x0c, 0x68, 0xd5, 0xe6, 0xeb, 0x32, 0x31, 0x49, 0x2c,
+    0x66, 0x22, 0xd0, 0x0f, 0x7f, 0x74, 0xcd, 0x12, 0x8f, 0x1b, 0x08, 0xab,
+    0x13, 0x19, 0xc0, 0xfa, 0xb5, 0xcc, 0xbd, 0x0f, 0xe9, 0xea, 0x1f, 0x5a,
+    0x04, 0xe2, 0xee, 0x00, 0xec, 0x6e, 0xf0, 0xea, 0xe2, 0x3a, 0x10, 0x1d,
+    0x06, 0x14, 0x2a, 0x3f, 0xdd, 0x1a, 0x2c, 0x17, 0x14, 0xdb, 0xd4, 0x38,
+    0x5b, 0x44, 0xeb, 0xac, 0xe3, 0xd1, 0xd4, 0xcf, 0xe5, 0x3a, 0x0d, 0x5a,
+    0x0c, 0xf1, 0x0b, 0xe4, 0x4c, 0x2e, 0x3e, 0xf5, 0xe4, 0xbb, 0x07, 0x10,
+    0x4e, 0xf1, 0xd7, 0x19, 0xf1, 0x1f, 0x08, 0xe3, 0x45, 0xce, 0x0d, 0x66,
+    0x04, 0xc5, 0x08, 0x7f, 0xe0, 0x29, 0x2c, 0x37, 0xdf, 0xd1, 0xea, 0x42,
+    0x17, 0xf7, 0xce, 0x19, 0xff, 0xd8, 0x11, 0xf6, 0xd2, 0x1a, 0xd9, 0xf9,
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+    0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x2c, 0x00, 0x00, 0x00, 0x24, 0xff, 0xff, 0xff,
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+    0x65, 0x64, 0x5f, 0x73, 0x6c, 0x69, 0x63, 0x65, 0x00, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x1e, 0xff, 0xff, 0xff,
+    0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x28, 0x00, 0x00, 0x00,
+    0x70, 0xff, 0xff, 0xff, 0x1b, 0x00, 0x00, 0x00, 0x6d, 0x6f, 0x64, 0x65,
+    0x6c, 0x2f, 0x73, 0x74, 0x72, 0x65, 0x61, 0x6d, 0x2f, 0x73, 0x74, 0x72,
+    0x69, 0x64, 0x65, 0x64, 0x5f, 0x73, 0x6c, 0x69, 0x63, 0x65, 0x31, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x66, 0xff, 0xff, 0xff,
+    0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x28, 0x00, 0x00, 0x00,
+    0xb8, 0xff, 0xff, 0xff, 0x1a, 0x00, 0x00, 0x00, 0x6d, 0x6f, 0x64, 0x65,
+    0x6c, 0x2f, 0x73, 0x74, 0x72, 0x65, 0x61, 0x6d, 0x2f, 0x73, 0x74, 0x72,
+    0x69, 0x64, 0x65, 0x64, 0x5f, 0x73, 0x6c, 0x69, 0x63, 0x65, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xae, 0xff, 0xff, 0xff,
+    0x00, 0x00, 0x00, 0x01, 0x18, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x30, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
+    0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x2f, 0x74, 0x66, 0x2e, 0x65, 0x78, 0x70,
+    0x61, 0x6e, 0x64, 0x5f, 0x64, 0x69, 0x6d, 0x73, 0x2f, 0x45, 0x78, 0x70,
+    0x61, 0x6e, 0x64, 0x44, 0x69, 0x6d, 0x73, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0x00, 0x1c, 0x00, 0x18, 0x00,
+    0x17, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01,
+    0x20, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x09, 0x54, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x80, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
+    0xd1, 0xd0, 0xd0, 0x3d, 0x1d, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+    0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x5f,
+    0x69, 0x6e, 0x70, 0x75, 0x74, 0x5f, 0x61, 0x75, 0x64, 0x69, 0x6f, 0x3a,
+    0x30, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0xe4, 0x00, 0x00, 0x00, 0xc8, 0x00, 0x00, 0x00, 0xb8, 0x00, 0x00, 0x00,
+    0xa8, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00,
+    0x64, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+    0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x58, 0xff, 0xff, 0xff, 0x72, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x72,
+    0xa4, 0xff, 0xff, 0xff, 0x0e, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x0e, 0xb4, 0xff, 0xff, 0xff, 0x09, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0xc4, 0xff, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04,
+    0xd4, 0xff, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x03, 0xa4, 0xff, 0xff, 0xff, 0x90, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0xf0, 0xff, 0xff, 0xff, 0x2d, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x2d, 0x0c, 0x00, 0x10, 0x00,
+    0x0f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0xdc, 0xff, 0xff, 0xff, 0x8f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f,
+    0xe8, 0xff, 0xff, 0xff, 0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16,
+    0xf4, 0xff, 0xff, 0xff, 0x8e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f,
+    0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x81, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f,
+};
+
+static const size_t mww_model_data_hey_jarvis_size = 52272;
+
+#endif  // MWW_MODEL_DATA_HEY_JARVIS_H_
diff --git a/src/audio/microwakeword/mww_model_data_hi_intel.h b/src/audio/microwakeword/mww_model_data_hi_intel.h
new file mode 100644
index 000000000000..ffc3cf9d233b
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data_hi_intel.h
@@ -0,0 +1,5063 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train_pcan.py — do not edit.
+
+#ifndef MWW_MODEL_DATA_HI_INTEL_H_
+#define MWW_MODEL_DATA_HI_INTEL_H_
+
+#include <cstddef>
+#include <cstdint>
+
+alignas(16) static const unsigned char mww_model_data_hi_intel[] = {
+    0x1c, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x14, 0x00, 0x20, 0x00,
+    0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+    0x88, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x5c, 0x8e, 0x00, 0x00,
+    0x6c, 0x8e, 0x00, 0x00, 0x60, 0xeb, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x26, 0x61, 0xff, 0xff,
+    0x0c, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
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+    0xfa, 0xe5, 0x56, 0xc9, 0xd3, 0xae, 0x9a, 0xee, 0x06, 0xca, 0x81, 0xf3,
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+    0x18, 0xb9, 0xe0, 0x6b, 0x81, 0x81, 0x04, 0x33, 0xe1, 0xb0, 0x36, 0x0e,
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+    0x11, 0xe2, 0xad, 0xa5, 0xd9, 0x29, 0x9e, 0x1a, 0x56, 0xb5, 0x9c, 0x7f,
+    0xa2, 0x7f, 0x97, 0x01, 0x20, 0x05, 0xfd, 0x6c, 0xd6, 0x4f, 0xf0, 0xb9,
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+    0xcd, 0x31, 0x4c, 0xf0, 0x2a, 0xd9, 0xf4, 0xeb, 0x29, 0x1e, 0x07, 0x7f,
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+    0x7f, 0x81, 0x84, 0xd2, 0x1a, 0xb3, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0xf0, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0xbb, 0xfe, 0xff, 0xff,
+    0xb2, 0xff, 0xff, 0xff, 0x68, 0xff, 0xff, 0xff, 0x58, 0xff, 0xff, 0xff,
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+    0xfc, 0xfd, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00, 0x64, 0x01, 0x00, 0x00,
+    0xd3, 0xfe, 0xff, 0xff, 0x57, 0xff, 0xff, 0xff, 0x37, 0x00, 0x00, 0x00,
+    0x49, 0xff, 0xff, 0xff, 0x43, 0x00, 0x00, 0x00, 0x83, 0x00, 0x00, 0x00,
+    0xcb, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x7d, 0x00, 0x00, 0x00, 0x47, 0xff, 0xff, 0xff,
+    0xaf, 0x00, 0x00, 0x00, 0xd1, 0x00, 0x00, 0x00, 0x08, 0xff, 0xff, 0xff,
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+    0x8d, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x58, 0xff, 0xff, 0xff,
+    0xf2, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x55, 0x00, 0x00, 0x00,
+    0xe8, 0x00, 0x00, 0x00, 0x28, 0xff, 0xff, 0xff, 0x91, 0x00, 0x00, 0x00,
+    0x28, 0xff, 0xff, 0xff, 0x06, 0x00, 0x00, 0x00, 0x31, 0x01, 0x00, 0x00,
+    0xd3, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+    0x11, 0x00, 0x00, 0x00, 0x31, 0x01, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00,
+    0x88, 0xff, 0xff, 0xff, 0xfd, 0xff, 0xff, 0xff, 0xb4, 0xfe, 0xff, 0xff,
+    0xfb, 0xff, 0xff, 0xff, 0x16, 0xb4, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x10, 0x0e, 0x00, 0x00, 0x59, 0xfb, 0xd9, 0xf7, 0xd3, 0x05, 0xf0, 0x18,
+    0xd5, 0xe0, 0xae, 0x41, 0x1d, 0xe9, 0x3c, 0xc6, 0x07, 0x3e, 0x20, 0xc0,
+    0x41, 0x19, 0xc9, 0x81, 0x23, 0x04, 0x1b, 0x3b, 0xef, 0x35, 0xfd, 0x3d,
+    0xfe, 0x38, 0xd6, 0x27, 0x14, 0x05, 0x40, 0xda, 0x2d, 0x0e, 0xfc, 0xfa,
+    0xe6, 0x57, 0xb5, 0x24, 0xe5, 0xee, 0x5e, 0xc5, 0x2f, 0x1e, 0x3f, 0x03,
+    0x5a, 0x49, 0xf4, 0xef, 0xfc, 0xf1, 0x29, 0xef, 0x12, 0x07, 0x10, 0x15,
+    0xf1, 0xfe, 0xe2, 0xba, 0xdb, 0x12, 0xdb, 0xfe, 0x11, 0x0d, 0xf6, 0x38,
+    0xd8, 0xee, 0x2a, 0xf2, 0x32, 0xd8, 0x06, 0x31, 0xda, 0x05, 0xcd, 0x21,
+    0xed, 0xe5, 0x02, 0xff, 0x14, 0xdc, 0xc8, 0x46, 0xff, 0xee, 0x0c, 0x14,
+    0x0c, 0x02, 0x7f, 0xf9, 0xe2, 0x2c, 0x01, 0x15, 0x1e, 0x08, 0x1a, 0x12,
+    0xc6, 0x1a, 0xf9, 0x27, 0xe0, 0xf2, 0x1c, 0x3b, 0x35, 0x0a, 0xfc, 0xe5,
+    0xff, 0x35, 0x03, 0xcf, 0xdf, 0x17, 0x27, 0x17, 0x4d, 0x05, 0x0c, 0x4e,
+    0x01, 0x5a, 0x25, 0x14, 0x2b, 0x10, 0xef, 0x16, 0x1c, 0xd8, 0x0b, 0xc0,
+    0x08, 0xfc, 0x07, 0xd2, 0x81, 0xf8, 0xd9, 0xb3, 0x46, 0x47, 0x1d, 0x14,
+    0xdd, 0x0d, 0x2b, 0xd6, 0x63, 0xcb, 0x2f, 0x0f, 0xfe, 0xcd, 0xae, 0xf7,
+    0x0b, 0x19, 0xf1, 0xf2, 0x39, 0x23, 0xf5, 0xfb, 0x37, 0xf5, 0x09, 0xc4,
+    0x1d, 0x61, 0x55, 0x11, 0x03, 0x3e, 0x04, 0x1b, 0x17, 0xd7, 0x0f, 0x81,
+    0xfd, 0x2e, 0xdc, 0xad, 0xf2, 0xf0, 0xfb, 0xfd, 0x5b, 0xee, 0x22, 0x06,
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+    0xe4, 0x1d, 0x55, 0x54, 0xd3, 0x3f, 0x78, 0xf5, 0xe4, 0x21, 0xcc, 0x0c,
+    0xd2, 0x25, 0x87, 0x19, 0x32, 0xc2, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
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+    0x5c, 0x0c, 0x00, 0x00, 0x48, 0xeb, 0xff, 0xff, 0x07, 0xff, 0xff, 0xff,
+    0x1c, 0xe4, 0xff, 0xff, 0xb1, 0x0e, 0x00, 0x00, 0xce, 0xe6, 0xff, 0xff,
+    0x68, 0x16, 0x00, 0x00, 0xe0, 0xf4, 0xff, 0xff, 0xa7, 0xfd, 0xff, 0xff,
+    0xbd, 0xf9, 0xff, 0xff, 0x2e, 0xc3, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x0c, 0x03, 0x00, 0x00, 0xce, 0x8c, 0x10, 0xce, 0x4c, 0xb5, 0xaf, 0x7f,
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+    0x81, 0xcc, 0x9b, 0x81, 0x1c, 0xb9, 0x39, 0x1c, 0x7f, 0x0b, 0xc7, 0x17,
+    0x5f, 0xb9, 0x95, 0x5d, 0xdd, 0x33, 0xe1, 0xc1, 0x43, 0x42, 0xa4, 0x30,
+    0xe0, 0xb6, 0x10, 0x1c, 0x08, 0x7f, 0x3e, 0xd6, 0x1e, 0xf0, 0xf7, 0x5e,
+    0x57, 0x81, 0x3b, 0x49, 0xfa, 0xbd, 0x29, 0xa3, 0x6d, 0x43, 0x48, 0x9f,
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+    0x13, 0xd0, 0x9f, 0x20, 0xfa, 0x4e, 0xec, 0x44, 0x33, 0x2d, 0xcf, 0x19,
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+    0xf7, 0xdc, 0x23, 0xc7, 0xff, 0xc2, 0x33, 0xf4, 0x7f, 0xb2, 0x26, 0x81,
+    0xf4, 0x20, 0x34, 0xbd, 0xd0, 0x39, 0xca, 0x12, 0x43, 0xca, 0x0b, 0x22,
+    0xbf, 0xfa, 0xad, 0x05, 0xc0, 0xee, 0x3f, 0xf4, 0x17, 0xfc, 0xd8, 0x15,
+    0x17, 0x26, 0x85, 0x41, 0xf3, 0xbd, 0xc7, 0x2d, 0x20, 0x4d, 0xee, 0xb2,
+    0xce, 0xab, 0x08, 0x25, 0xf4, 0x16, 0xc4, 0x27, 0x55, 0x1f, 0xf6, 0x3a,
+    0xbd, 0xdb, 0x1b, 0xc4, 0xf9, 0xb2, 0x1f, 0x7f, 0x29, 0x0f, 0x3f, 0xe0,
+    0xe1, 0x0d, 0x29, 0xce, 0x5a, 0x46, 0xd4, 0xff, 0xe6, 0xed, 0x66, 0x03,
+    0xda, 0xfc, 0xce, 0x1a, 0xe9, 0x08, 0x2c, 0xf6, 0x47, 0x0c, 0xc8, 0x02,
+    0x3c, 0x4d, 0xab, 0xf8, 0xf7, 0xa3, 0xbc, 0x3f, 0x04, 0xf5, 0xfe, 0xc5,
+    0xc9, 0xd5, 0x04, 0x13, 0x00, 0xfe, 0xb7, 0x06, 0x15, 0x0a, 0x03, 0xd5,
+    0x96, 0xda, 0xfa, 0x3c, 0xfd, 0xd4, 0x45, 0x28, 0xd7, 0x05, 0x44, 0xe0,
+    0x65, 0x1b, 0xf7, 0xf6, 0xd9, 0x3a, 0x2a, 0x49, 0x04, 0xeb, 0x0d, 0xde,
+    0xaf, 0x32, 0xf9, 0x37, 0x6e, 0xce, 0x5d, 0xec, 0x07, 0x06, 0xd1, 0x24,
+    0xfb, 0x17, 0xd7, 0xff, 0xee, 0xd5, 0xb3, 0x0a, 0x42, 0xf5, 0x29, 0x1a,
+    0xc6, 0x27, 0xee, 0x3c, 0x06, 0xdc, 0xfb, 0xb5, 0xd9, 0xf6, 0x03, 0xe3,
+    0xca, 0xdf, 0x1b, 0xf5, 0xfc, 0x1c, 0x7f, 0xdd, 0xe1, 0x47, 0x50, 0xe7,
+    0x1f, 0x1a, 0x87, 0xcc, 0xcd, 0xa6, 0x2d, 0x7f, 0xc2, 0x0c, 0xdd, 0xd7,
+    0xe0, 0x41, 0xe9, 0xd3, 0xe8, 0x11, 0x7f, 0xf2, 0xd9, 0xdc, 0xea, 0x1f,
+    0x0d, 0xfc, 0x00, 0xfb, 0xcc, 0x25, 0xdb, 0x52, 0x48, 0xf8, 0x0d, 0x17,
+    0xd9, 0x2c, 0x05, 0x3b, 0xf1, 0xe8, 0x0b, 0x9e, 0x06, 0x3f, 0x10, 0xc4,
+    0x98, 0xaf, 0x19, 0xd1, 0x0d, 0xc2, 0x54, 0xc0, 0x01, 0xdb, 0x26, 0xbc,
+    0x12, 0xc0, 0xb7, 0xfe, 0x2d, 0xc2, 0x0f, 0x5b, 0xf3, 0xe5, 0xd7, 0xe0,
+    0xae, 0xcc, 0x11, 0x9e, 0x97, 0xfd, 0x3f, 0xee, 0x05, 0x94, 0x00, 0x09,
+    0x1d, 0xf7, 0xee, 0x11, 0xe7, 0x55, 0x1e, 0x6c, 0x7f, 0xb0, 0x2d, 0x32,
+    0x06, 0xce, 0xf6, 0x4b, 0xfd, 0x24, 0x08, 0xbc, 0xea, 0x32, 0xed, 0xe1,
+    0x81, 0xe5, 0x1f, 0x06, 0xff, 0xa2, 0x2e, 0xd0, 0x48, 0xab, 0x3c, 0xd3,
+    0x9c, 0x81, 0xd3, 0xe9, 0xfc, 0x47, 0xef, 0x41, 0x84, 0x10, 0x81, 0xfc,
+    0xc7, 0xa0, 0xc9, 0xae, 0xaa, 0x50, 0x2b, 0xfe, 0x05, 0xa2, 0x06, 0x14,
+    0x25, 0x29, 0x01, 0x45, 0xab, 0x3f, 0x2b, 0xd3, 0x3e, 0xe7, 0x22, 0x57,
+    0xe1, 0x60, 0x13, 0x37, 0x0a, 0xf7, 0x28, 0xe4, 0x2b, 0x2a, 0xf2, 0xd9,
+    0xa0, 0xce, 0x52, 0x81, 0xfd, 0xda, 0x04, 0x4f, 0xe6, 0xcf, 0x7f, 0xb9,
+    0xf1, 0x93, 0x12, 0xb2, 0xc2, 0x7f, 0x26, 0x52, 0xdb, 0xca, 0xae, 0xf1,
+    0xd0, 0xd8, 0xe1, 0x0e, 0x03, 0x31, 0x13, 0xeb, 0xb4, 0x1c, 0xec, 0xf2,
+    0x0e, 0xf9, 0x3e, 0x52, 0xfb, 0xf1, 0x2f, 0xe4, 0x3c, 0xb7, 0x26, 0x18,
+    0xe2, 0x6b, 0xff, 0x07, 0xc3, 0x06, 0xd6, 0xbf, 0xfc, 0x17, 0xed, 0xd7,
+    0xc3, 0xe2, 0x44, 0xee, 0x03, 0xff, 0xf4, 0x33, 0xca, 0xc4, 0x66, 0xd3,
+    0xe1, 0xf1, 0x2e, 0x99, 0x6e, 0xdf, 0x3b, 0xdd, 0x7f, 0xec, 0x76, 0x11,
+    0xf0, 0xdf, 0xb0, 0x71, 0xec, 0x44, 0xde, 0x0e, 0x0a, 0xef, 0xce, 0x27,
+    0xef, 0x31, 0xbe, 0x5a, 0xf3, 0x81, 0xf9, 0x81, 0x4b, 0xdf, 0x32, 0x18,
+    0xbd, 0x7f, 0xf5, 0x1d, 0xab, 0x1e, 0x43, 0x9f, 0xdf, 0x27, 0xdf, 0xee,
+    0x2e, 0x82, 0x7f, 0x4b, 0x0f, 0xe2, 0xf8, 0xff, 0xb3, 0x2c, 0x0a, 0x47,
+    0x81, 0x09, 0x11, 0x82, 0x79, 0xc5, 0xd3, 0xe9, 0x09, 0x12, 0x7a, 0x32,
+    0xd0, 0x7f, 0xbc, 0xf5, 0x81, 0x24, 0x3a, 0x11, 0x0d, 0xe5, 0xb0, 0x0f,
+    0x1f, 0xef, 0x81, 0x3d, 0xf4, 0x8b, 0xdb, 0xcf, 0x46, 0xec, 0x4a, 0xc9,
+    0x81, 0x62, 0x04, 0x54, 0x8c, 0x18, 0x7d, 0x81, 0x97, 0x4f, 0xd9, 0x06,
+    0x2f, 0xa0, 0x5d, 0xde, 0x16, 0xcc, 0x04, 0x0e, 0xd4, 0x67, 0x2e, 0x58,
+    0xa2, 0x38, 0x4d, 0x81, 0xaa, 0x91, 0xaa, 0x1b, 0x0f, 0x23, 0x11, 0x7f,
+    0xe9, 0x60, 0xde, 0xf2, 0xff, 0x7f, 0x3c, 0xca, 0xf5, 0xfd, 0x81, 0x40,
+    0xd3, 0x7f, 0xac, 0x31, 0x81, 0x20, 0x81, 0x92, 0xea, 0x7f, 0x7f, 0x86,
+    0xee, 0x91, 0x7f, 0x7f, 0x81, 0x90, 0x7f, 0xa0, 0x8e, 0x7f, 0x81, 0x10,
+    0xee, 0xbe, 0x20, 0x0e, 0x7f, 0x81, 0x53, 0xf8, 0xea, 0x16, 0x17, 0x68,
+    0x5d, 0x36, 0x7f, 0x87, 0x66, 0x22, 0xae, 0xd7, 0x0a, 0x7f, 0xb4, 0x53,
+    0xd0, 0x1a, 0xe1, 0xcd, 0x55, 0x72, 0x41, 0x81, 0x22, 0x81, 0xb2, 0x7f,
+    0x81, 0x5d, 0xe0, 0x7f, 0x46, 0xc6, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0xf0, 0x00, 0x00, 0x00, 0xf5, 0xff, 0xff, 0xff, 0xe2, 0xff, 0xff, 0xff,
+    0xf1, 0xff, 0xff, 0xff, 0xfe, 0xff, 0xff, 0xff, 0xba, 0x00, 0x00, 0x00,
+    0x12, 0x00, 0x00, 0x00, 0xce, 0xff, 0xff, 0xff, 0x9e, 0xff, 0xff, 0xff,
+    0xc2, 0x00, 0x00, 0x00, 0xca, 0xff, 0xff, 0xff, 0x31, 0x00, 0x00, 0x00,
+    0x17, 0x00, 0x00, 0x00, 0x41, 0xff, 0xff, 0xff, 0x4c, 0x00, 0x00, 0x00,
+    0x9e, 0xfe, 0xff, 0xff, 0x23, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00,
+    0x3b, 0xff, 0xff, 0xff, 0x09, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0xe0, 0xff, 0xff, 0xff, 0x7a, 0x00, 0x00, 0x00, 0x88, 0xff, 0xff, 0xff,
+    0x7b, 0x00, 0x00, 0x00, 0x41, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+    0x0e, 0x00, 0x00, 0x00, 0x8b, 0xff, 0xff, 0xff, 0x7a, 0x00, 0x00, 0x00,
+    0xe8, 0xff, 0xff, 0xff, 0x15, 0xff, 0xff, 0xff, 0x46, 0xff, 0xff, 0xff,
+    0xc4, 0xff, 0xff, 0xff, 0x1f, 0x00, 0x00, 0x00, 0x2d, 0xff, 0xff, 0xff,
+    0x0d, 0x00, 0x00, 0x00, 0x4a, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00,
+    0xb5, 0x00, 0x00, 0x00, 0xc4, 0x00, 0x00, 0x00, 0xec, 0xff, 0xff, 0xff,
+    0xa4, 0xff, 0xff, 0xff, 0xf9, 0xff, 0xff, 0xff, 0xb1, 0xff, 0xff, 0xff,
+    0xe1, 0xff, 0xff, 0xff, 0xdf, 0xff, 0xff, 0xff, 0x06, 0x00, 0x00, 0x00,
+    0x24, 0x00, 0x00, 0x00, 0x4e, 0x00, 0x00, 0x00, 0x6d, 0xff, 0xff, 0xff,
+    0x31, 0x01, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+    0x8d, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0xf7, 0xff, 0xff, 0xff,
+    0xa6, 0xff, 0xff, 0xff, 0x57, 0x00, 0x00, 0x00, 0xdb, 0xff, 0xff, 0xff,
+    0x3c, 0xff, 0xff, 0xff, 0x42, 0xc7, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x10, 0x0e, 0x00, 0x00, 0x09, 0x43, 0xc0, 0x03, 0xfb, 0xf5, 0x3b, 0x2c,
+    0xcb, 0xf9, 0x8d, 0x81, 0xee, 0xa2, 0xe6, 0x69, 0x09, 0x46, 0x16, 0xd9,
+    0xa3, 0x1b, 0xf1, 0xee, 0xe1, 0x0e, 0xac, 0xd0, 0x1c, 0x51, 0x06, 0xc0,
+    0x20, 0xb0, 0xb4, 0x06, 0xd6, 0x43, 0xc0, 0xb4, 0x05, 0xe9, 0x22, 0xd4,
+    0x6b, 0x92, 0x26, 0x43, 0x0d, 0xe7, 0xc1, 0x0d, 0xe7, 0x0c, 0xe1, 0xd8,
+    0x44, 0xda, 0x2c, 0xd5, 0x1f, 0xee, 0x19, 0x45, 0xff, 0xd4, 0x05, 0x20,
+    0xb4, 0x04, 0x0e, 0xf1, 0x14, 0xe5, 0xde, 0x26, 0xcd, 0x1f, 0x7f, 0xf4,
+    0x19, 0x0c, 0x06, 0xc7, 0xe3, 0xfa, 0xd4, 0xf7, 0x42, 0x39, 0x17, 0xed,
+    0x44, 0x2d, 0xf3, 0xf4, 0xcb, 0x41, 0xf8, 0xe1, 0x07, 0xd1, 0x11, 0xff,
+    0xd7, 0xd0, 0xfd, 0x4b, 0xd5, 0xe5, 0xf1, 0x35, 0x20, 0x0d, 0x03, 0xfd,
+    0xfa, 0xee, 0xe8, 0x16, 0xd9, 0x13, 0xd9, 0xe6, 0xf6, 0x42, 0xba, 0xd5,
+    0x0f, 0x1e, 0x1d, 0xe8, 0xff, 0xd2, 0x71, 0x3b, 0xaf, 0x3c, 0xbc, 0x42,
+    0x81, 0xd5, 0xb2, 0xb9, 0x4d, 0xb4, 0xe2, 0x3d, 0xa5, 0x01, 0x33, 0xd1,
+    0x51, 0x19, 0xe4, 0xd9, 0x1c, 0xcb, 0xf9, 0xea, 0x1f, 0x51, 0x23, 0x35,
+    0x38, 0x3b, 0xd1, 0xda, 0xf1, 0xf0, 0x0d, 0xd5, 0xeb, 0xf2, 0xe4, 0xd0,
+    0x6a, 0x0c, 0x09, 0x3d, 0x39, 0xb7, 0x16, 0x23, 0xaa, 0x0b, 0x7f, 0xce,
+    0xb1, 0x3e, 0x09, 0xfa, 0x3c, 0x3e, 0xef, 0x19, 0x22, 0xfc, 0x07, 0xf9,
+    0xa9, 0xb1, 0xbe, 0xd5, 0xd6, 0x1b, 0x05, 0x20, 0xe6, 0xf7, 0x03, 0x4b,
+    0xf9, 0xff, 0xf2, 0xe9, 0x09, 0xba, 0x14, 0x28, 0x3a, 0xdc, 0xf4, 0xcb,
+    0xa0, 0xf3, 0x07, 0x0a, 0xff, 0xd6, 0x22, 0x1f, 0xc6, 0xed, 0xe4, 0xc7,
+    0x96, 0xe9, 0xf0, 0x52, 0xd2, 0x17, 0x37, 0xf2, 0xe9, 0x1b, 0x4e, 0xdd,
+    0x10, 0x0e, 0xee, 0x0a, 0x25, 0xbc, 0x48, 0xb9, 0x08, 0x92, 0x2f, 0xf3,
+    0xf9, 0xbe, 0xe9, 0x46, 0xdb, 0x5c, 0xf0, 0xf5, 0x0a, 0xe6, 0x7b, 0x78,
+    0xf2, 0x1f, 0xa0, 0x0d, 0x81, 0x22, 0xfa, 0x53, 0x03, 0xae, 0xe9, 0xdc,
+    0x66, 0xf3, 0xbe, 0x2e, 0x26, 0x26, 0x1b, 0xb5, 0xc9, 0xce, 0x53, 0xa5,
+    0xf3, 0x13, 0x39, 0x22, 0x13, 0xd4, 0xe8, 0xff, 0x07, 0x15, 0x18, 0xf6,
+    0x11, 0x21, 0x15, 0xf5, 0x1b, 0xf6, 0xcb, 0xed, 0xb6, 0x42, 0xda, 0x3a,
+    0xfd, 0x48, 0xd3, 0xd0, 0xf2, 0x3b, 0xb7, 0xc1, 0xdb, 0x58, 0xe8, 0x05,
+    0x9d, 0xbb, 0xf4, 0xeb, 0x0b, 0xfa, 0xb1, 0xd5, 0x20, 0x19, 0xa5, 0x83,
+    0x51, 0xce, 0x22, 0x10, 0xdd, 0x2d, 0x81, 0xf7, 0xd2, 0x18, 0x2e, 0xc2,
+    0xf3, 0x31, 0x69, 0x93, 0x72, 0xf4, 0x18, 0xf6, 0xf1, 0x48, 0xdd, 0x1f,
+    0xe4, 0xdd, 0x5b, 0x32, 0x24, 0xad, 0x37, 0xc4, 0xd7, 0xd5, 0x7f, 0x31,
+    0xe9, 0x54, 0xf7, 0x13, 0x27, 0x3b, 0x1a, 0x1e, 0x2d, 0x8f, 0xb6, 0x47,
+    0xeb, 0x68, 0x3d, 0x1a, 0x38, 0x10, 0x31, 0xf2, 0x0d, 0x20, 0xf1, 0x0a,
+    0xdb, 0x16, 0x26, 0x4f, 0xec, 0xd0, 0x26, 0xcf, 0x1c, 0x5b, 0xf4, 0xe5,
+    0x5b, 0x0d, 0xbf, 0xef, 0x08, 0xc7, 0x3a, 0xe6, 0x11, 0xea, 0xe6, 0xd2,
+    0xf6, 0xec, 0x1b, 0xc9, 0xff, 0x0c, 0xf7, 0x11, 0x34, 0x1a, 0x0c, 0x33,
+    0xae, 0x81, 0xdd, 0xb4, 0xd9, 0xcd, 0x0f, 0x1a, 0xe7, 0xc4, 0x38, 0x61,
+    0x07, 0x4d, 0x2c, 0xd8, 0x1a, 0x9e, 0x02, 0xdf, 0xb0, 0x1c, 0x2c, 0x45,
+    0x61, 0x45, 0x02, 0x11, 0xc7, 0xe7, 0x67, 0x65, 0xf8, 0xb6, 0xb4, 0x21,
+    0x24, 0xce, 0xd3, 0x09, 0x20, 0x25, 0xdf, 0xee, 0xb1, 0xc8, 0x13, 0xd1,
+    0x72, 0x1e, 0x2e, 0xfb, 0xe2, 0x81, 0xb1, 0xcc, 0xc4, 0x03, 0xf6, 0xda,
+    0xca, 0x3b, 0x12, 0x0b, 0x38, 0x1d, 0x01, 0x05, 0x17, 0xf5, 0xac, 0x33,
+    0xe0, 0xee, 0xe2, 0x25, 0x07, 0xa8, 0x60, 0x08, 0xfe, 0x19, 0x25, 0xd7,
+    0xce, 0xdd, 0x23, 0x14, 0xd0, 0xb0, 0x08, 0x23, 0xcc, 0x5b, 0x71, 0x35,
+    0xa6, 0xf3, 0xfa, 0xd7, 0xc4, 0xf2, 0x0e, 0x0c, 0xe3, 0x03, 0xf8, 0xc9,
+    0x10, 0xe2, 0x3d, 0x37, 0xc3, 0xd9, 0xca, 0xef, 0xcd, 0xe6, 0x01, 0xf3,
+    0xda, 0xce, 0x01, 0xe9, 0x7f, 0xc7, 0x26, 0x10, 0xed, 0x17, 0xf7, 0xef,
+    0xef, 0xee, 0x1f, 0x32, 0x3e, 0xff, 0x17, 0x01, 0xe0, 0x4f, 0x1b, 0xf9,
+    0xcd, 0xd1, 0xf9, 0xc6, 0xf6, 0x11, 0x04, 0x27, 0xdd, 0xfc, 0x38, 0x5b,
+    0xba, 0x14, 0x21, 0x11, 0x6a, 0x44, 0x37, 0x94, 0xe6, 0xb6, 0x81, 0xe8,
+    0x6b, 0xd8, 0x51, 0xa4, 0x0c, 0x1a, 0x3c, 0xcf, 0x1e, 0x0c, 0xe5, 0x34,
+    0x8d, 0x59, 0x99, 0xc9, 0x25, 0xf3, 0x86, 0x42, 0xb8, 0xe3, 0xdd, 0xe0,
+    0xd2, 0x45, 0x76, 0xce, 0xfa, 0xee, 0x38, 0xf6, 0xe8, 0x2f, 0x15, 0xa6,
+    0x09, 0x96, 0x34, 0x3f, 0x19, 0xf0, 0x0a, 0x91, 0xf3, 0x08, 0x10, 0xcf,
+    0x2d, 0x76, 0xf9, 0xce, 0x25, 0x21, 0x18, 0xe7, 0x81, 0x50, 0xcc, 0xce,
+    0xf0, 0xc6, 0x2a, 0xe1, 0x2e, 0xf0, 0xfb, 0x2a, 0x43, 0xf1, 0xbd, 0xd6,
+    0x85, 0xf3, 0xaf, 0x27, 0xea, 0xec, 0x14, 0xfe, 0xdc, 0x20, 0xb4, 0xc2,
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+    0xf6, 0xe5, 0xff, 0x04, 0xa9, 0xf8, 0x35, 0xec, 0xdc, 0x38, 0x15, 0x34,
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+    0x1f, 0xba, 0xd6, 0xd1, 0x24, 0x10, 0x21, 0x25, 0xc0, 0x4c, 0x35, 0x35,
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+    0x9c, 0xc5, 0x30, 0xc0, 0x2f, 0xd8, 0xf8, 0xf9, 0x38, 0x91, 0xe8, 0x1d,
+    0xf6, 0x0b, 0xf5, 0xfd, 0x1f, 0x5f, 0xb0, 0xd2, 0x1d, 0xeb, 0xf6, 0xca,
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+    0x0a, 0x3b, 0xce, 0xe8, 0xa1, 0xe9, 0x22, 0x3e, 0xd2, 0xfc, 0xf6, 0x25,
+    0x1c, 0xe3, 0x3f, 0xbf, 0xf5, 0xf5, 0xe3, 0xd7, 0xc4, 0xd4, 0xee, 0x10,
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+    0xf9, 0x14, 0xe7, 0xa8, 0x5c, 0x1b, 0x34, 0xc7, 0xcb, 0xb3, 0x0f, 0x12,
+    0xdf, 0xdd, 0x7f, 0x01, 0xf0, 0xae, 0xa2, 0x67, 0xf7, 0xee, 0xbe, 0xf0,
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+    0x10, 0x18, 0xcc, 0x42, 0xec, 0xa5, 0x28, 0x2e, 0x2e, 0x23, 0x2a, 0x03,
+    0xd9, 0xf0, 0xf9, 0xfb, 0x3a, 0x0b, 0x0d, 0xfe, 0x8d, 0xea, 0x1b, 0x1f,
+    0xb9, 0xf4, 0xd6, 0xea, 0xda, 0xd7, 0x6e, 0xfd, 0x18, 0x23, 0x2e, 0xf4,
+    0xfb, 0xd6, 0xfb, 0xc8, 0x0f, 0x0b, 0x09, 0x7f, 0xd2, 0x44, 0xf1, 0xd2,
+    0x10, 0xef, 0xa3, 0x2d, 0xd6, 0x11, 0xfd, 0x33, 0xf1, 0x36, 0xee, 0xf7,
+    0xff, 0x19, 0x18, 0xd4, 0xf4, 0x2b, 0xf5, 0xe7, 0x28, 0x10, 0x08, 0x3f,
+    0x02, 0x09, 0xcf, 0x2b, 0xdb, 0x27, 0x10, 0x29, 0x37, 0xaf, 0x5a, 0x44,
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+    0x21, 0xf3, 0x14, 0x09, 0x50, 0xa4, 0xb9, 0xf5, 0xdf, 0x4d, 0x10, 0xd0,
+    0xa8, 0xc8, 0xe1, 0x17, 0xd1, 0xba, 0x27, 0x29, 0x23, 0xf4, 0x1d, 0xe4,
+    0x25, 0x0a, 0x98, 0x06, 0x09, 0x2a, 0xed, 0xf8, 0x1a, 0x6f, 0xa6, 0x2b,
+    0xdd, 0x35, 0xcc, 0xeb, 0x38, 0xf5, 0x0c, 0xdb, 0xfa, 0xcf, 0xf6, 0xe7,
+    0x92, 0x21, 0x7f, 0x01, 0xfe, 0x1b, 0xf1, 0xd4, 0x3d, 0xae, 0xee, 0x7d,
+    0x2a, 0x37, 0x1a, 0xf3, 0x6a, 0xea, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
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+    0x72, 0xf2, 0xff, 0xff, 0x2d, 0x05, 0x00, 0x00, 0x8b, 0xf9, 0xff, 0xff,
+    0x25, 0x06, 0x00, 0x00, 0x92, 0xde, 0xff, 0xff, 0x78, 0xe7, 0xff, 0xff,
+    0x35, 0x0f, 0x00, 0x00, 0xdc, 0x0a, 0x00, 0x00, 0x1b, 0xec, 0xff, 0xff,
+    0xec, 0x00, 0x00, 0x00, 0x70, 0x02, 0x00, 0x00, 0xe7, 0xf8, 0xff, 0xff,
+    0x2e, 0xff, 0xff, 0xff, 0x1d, 0x10, 0x00, 0x00, 0xcc, 0xec, 0xff, 0xff,
+    0x13, 0xe8, 0xff, 0xff, 0xd8, 0xfe, 0xff, 0xff, 0x25, 0xfa, 0xff, 0xff,
+    0xc0, 0xe7, 0xff, 0xff, 0x83, 0xf3, 0xff, 0xff, 0x61, 0xea, 0xff, 0xff,
+    0x97, 0xfa, 0xff, 0xff, 0x32, 0xf1, 0xff, 0xff, 0xc6, 0xe0, 0xff, 0xff,
+    0x43, 0xed, 0xff, 0xff, 0xea, 0xf3, 0xff, 0xff, 0x4f, 0x11, 0x00, 0x00,
+    0x0d, 0x06, 0x00, 0x00, 0xaa, 0x04, 0x00, 0x00, 0x59, 0xf3, 0xff, 0xff,
+    0x79, 0x10, 0x00, 0x00, 0xf3, 0x08, 0x00, 0x00, 0xa3, 0xff, 0xff, 0xff,
+    0xe0, 0x07, 0x00, 0x00, 0x2c, 0xf6, 0xff, 0xff, 0xfe, 0x01, 0x00, 0x00,
+    0xd5, 0xe6, 0xff, 0xff, 0xd7, 0x11, 0x00, 0x00, 0xe7, 0x11, 0x00, 0x00,
+    0xbb, 0x0c, 0x00, 0x00, 0xc2, 0xfd, 0xff, 0xff, 0x57, 0xef, 0xff, 0xff,
+    0x83, 0xe4, 0xff, 0xff, 0x96, 0x14, 0x00, 0x00, 0xcb, 0xf0, 0xff, 0xff,
+    0xda, 0xef, 0xff, 0xff, 0xe1, 0x02, 0x00, 0x00, 0xed, 0xfc, 0xff, 0xff,
+    0xbf, 0xfa, 0xff, 0xff, 0x83, 0x0a, 0x00, 0x00, 0x99, 0xfa, 0xff, 0xff,
+    0xc5, 0xf3, 0xff, 0xff, 0x66, 0xeb, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x2c, 0x01, 0x00, 0x00, 0x14, 0x05, 0xf3, 0x0c, 0x05, 0x0c, 0x08, 0x0f,
+    0xdb, 0x15, 0x0a, 0x14, 0x0c, 0x0f, 0xe5, 0xf0, 0xd3, 0x1b, 0xfb, 0xdf,
+    0xf4, 0x0d, 0xe1, 0x0a, 0x0f, 0x04, 0x11, 0xff, 0x1f, 0x0d, 0x23, 0x12,
+    0x0b, 0xe8, 0xfb, 0xca, 0xf1, 0xfc, 0x14, 0x13, 0xd9, 0x04, 0x1b, 0x09,
+    0xdc, 0xd1, 0x06, 0x10, 0xf8, 0x22, 0x11, 0x0c, 0xd3, 0xec, 0x00, 0xcd,
+    0xe4, 0xf9, 0x0f, 0x10, 0x07, 0x00, 0x09, 0x02, 0x0f, 0xf9, 0x2d, 0x04,
+    0xf7, 0x10, 0xe5, 0x06, 0x23, 0xff, 0xf6, 0x01, 0xb3, 0x03, 0x09, 0xf4,
+    0xef, 0x05, 0x05, 0x00, 0xfa, 0x17, 0x0b, 0xe8, 0x0c, 0xf6, 0xfd, 0x09,
+    0xff, 0xde, 0xf2, 0xd4, 0xbf, 0xdd, 0x12, 0x02, 0xfc, 0x05, 0xdf, 0x02,
+    0xf1, 0xe4, 0x09, 0x0a, 0xeb, 0x14, 0x18, 0x18, 0xe8, 0xf9, 0xec, 0xd8,
+    0xe7, 0xfc, 0xfc, 0xfe, 0x06, 0x05, 0xf9, 0xff, 0xf4, 0x1f, 0x0a, 0xfb,
+    0xe6, 0x03, 0x02, 0x0f, 0x16, 0x06, 0x13, 0x06, 0xe2, 0xdb, 0xef, 0xf3,
+    0x1c, 0x06, 0xf5, 0xf4, 0xf1, 0xfc, 0xff, 0xca, 0x13, 0x1a, 0xf8, 0x22,
+    0x01, 0xda, 0xff, 0xd5, 0xe5, 0xed, 0x1a, 0x14, 0xf9, 0xff, 0x04, 0x22,
+    0xdf, 0xc7, 0x20, 0x1c, 0xf8, 0x02, 0x14, 0x08, 0xd4, 0xfa, 0xf9, 0xf4,
+    0xed, 0xf8, 0xd2, 0xf2, 0xfc, 0x27, 0xfa, 0x18, 0x13, 0x21, 0x0b, 0x25,
+    0xc6, 0x0d, 0x21, 0x0f, 0x1b, 0xf9, 0x23, 0xf7, 0xdd, 0x02, 0xfd, 0xcc,
+    0x02, 0xfa, 0xdf, 0x03, 0xe6, 0x16, 0x06, 0xc4, 0x12, 0xcc, 0xee, 0x1d,
+    0x15, 0xbf, 0x17, 0xfe, 0xcb, 0xd2, 0x31, 0x0b, 0xfd, 0x1d, 0xdf, 0x23,
+    0x02, 0xc8, 0xfe, 0x04, 0x29, 0x30, 0x2a, 0xfc, 0xec, 0xe7, 0xf2, 0xd3,
+    0xca, 0xee, 0xd4, 0x1c, 0x83, 0x4e, 0x8b, 0x3c, 0x34, 0xf8, 0x31, 0x2b,
+    0xd4, 0x8f, 0x40, 0x81, 0x1c, 0x36, 0x3f, 0x96, 0xe3, 0xe6, 0x98, 0xd5,
+    0xc6, 0x8d, 0xbf, 0x32, 0x8d, 0x28, 0x28, 0xcc, 0x41, 0xd8, 0xe9, 0x2e,
+    0x2b, 0xb8, 0x3c, 0xd4, 0xd4, 0xd9, 0x30, 0x81, 0xfa, 0x32, 0xbd, 0x31,
+    0xf6, 0xe5, 0x2e, 0x94, 0x1d, 0x27, 0x1f, 0x8f, 0xdd, 0xd6, 0x83, 0xe3,
+    0xc0, 0x84, 0xd1, 0x17, 0x9e, 0xec, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x62, 0xc4, 0xff, 0xff, 0xae, 0xec, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0xca, 0xec, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0xe6, 0xec, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xed, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
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+    0x03, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00,
+    0xf4, 0x00, 0x00, 0x00, 0xd8, 0x00, 0x00, 0x00, 0xc8, 0x00, 0x00, 0x00,
+    0xb8, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00,
+    0x78, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00,
+    0x3c, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x4c, 0xff, 0xff, 0xff, 0x90, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0x98, 0xff, 0xff, 0xff, 0x2d, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x2d, 0xa8, 0xff, 0xff, 0xff,
+    0x0e, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e,
+    0xb8, 0xff, 0xff, 0xff, 0x09, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x09, 0xc8, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0xd8, 0xff, 0xff, 0xff,
+    0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03,
+    0xa8, 0xff, 0xff, 0xff, 0x72, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x72,
+    0xb4, 0xff, 0xff, 0xff, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+    0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x06, 0xdc, 0xff, 0xff, 0xff, 0x16, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x16, 0xe8, 0xff, 0xff, 0xff, 0x8f, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0xf4, 0xff, 0xff, 0xff, 0x8e, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x81, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x7f,
+};
+
+static const size_t mww_model_data_hi_intel_size = 60568;
+
+#endif  // MWW_MODEL_DATA_HI_INTEL_H_
diff --git a/src/audio/microwakeword/mww_model_data_orange.cc b/src/audio/microwakeword/mww_model_data_orange.cc
new file mode 100644
index 000000000000..6f1eacaaf6f6
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data_orange.cc
@@ -0,0 +1,4632 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train.py — do not edit.
+
+#include "mww_model_data.h"
+
+alignas(16) const unsigned char mww_model_data[] = {
+    0x20, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x00, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00,
+    0x1c, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
+    0x70, 0x7a, 0x00, 0x00, 0x80, 0x7a, 0x00, 0x00, 0x74, 0xd7, 0x00, 0x00,
+    0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x12, 0x75, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+    0x3c, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+    0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x84, 0x73, 0xff, 0xff,
+    0x45, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+    0x6f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x4e, 0x73, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x70, 0x75,
+    0x74, 0x5f, 0x61, 0x75, 0x64, 0x69, 0x6f, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x54, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0xd0, 0x73, 0xff, 0xff, 0x61, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x13, 0x00, 0x00, 0x00, 0x43, 0x4f, 0x4e, 0x56, 0x45, 0x52, 0x53, 0x49,
+    0x4f, 0x4e, 0x5f, 0x4d, 0x45, 0x54, 0x41, 0x44, 0x41, 0x54, 0x41, 0x00,
+    0xf4, 0x73, 0xff, 0xff, 0x60, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x13, 0x00, 0x00, 0x00, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74,
+    0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00,
+    0x18, 0x74, 0xff, 0xff, 0x5f, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x13, 0x00, 0x00, 0x00, 0x6d, 0x69, 0x6e, 0x5f, 0x72, 0x75, 0x6e, 0x74,
+    0x69, 0x6d, 0x65, 0x5f, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x00,
+    0x62, 0x00, 0x00, 0x00, 0x6c, 0x79, 0x00, 0x00, 0x64, 0x79, 0x00, 0x00,
+    0x44, 0x79, 0x00, 0x00, 0x2c, 0x79, 0x00, 0x00, 0x0c, 0x79, 0x00, 0x00,
+    0xec, 0x78, 0x00, 0x00, 0xcc, 0x78, 0x00, 0x00, 0xac, 0x78, 0x00, 0x00,
+    0x98, 0x78, 0x00, 0x00, 0x5c, 0x77, 0x00, 0x00, 0x5c, 0x76, 0x00, 0x00,
+    0x3c, 0x68, 0x00, 0x00, 0x3c, 0x67, 0x00, 0x00, 0x3c, 0x66, 0x00, 0x00,
+    0x3c, 0x65, 0x00, 0x00, 0x1c, 0x57, 0x00, 0x00, 0x1c, 0x56, 0x00, 0x00,
+    0x00, 0x53, 0x00, 0x00, 0x00, 0x52, 0x00, 0x00, 0xe0, 0x43, 0x00, 0x00,
+    0xe0, 0x42, 0x00, 0x00, 0xb4, 0x40, 0x00, 0x00, 0xb4, 0x3f, 0x00, 0x00,
+    0x9c, 0x38, 0x00, 0x00, 0x14, 0x38, 0x00, 0x00, 0x6c, 0x37, 0x00, 0x00,
+    0xe4, 0x36, 0x00, 0x00, 0x64, 0x1f, 0x00, 0x00, 0x5c, 0x1f, 0x00, 0x00,
+    0x54, 0x1f, 0x00, 0x00, 0x4c, 0x1f, 0x00, 0x00, 0x44, 0x1f, 0x00, 0x00,
+    0x3c, 0x1f, 0x00, 0x00, 0x34, 0x1f, 0x00, 0x00, 0x2c, 0x1f, 0x00, 0x00,
+    0x24, 0x1f, 0x00, 0x00, 0x1c, 0x1f, 0x00, 0x00, 0x14, 0x1f, 0x00, 0x00,
+    0x0c, 0x1f, 0x00, 0x00, 0x04, 0x1f, 0x00, 0x00, 0xfc, 0x1e, 0x00, 0x00,
+    0xf4, 0x1e, 0x00, 0x00, 0xec, 0x1e, 0x00, 0x00, 0xe4, 0x1e, 0x00, 0x00,
+    0xdc, 0x1e, 0x00, 0x00, 0xd4, 0x1e, 0x00, 0x00, 0xcc, 0x1e, 0x00, 0x00,
+    0xc4, 0x1e, 0x00, 0x00, 0xbc, 0x1e, 0x00, 0x00, 0xb4, 0x1e, 0x00, 0x00,
+    0xac, 0x1e, 0x00, 0x00, 0xa4, 0x1e, 0x00, 0x00, 0x9c, 0x1e, 0x00, 0x00,
+    0x94, 0x1e, 0x00, 0x00, 0x8c, 0x1e, 0x00, 0x00, 0x84, 0x1e, 0x00, 0x00,
+    0x7c, 0x1e, 0x00, 0x00, 0x74, 0x1e, 0x00, 0x00, 0x6c, 0x1e, 0x00, 0x00,
+    0x64, 0x1e, 0x00, 0x00, 0x5c, 0x1e, 0x00, 0x00, 0x54, 0x1e, 0x00, 0x00,
+    0x4c, 0x1e, 0x00, 0x00, 0x44, 0x1e, 0x00, 0x00, 0x3c, 0x1e, 0x00, 0x00,
+    0x34, 0x1e, 0x00, 0x00, 0x2c, 0x1e, 0x00, 0x00, 0x24, 0x1e, 0x00, 0x00,
+    0x1c, 0x1e, 0x00, 0x00, 0x14, 0x1e, 0x00, 0x00, 0x0c, 0x1e, 0x00, 0x00,
+    0x04, 0x1e, 0x00, 0x00, 0xfc, 0x1d, 0x00, 0x00, 0xf4, 0x1d, 0x00, 0x00,
+    0xec, 0x1d, 0x00, 0x00, 0xe4, 0x1d, 0x00, 0x00, 0xdc, 0x1d, 0x00, 0x00,
+    0xd4, 0x1d, 0x00, 0x00, 0xcc, 0x1d, 0x00, 0x00, 0xc4, 0x1d, 0x00, 0x00,
+    0xbc, 0x1d, 0x00, 0x00, 0xb4, 0x1d, 0x00, 0x00, 0xac, 0x1d, 0x00, 0x00,
+    0x5c, 0x1c, 0x00, 0x00, 0x6c, 0x1a, 0x00, 0x00, 0xdc, 0x12, 0x00, 0x00,
+    0x8c, 0x07, 0x00, 0x00, 0xac, 0x04, 0x00, 0x00, 0xdc, 0x00, 0x00, 0x00,
+    0xd4, 0x00, 0x00, 0x00, 0xcc, 0x00, 0x00, 0x00, 0xc4, 0x00, 0x00, 0x00,
+    0xbc, 0x00, 0x00, 0x00, 0xb4, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00,
+    0x8c, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x6e, 0x75, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0xeb, 0x03, 0x00, 0x00,
+    0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x0a, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x36,
+    0x2e, 0x31, 0x00, 0x00, 0xd2, 0x75, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+    0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xee, 0x75, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x36, 0x2e,
+    0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x60, 0x2c, 0xff, 0xff, 0x64, 0x2c, 0xff, 0xff, 0x68, 0x2c, 0xff, 0xff,
+    0x6c, 0x2c, 0xff, 0xff, 0x70, 0x2c, 0xff, 0xff, 0x74, 0x2c, 0xff, 0xff,
+    0x22, 0x76, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0xc0, 0x03, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
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+    0xe9, 0xf7, 0x01, 0xef, 0x12, 0x0f, 0x1a, 0x1b, 0x1f, 0x0a, 0xf4, 0xf0,
+    0xd3, 0xe5, 0x1a, 0xe2, 0x1f, 0x05, 0x29, 0x1d, 0x0f, 0xce, 0xf3, 0x20,
+    0xf2, 0xda, 0xe8, 0x1f, 0x1e, 0x08, 0xee, 0x5a, 0x06, 0xc8, 0xee, 0xd5,
+    0x0f, 0x2c, 0xe8, 0xf4, 0x3b, 0x11, 0x36, 0x36, 0x23, 0x2b, 0x33, 0xf6,
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+    0x5d, 0x40, 0xff, 0xd3, 0xbd, 0x89, 0xc7, 0xe2, 0xcc, 0x2d, 0x52, 0x43,
+    0xae, 0xfe, 0x2d, 0x13, 0xfb, 0x39, 0x30, 0x30, 0xf7, 0x07, 0xff, 0x1e,
+    0x02, 0x1c, 0x01, 0x3f, 0x2a, 0xf7, 0xde, 0xfa, 0x1b, 0xfe, 0x16, 0x0c,
+    0x35, 0x37, 0x63, 0x6f, 0x43, 0x23, 0xfe, 0xdb, 0xb4, 0x81, 0xaf, 0xac,
+    0xc1, 0x02, 0xf6, 0x19, 0xc5, 0xc3, 0xe0, 0xb4, 0xf6, 0x15, 0xe1, 0xfe,
+    0x0b, 0x3e, 0x3b, 0x3e, 0xf3, 0x02, 0x02, 0x2e, 0xd9, 0xd0, 0xdc, 0xd8,
+    0x06, 0x1b, 0x0e, 0xfa, 0x20, 0x20, 0x31, 0x5d, 0x63, 0x3e, 0xf1, 0xd9,
+    0xc1, 0xab, 0xe7, 0xf3, 0xc4, 0x2f, 0x0e, 0x16, 0xe7, 0xad, 0x23, 0xee,
+    0x0a, 0xff, 0xf0, 0x18, 0xe7, 0x12, 0xed, 0xf1, 0x24, 0xcf, 0x17, 0x0a,
+    0x1b, 0x2d, 0xc1, 0x20, 0x31, 0x11, 0x21, 0x0d, 0x10, 0x3e, 0x45, 0x41,
+    0x4f, 0x00, 0x09, 0xbe, 0xb0, 0xa0, 0xc3, 0xcf, 0xe6, 0x07, 0x39, 0x1f,
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+    0x15, 0xe5, 0x1c, 0x0e, 0xd8, 0x2f, 0x1d, 0x3f, 0xf4, 0x0c, 0x09, 0x19,
+    0x01, 0xea, 0xf3, 0x2a, 0x03, 0xf0, 0xeb, 0x0f, 0xd8, 0x3e, 0x37, 0x28,
+    0xec, 0x16, 0x3f, 0xf2, 0xd6, 0xc0, 0x03, 0xba, 0xf8, 0xf1, 0x11, 0xe2,
+    0x18, 0xae, 0xed, 0xa7, 0xc0, 0x01, 0x13, 0xa7, 0xd2, 0x23, 0x17, 0x0c,
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+    0xd1, 0xe6, 0xfd, 0xfc, 0xfe, 0x47, 0xc1, 0xa9, 0xe1, 0xe7, 0x81, 0xd9,
+    0xfe, 0xfe, 0x16, 0xbe, 0xef, 0x4a, 0xdf, 0x35, 0xf7, 0xdf, 0xa4, 0x31,
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+    0x13, 0xe2, 0x35, 0x60, 0x58, 0xd2, 0x53, 0xf6, 0xe8, 0xa7, 0xe1, 0x20,
+    0x19, 0xb6, 0x38, 0x20, 0xcd, 0x25, 0x4f, 0x0d, 0x24, 0xe2, 0x4b, 0xf9,
+    0xc8, 0x1e, 0x16, 0xd1, 0xde, 0x60, 0xf6, 0x0c, 0xe2, 0xec, 0xdf, 0xda,
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+    0xf3, 0x1a, 0x35, 0x61, 0x2c, 0x54, 0x26, 0xbf, 0x1c, 0xa8, 0xe2, 0x27,
+    0x7f, 0x4e, 0x1e, 0x0f, 0xae, 0x38, 0xf9, 0x01, 0x13, 0x8e, 0x09, 0xea,
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+    0xb9, 0x0d, 0x1d, 0xeb, 0xee, 0xb2, 0xf4, 0xf2, 0xbd, 0x2d, 0x7f, 0x14,
+    0x2f, 0xfa, 0xe4, 0x73, 0xbc, 0xe2, 0x18, 0xfd, 0x2c, 0x0a, 0x09, 0xe7,
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+    0x1e, 0x5d, 0x81, 0x02, 0x38, 0x83, 0x3d, 0x84, 0x36, 0xf8, 0xec, 0x1a,
+    0x58, 0xff, 0xe7, 0x4d, 0x09, 0xac, 0x85, 0x24, 0x22, 0x1b, 0x3f, 0xe6,
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+    0xe4, 0xff, 0xff, 0xff, 0x6f, 0x00, 0x00, 0x00, 0xf3, 0xff, 0xff, 0xff,
+    0xe0, 0xff, 0xff, 0xff, 0xe4, 0xff, 0xff, 0xff, 0xbb, 0xff, 0xff, 0xff,
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+    0xb3, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00, 0x7d, 0x00, 0x00, 0x00,
+    0xf5, 0xff, 0xff, 0xff, 0x4a, 0xff, 0xff, 0xff, 0x94, 0xff, 0xff, 0xff,
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+    0xd2, 0x04, 0x28, 0xe5, 0x2b, 0xbc, 0x49, 0x4d, 0xe4, 0xe5, 0x10, 0x0b,
+    0x1b, 0x36, 0xdf, 0xfe, 0x24, 0xc6, 0xe4, 0xe1, 0x13, 0x3e, 0x20, 0x27,
+    0xea, 0x32, 0x20, 0x2d, 0x24, 0x0a, 0x1d, 0x1c, 0x0e, 0x06, 0x02, 0x3c,
+    0x3e, 0xef, 0x16, 0xf9, 0x05, 0xef, 0xfd, 0xe1, 0xc7, 0xc5, 0x3c, 0xd0,
+    0xd1, 0xff, 0xfb, 0xf2, 0xf4, 0x0a, 0xdd, 0x81, 0xc6, 0xcf, 0x17, 0xbd,
+    0x15, 0x08, 0x62, 0x4a, 0x3a, 0x30, 0x07, 0xf7, 0xda, 0xdf, 0x9e, 0xe0,
+    0x71, 0xe1, 0x9d, 0x28, 0x48, 0xde, 0xda, 0x55, 0xfb, 0xe8, 0xe4, 0x4d,
+    0xc8, 0x37, 0x27, 0x03, 0xee, 0xe5, 0xeb, 0xfc, 0xfe, 0x08, 0x3f, 0x0a,
+    0xa3, 0x2d, 0x08, 0x25, 0xac, 0xc1, 0x34, 0xd6, 0x8d, 0x21, 0xfe, 0xa1,
+    0xbf, 0x31, 0xcf, 0x1c, 0x81, 0xe2, 0xd0, 0xc5, 0xde, 0x19, 0x4a, 0x3f,
+    0x2c, 0x1f, 0x08, 0xff, 0xbc, 0xa0, 0x1b, 0x44, 0xd9, 0xfc, 0x17, 0x2b,
+    0x18, 0x29, 0xea, 0x17, 0x37, 0xbf, 0x18, 0x98, 0x75, 0x0d, 0x81, 0x24,
+    0xb9, 0x4d, 0x43, 0x44, 0x47, 0xf6, 0xef, 0x35, 0xd2, 0x51, 0x53, 0x08,
+    0x1c, 0xd3, 0x13, 0xf5, 0x20, 0xf5, 0xca, 0x0c, 0x36, 0x22, 0x36, 0x1f,
+    0xd9, 0x01, 0x1b, 0xed, 0xd3, 0xf4, 0xc4, 0xaa, 0x89, 0xdf, 0xda, 0x95,
+    0xe4, 0x43, 0x5e, 0x3c, 0xa7, 0x4c, 0xc7, 0x42, 0xf7, 0x07, 0x44, 0xb8,
+    0xd7, 0xf7, 0xec, 0xbd, 0xae, 0x57, 0x04, 0xae, 0x85, 0x25, 0xfd, 0xc8,
+    0xa2, 0x35, 0x19, 0xdf, 0x27, 0xf0, 0xe5, 0x8f, 0xcb, 0x1d, 0x8f, 0xbb,
+    0x09, 0xd9, 0xbb, 0xf7, 0x7d, 0xdc, 0x41, 0xb4, 0x2b, 0xf5, 0xee, 0xf3,
+    0xdd, 0xf7, 0xe1, 0x3f, 0xf3, 0x91, 0xe7, 0x81, 0x31, 0x08, 0x3a, 0xe4,
+    0x1e, 0x07, 0x10, 0xfd, 0x95, 0x2b, 0x0c, 0x00, 0xa1, 0xb7, 0x0e, 0x40,
+    0x0c, 0x07, 0xaa, 0x99, 0xfc, 0xff, 0xd0, 0xf1, 0x30, 0xef, 0x2f, 0xec,
+    0xb3, 0x43, 0x09, 0x3c, 0x4d, 0xce, 0xef, 0x1c, 0x08, 0xd5, 0xb6, 0xe3,
+    0xf4, 0x3b, 0x3c, 0x1a, 0x23, 0xf8, 0xb1, 0x17, 0x2c, 0x3d, 0x49, 0xaf,
+    0x3a, 0x05, 0x1f, 0xb4, 0x7d, 0x1f, 0x7f, 0x1c, 0x23, 0xff, 0x57, 0xef,
+    0x08, 0x41, 0x21, 0xc2, 0x06, 0x81, 0xcf, 0xbd, 0x94, 0x67, 0x46, 0xc3,
+    0xcd, 0x33, 0xd8, 0x29, 0xca, 0xeb, 0xb1, 0x52, 0x06, 0xba, 0x32, 0xa6,
+    0xf0, 0x2a, 0xae, 0x1e, 0x07, 0xbc, 0xdd, 0x4b, 0xd8, 0x53, 0x39, 0x0a,
+    0xe3, 0xd6, 0x23, 0x3c, 0x3d, 0x21, 0x04, 0xc2, 0x40, 0x14, 0x49, 0x2a,
+    0x0f, 0xf3, 0x1b, 0xe6, 0xe7, 0x3a, 0xf1, 0x93, 0x2a, 0xeb, 0x2f, 0xfc,
+    0xe0, 0x17, 0x0a, 0xae, 0xf7, 0x81, 0x17, 0x33, 0x3b, 0x1b, 0xea, 0xed,
+    0xa4, 0x07, 0xff, 0x0d, 0x0d, 0x11, 0x11, 0xbf, 0x4e, 0x10, 0xe3, 0xc5,
+    0x11, 0xf7, 0x34, 0x1c, 0xf1, 0x12, 0x2f, 0xbb, 0xd1, 0xdc, 0x6c, 0x26,
+    0xdd, 0xe5, 0xfc, 0x1e, 0x1f, 0xdf, 0xd8, 0xd5, 0x2e, 0xab, 0xde, 0xd4,
+    0x1b, 0x17, 0xda, 0xef, 0xef, 0x09, 0xbd, 0x82, 0x08, 0x11, 0xe5, 0xd8,
+    0xca, 0x02, 0x13, 0x18, 0x39, 0x01, 0x54, 0x50, 0x03, 0x13, 0x1d, 0xda,
+    0x04, 0xca, 0xea, 0xd2, 0xdd, 0x27, 0x2c, 0xcd, 0x2b, 0xeb, 0xd2, 0xff,
+    0x31, 0x27, 0xfe, 0xe7, 0x3b, 0xb1, 0xe9, 0xed, 0x36, 0x2e, 0x1c, 0xfb,
+    0xfb, 0xc1, 0xc7, 0x37, 0x81, 0xd9, 0xda, 0x12, 0xc6, 0xf3, 0x16, 0xf2,
+    0xdc, 0xfc, 0xb7, 0x09, 0xdf, 0x4f, 0xeb, 0x1c, 0x0c, 0x52, 0xee, 0x31,
+    0x55, 0x4a, 0xe3, 0x3a, 0x37, 0x0f, 0xa9, 0x1d, 0xec, 0x4b, 0xe6, 0xd7,
+    0xbd, 0x77, 0x47, 0x2d, 0x2c, 0xe8, 0x2b, 0xc1, 0xbc, 0x7f, 0x00, 0x44,
+    0x19, 0x61, 0xfc, 0xc4, 0x99, 0x02, 0x94, 0x07, 0xdc, 0xd7, 0x64, 0xfc,
+    0x99, 0xa9, 0x39, 0xd6, 0x12, 0xf1, 0x24, 0xc0, 0xdc, 0x0c, 0xda, 0xe2,
+    0xf6, 0xd2, 0x36, 0xc5, 0x07, 0xc3, 0x08, 0x40, 0xf8, 0xbd, 0x03, 0xce,
+    0xc1, 0xf2, 0xc1, 0x3e, 0xcd, 0x31, 0xe4, 0x08, 0xb9, 0xaa, 0x09, 0x56,
+    0x29, 0x46, 0xbe, 0x81, 0xfb, 0x50, 0xf5, 0x9f, 0x47, 0x41, 0x42, 0x1d,
+    0x2c, 0x73, 0x12, 0xc8, 0xfe, 0xd6, 0x09, 0xb1, 0x59, 0xd5, 0xe8, 0xe7,
+    0xcf, 0xfc, 0x24, 0x48, 0x1d, 0x92, 0x59, 0xce, 0xf6, 0xca, 0xf8, 0xf7,
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+    0x40, 0x40, 0x5f, 0x39, 0xd1, 0x35, 0xda, 0x38, 0xd5, 0xa4, 0x2f, 0x39,
+    0x48, 0x5f, 0x3f, 0x39, 0xc3, 0x2c, 0xe8, 0x38, 0x62, 0x3b, 0x1d, 0x39,
+    0x6c, 0xe3, 0x1c, 0x39, 0x14, 0x16, 0x4c, 0x39, 0xc1, 0xc8, 0xfb, 0x38,
+    0x79, 0x53, 0x5a, 0x39, 0x4a, 0x13, 0x07, 0x39, 0x2c, 0x5e, 0x28, 0x39,
+    0x5a, 0x1d, 0x4e, 0x39, 0xa2, 0xb5, 0x02, 0x39, 0x92, 0x76, 0xf0, 0x38,
+    0x2a, 0x9d, 0x4d, 0x39, 0xa7, 0xe9, 0x0c, 0x39, 0x5a, 0x7b, 0x0d, 0x39,
+    0x9c, 0xfa, 0x13, 0x39, 0x10, 0xd1, 0x4c, 0x39, 0x11, 0xdb, 0xf1, 0x38,
+    0xb1, 0xd0, 0x94, 0x39, 0xaf, 0x3d, 0xc9, 0x38, 0x6f, 0xb8, 0x7c, 0x39,
+    0xaa, 0x4d, 0x01, 0x39, 0x0d, 0xc5, 0x17, 0x39, 0xcb, 0x06, 0x17, 0x39,
+    0x13, 0xff, 0x33, 0x39, 0x50, 0xaf, 0x07, 0x39, 0x77, 0x30, 0x5b, 0x39,
+    0x44, 0x96, 0x8a, 0x39, 0x9c, 0x96, 0x4c, 0x39, 0x1a, 0x87, 0x08, 0x39,
+    0x7e, 0xe7, 0x18, 0x39, 0x62, 0x87, 0xf2, 0x38, 0x96, 0x1c, 0x0d, 0x39,
+    0x63, 0x67, 0x00, 0x39, 0xb9, 0x13, 0xfd, 0x38, 0x38, 0xb6, 0x26, 0x39,
+    0x30, 0x1e, 0x0d, 0x39, 0x3b, 0x44, 0x2c, 0x39, 0xda, 0x51, 0x10, 0x39,
+    0x46, 0x86, 0x04, 0x39, 0x8f, 0x14, 0x80, 0x39, 0x0e, 0xca, 0xfa, 0x38,
+    0xcc, 0x30, 0x4c, 0x39, 0x65, 0xbf, 0x0c, 0x39, 0x12, 0x00, 0x00, 0x00,
+    0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+    0x63, 0x6f, 0x6e, 0x73, 0x74, 0x32, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x3c, 0x00, 0x00, 0x00, 0xd2, 0xfd, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x09, 0x3c, 0x00, 0x00, 0x00, 0xbc, 0xfd, 0xff, 0xff,
+    0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x7e, 0x48, 0x3b, 0x3b, 0x12, 0x00, 0x00, 0x00, 0x74, 0x66, 0x6c, 0x2e,
+    0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71, 0x63, 0x6f, 0x6e, 0x73,
+    0x74, 0x31, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x2c, 0x01, 0x00, 0x00, 0x32, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x40, 0x00, 0x00, 0x00, 0x1c, 0xfe, 0xff, 0xff,
+    0x08, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0xb9, 0x5a, 0x89, 0x38, 0x11, 0x00, 0x00, 0x00,
+    0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+    0x63, 0x6f, 0x6e, 0x73, 0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x92, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00, 0xd4, 0xfe, 0xff, 0xff,
+    0x0f, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f,
+    0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x35, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0xce, 0xfe, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00, 0x10, 0xff, 0xff, 0xff,
+    0x0f, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f,
+    0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x34, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x0a, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00, 0x4c, 0xff, 0xff, 0xff,
+    0x0f, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f,
+    0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x33, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x46, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00, 0x88, 0xff, 0xff, 0xff,
+    0x0f, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f,
+    0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x32, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x82, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00, 0xc4, 0xff, 0xff, 0xff,
+    0x0f, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74, 0x68, 0x2e, 0x63, 0x6f,
+    0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x31, 0x00, 0x01, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0xbe, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+    0x18, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x20, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x61, 0x72, 0x69, 0x74,
+    0x68, 0x2e, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x61, 0x6e, 0x74, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0x00,
+    0x1c, 0x00, 0x18, 0x00, 0x17, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00,
+    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x01, 0x20, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x54, 0x00, 0x00, 0x00,
+    0x0c, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+    0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
+    0x01, 0x00, 0x00, 0x00, 0x81, 0x80, 0x00, 0x3c, 0x1d, 0x00, 0x00, 0x00,
+    0x73, 0x65, 0x72, 0x76, 0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61,
+    0x75, 0x6c, 0x74, 0x5f, 0x69, 0x6e, 0x70, 0x75, 0x74, 0x5f, 0x61, 0x75,
+    0x64, 0x69, 0x6f, 0x3a, 0x30, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+    0x0d, 0x00, 0x00, 0x00, 0xf4, 0x00, 0x00, 0x00, 0xd8, 0x00, 0x00, 0x00,
+    0xc8, 0x00, 0x00, 0x00, 0xb8, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00,
+    0x88, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
+    0x50, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+    0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x4c, 0xff, 0xff, 0xff,
+    0x90, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f, 0x98, 0xff, 0xff, 0xff,
+    0x2d, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x2d,
+    0xa8, 0xff, 0xff, 0xff, 0x0e, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x0e, 0xb8, 0xff, 0xff, 0xff, 0x09, 0x00, 0x00, 0x00,
+    0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0xc8, 0xff, 0xff, 0xff,
+    0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04,
+    0xd8, 0xff, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x03, 0xa8, 0xff, 0xff, 0xff, 0x72, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x72, 0xb4, 0xff, 0xff, 0xff, 0x02, 0x00, 0x00, 0x00,
+    0x00, 0x00, 0x00, 0x02, 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x00, 0x00,
+    0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+    0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0xdc, 0xff, 0xff, 0xff,
+    0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0xe8, 0xff, 0xff, 0xff,
+    0x8f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f, 0xf4, 0xff, 0xff, 0xff,
+    0x8e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f, 0x0c, 0x00, 0x0c, 0x00,
+    0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+    0x81, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f,
+};
+
+const size_t mww_model_data_size = 55472;
diff --git a/src/audio/microwakeword/mww_model_data_orange.h b/src/audio/microwakeword/mww_model_data_orange.h
new file mode 100644
index 000000000000..5ec4adab89a3
--- /dev/null
+++ b/src/audio/microwakeword/mww_model_data_orange.h
@@ -0,0 +1,13 @@
+// SPDX-License-Identifier: BSD-3-Clause
+// Auto-generated by sof_mww_train.py — do not edit.
+
+#ifndef MWW_MODEL_DATA_H_
+#define MWW_MODEL_DATA_H_
+
+#include <cstddef>
+#include <cstdint>
+
+extern const unsigned char mww_model_data[];
+extern const size_t mww_model_data_size;
+
+#endif  // MWW_MODEL_DATA_H_
diff --git a/tools/ctl/ipc4/mww/banana.txt b/tools/ctl/ipc4/mww/banana.txt
new file mode 100644
index 000000000000..7ea1159e35f2
--- /dev/null
+++ b/tools/ctl/ipc4/mww/banana.txt
@@ -0,0 +1 @@
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diff --git a/tools/ctl/ipc4/mww/hey_jarvis.txt b/tools/ctl/ipc4/mww/hey_jarvis.txt
new file mode 100644
index 000000000000..1deff7a1d966
--- /dev/null
+++ b/tools/ctl/ipc4/mww/hey_jarvis.txt
@@ -0,0 +1 @@
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diff --git a/tools/ctl/ipc4/mww/hi_intel.txt b/tools/ctl/ipc4/mww/hi_intel.txt
new file mode 100644
index 000000000000..76f242cf65c0
--- /dev/null
+++ b/tools/ctl/ipc4/mww/hi_intel.txt
@@ -0,0 +1 @@
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diff --git a/tools/ctl/ipc4/mww/orange.txt b/tools/ctl/ipc4/mww/orange.txt
new file mode 100644
index 000000000000..9e6d48660fb0
--- /dev/null
+++ b/tools/ctl/ipc4/mww/orange.txt
@@ -0,0 +1 @@
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diff --git a/tools/ctl/ipc4/mww/strawberry.txt b/tools/ctl/ipc4/mww/strawberry.txt
new file mode 100644
index 000000000000..c9b8f37a30a0
--- /dev/null
+++ b/tools/ctl/ipc4/mww/strawberry.txt
@@ -0,0 +1 @@
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From 2efaa0b6dd5f0137f9a02a362240f18502d9f592 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:21:45 +0300
Subject: [PATCH 21/35] audio: microwakeword: tune: add model training,
 dataset, and test runner toolchain

Add tooling for microWakeWord training, dataset preparation, and
verification. Includes scripts for generating synthetic speech datasets
via Piper TTS, ingesting multi-speaker genuine recordings, training PCAN
streaming MixConv networks with noise and transient negatives, and
exporting static C arrays and sof-ctl blobs.

Also include sof_run_mww.py to automate arming the MWW detector PCM
and capturing wake-on-voice audio from the KPB sink, and
sof_mww_plot_mtrace.py for visualizing runtime inferences and feature
vectors.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/microwakeword/tune/README.md        |  156 +++
 .../tune/sof_mfcc_extract_features.sh         |  201 +++
 .../microwakeword/tune/sof_mww_dataset.py     |  332 +++++
 .../tune/sof_mww_generate_keyword_dataset.sh  |  464 +++++++
 ...f_mww_generate_keyword_dataset_from_dir.sh |  510 +++++++
 ..._mww_generate_keyword_dataset_piper_tts.sh |  501 +++++++
 .../microwakeword/tune/sof_mww_plot_mtrace.py |  431 ++++++
 .../tune/sof_mww_prepare_silence_unknown.sh   |  160 +++
 src/audio/microwakeword/tune/sof_mww_train.py |  534 ++++++++
 .../microwakeword/tune/sof_mww_train_pcan.py  | 1178 +++++++++++++++++
 .../tune/sof_mww_train_pipeline.sh            |  215 +++
 .../microwakeword/tune/sof_mww_verify.py      |  200 +++
 src/audio/microwakeword/tune/sof_run_mww.py   |  580 ++++++++
 13 files changed, 5462 insertions(+)
 create mode 100644 src/audio/microwakeword/tune/README.md
 create mode 100755 src/audio/microwakeword/tune/sof_mfcc_extract_features.sh
 create mode 100644 src/audio/microwakeword/tune/sof_mww_dataset.py
 create mode 100755 src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset.sh
 create mode 100755 src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_from_dir.sh
 create mode 100755 src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_piper_tts.sh
 create mode 100755 src/audio/microwakeword/tune/sof_mww_plot_mtrace.py
 create mode 100755 src/audio/microwakeword/tune/sof_mww_prepare_silence_unknown.sh
 create mode 100644 src/audio/microwakeword/tune/sof_mww_train.py
 create mode 100755 src/audio/microwakeword/tune/sof_mww_train_pcan.py
 create mode 100755 src/audio/microwakeword/tune/sof_mww_train_pipeline.sh
 create mode 100644 src/audio/microwakeword/tune/sof_mww_verify.py
 create mode 100755 src/audio/microwakeword/tune/sof_run_mww.py

diff --git a/src/audio/microwakeword/tune/README.md b/src/audio/microwakeword/tune/README.md
new file mode 100644
index 000000000000..8d5c83d426a7
--- /dev/null
+++ b/src/audio/microwakeword/tune/README.md
@@ -0,0 +1,156 @@
+# microWakeWord (MWW) Training & Tuning Toolchain
+
+This directory contains offline scripts to train, quantize, verify, and export streaming keyword-spotting models for the SOF `microwakeword` (MWW) module using real SOF MFCC features extracted via `sof-testbench4`.
+
+---
+
+## Toolchain Overview
+
+1. **Keyword Dataset Generation & Ingestion:**
+   - [sof_mww_generate_keyword_dataset_from_dir.sh](sof_mww_generate_keyword_dataset_from_dir.sh): Ingests recorded real speech WAV samples from a directory, preserves clean reference clips, and complements them with Room Impulse Response (RIR) reverberation, additive background noise (at varying SNRs), tempo/pitch perturbations, and Gaussian gain jitter.
+   - [sof_mww_generate_keyword_dataset_piper_tts.sh](sof_mww_generate_keyword_dataset_piper_tts.sh): Synthesizes positive keyword WAVs with single-speaker Piper TTS voices, pitch/tempo perturbation (via `sox`), Gaussian gain jitter, and Room Impulse Response (RIR) reverberation.
+   - [sof_mww_generate_keyword_dataset.sh](sof_mww_generate_keyword_dataset.sh): Multi-speaker generation with `piper-sample-generator` (LibriTTS-R).
+   - [sof_mww_prepare_silence_unknown.sh](sof_mww_prepare_silence_unknown.sh): Prepares negative dataset classes (`silence` and `unknown`) by slicing background noise and non-target words from Google Speech Commands v2.
+
+2. **DSP Feature Extraction:**
+   - [sof_mfcc_extract_features.sh](sof_mfcc_extract_features.sh): Emits 184-byte hop records ($24\text{-byte } \texttt{struct mfcc\_data\_header} + 40 \times \text{int32\_t}$ Q9.23 mel values) by running the SOF host testbench with 10 ms mel-40 topology.
+
+3. **Model Training & Export:**
+   - [sof_mww_dataset.py](sof_mww_dataset.py): Parses testbench `.raw` feature files, applies soft mel-log AGC ($0\text{ dB}$ target, $0.5\text{ dB/s}$ release recovery), and builds training slices.
+   - [sof_mww_train.py](sof_mww_train.py): Trains a streaming Keras model, quantizes to `int8` with TFLite Micro resource variables, packages behind SOF IPC4 ABI headers, and emits:
+     - `mww_model_data.{cc,h}`: Drop-in static C array.
+     - `<name>.conf`: ALSA Topology v2 configuration blob for `Object.Base.data`.
+     - `<name>.txt`: Runtime `sof-ctl` binary control file.
+
+4. **Off-Device Verification & Automation:**
+   - [sof_mww_verify.py](sof_mww_verify.py): Feeds 3-hop streaming slices through the quantized TFLite model to verify detection rates and false alarm rates.
+   - [sof_mww_train_pipeline.sh](sof_mww_train_pipeline.sh): End-to-end automation runner.
+
+---
+
+## Quickstart
+
+### Environment Setup
+
+#### Setup Piper Virtual Environment (for Dataset Generation)
+```bash
+python3 -m venv ~/venvs/piper
+source ~/venvs/piper/bin/activate
+pip install --upgrade pip
+pip install piper-sample-generator
+```
+
+#### Setup `piper-sample-generator` and Model Checkpoint
+```bash
+git clone https://github.com/rhasspy/piper-sample-generator ~/git/piper-sample-generator
+mkdir -p ~/git/piper-sample-generator/models
+wget -O ~/git/piper-sample-generator/models/en_US-libritts_r-medium.pt \
+      https://github.com/rhasspy/piper-sample-generator/releases/download/v2.0.0/en_US-libritts_r-medium.pt
+```
+
+#### Setup Model Training Virtual Environment (Python 3.10 via `uv`)
+For systems with newer default Python versions (such as Ubuntu 24.04/26.04), install `uv` to manage a Python 3.10 environment required by TensorFlow 2.16:
+```bash
+curl -LsSf https://astral.sh/uv/install.sh | sh
+uv venv ~/venvs/mww-train --python 3.10
+source ~/venvs/mww-train/bin/activate
+uv pip install --upgrade pip
+uv pip install "tensorflow==2.16.1" "tf-keras==2.16.0"
+```
+
+### 1. Generate Synthetic Keyword Data
+
+#### Option A: Multi-speaker dataset with `piper-sample-generator` (PyTorch `.pt` model)
+```bash
+./sof_mww_generate_keyword_dataset.sh \
+    --keyword "hey jarvis" \
+    --label hey_jarvis \
+    --venv ~/venvs/piper \
+    ~/wov/wavs
+```
+By default, the script automatically uses:
+- `PIPER_MODEL="$HOME/git/piper-sample-generator/models/en_US-libritts_r-medium.pt"` (auto-detected)
+- `MAX_SAMPLES=1000` (clips synthesized per speaking-rate variation)
+- `MAX_SPEAKERS=200` (cap on LibriTTS-R speaker indices for diverse, high-quality voices)
+- `GAIN_AUG=1` (Gaussian level jitter enabled: peak target -10 dBFS, sigma 5 dB)
+
+These can be overridden via environment variables if desired (e.g., `MAX_SAMPLES=1500 MAX_SPEAKERS=300 ./sof_mww_generate_keyword_dataset.sh ...`).
+
+#### Option B: Single-speaker dataset with `piper-tts` (ONNX `.onnx` model)
+```bash
+./sof_mww_generate_keyword_dataset_piper_tts.sh \
+    --keyword "hey jarvis" \
+    --label hey_jarvis \
+    --voice ~/.local/share/piper-voices/en_US-lessac-medium.onnx \
+    ~/wov/wavs
+```
+
+#### Option C: Real speech dataset from a directory of recorded WAV samples
+To use recorded human speech recordings instead of synthetic TTS:
+```bash
+./sof_mww_generate_keyword_dataset_from_dir.sh \
+    --src-dir /path/to/recorded/audio \
+    --label hi_intel \
+    ~/wov/wavs
+```
+This converts the input audio to 16 kHz 16-bit mono, keeps the clean unperturbed samples, and automatically complements them with RIR convolution, background noise mixing (10–30 dB SNR), pitch/tempo shifts, and Gaussian level jitter to reach a full training set size (`MAX_SAMPLES=1000` by default).
+
+You can also pass `--keyword-dir <label>:<path>` directly to `sof_mww_train_pipeline.sh`:
+```bash
+./sof_mww_train_pipeline.sh \
+    --keyword-dir hi_intel:/path/to/recorded/audio \
+    --name hi_intel \
+    ~/wov/wavs ~/wov/feats ~/wov/model
+```
+
+### 2. Run End-to-End Retraining Pipeline
+With the `mww-train` virtual environment activated:
+```bash
+source ~/venvs/mww-train/bin/activate
+./sof_mww_train_pipeline.sh \
+    --keyword hey_jarvis \
+    --name hey_jarvis \
+    ~/wov/wavs ~/wov/feats ~/wov/model
+```
+
+---
+
+### Training Multiple Keyword Variants into the Same Model
+
+You can train a single wake-word model to trigger on multiple spoken variants (such as `"hey jarvis"` and `"hi jarvis"`) with **no increase in model size or DSP RAM**:
+
+#### 1. Generate Datasets for Both Phrases
+```bash
+./sof_mww_generate_keyword_dataset.sh \
+    --keyword "hey jarvis" --label hey_jarvis \
+    --keyword "hi jarvis"  --label hi_jarvis \
+    --venv ~/venvs/piper \
+    ~/wov/wavs
+```
+
+#### 2. Train with Multiple `--keyword` Arguments
+Pass both directory labels to the training pipeline and specify `--name hey_jarvis`:
+```bash
+source ~/venvs/mww-train/bin/activate
+./sof_mww_train_pipeline.sh \
+    --keyword hey_jarvis \
+    --keyword hi_jarvis \
+    --name hey_jarvis \
+    ~/wov/wavs ~/wov/feats ~/wov/model
+```
+
+Both phrase directories are pooled as the positive target class ($y = 1$). The streaming verification report provides individual detection recall for each phrase, and the single exported `mww_model_data.cc` triggers when either phrase is spoken.
+
+---
+
+### Visualizing Streaming Diagnostics from mtrace
+
+You can visualize real-time hop metrics, energy/noise floor, int8 feature quantization, and detection probability curves captured from device `mtrace` logs:
+
+```bash
+# Capture mtrace output from device:
+sof-mtrace-reader > /tmp/mtrace.txt
+
+# Plot streaming diagnostics:
+./sof_mww_plot_mtrace.py /tmp/mtrace.txt -o /tmp/mww_diag.png
+```
diff --git a/src/audio/microwakeword/tune/sof_mfcc_extract_features.sh b/src/audio/microwakeword/tune/sof_mfcc_extract_features.sh
new file mode 100755
index 000000000000..65726d825870
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mfcc_extract_features.sh
@@ -0,0 +1,201 @@
+#!/bin/bash
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# Batch-emit SOF mel40 MFCC feature files for a labelled WAV dataset using the
+# SOF host testbench. Used for training microWakeWord (MWW) models against real
+# SOF DSP frontend features.
+#
+# Expected input layout:
+#   <wav_root>/<label>/<file>.wav      # any sample rate/channels; auto-converted
+#
+# Output layout:
+#   <feat_root>/<label>/<file>.raw     # SOF mel40 hop records
+#
+# Each hop record is:
+#   Non-PCAN mode (184 bytes):
+#     24 bytes  struct mfcc_data_header  (magic, frame_number, reserved,
+#                                         energy, noise_energy, vad_flag)
+#     40 x int32_t   Q9.23 mel-log values
+#   PCAN mode (64 bytes):
+#     24 bytes  struct mfcc_data_header
+#     40 x int8_t    PCAN normalized values
+#
+# Requirements:
+#   - $SOF_WORKSPACE points at the parent of the sof tree (or workspace root)
+#   - sof-testbench4 built at tools/testbench/build_testbench/install/bin/
+#   - sof-hda-benchmark-mfccmel40_10ms{16,24,32}.tplg or
+#     sof-hda-benchmark-mfccmel40_10ms_pcan{16,24,32}.tplg built
+#   - sox on PATH
+
+set -e
+
+usage() {
+	cat >&2 <<EOF
+Usage: $0 <wav_root> <feat_root> [--format S16|S24|S32] [--pcan] [--tplg <path>]
+
+  wav_root    Directory containing <label>/*.wav (recursed one level).
+  feat_root   Output root; <label>/ subdirs are created as needed.
+  --format    Testbench sample container (S16, S24, S32). Default S32.
+  --pcan      Extract 8-bit PCAN normalized features (64-byte hops).
+  --tplg      Explicit path to benchmark topology file.
+EOF
+	exit 1
+}
+
+[ $# -ge 2 ] || usage
+
+WAV_ROOT="$1"
+FEAT_ROOT="$2"
+FORMAT="S32"
+CUSTOM_TPLG=""
+PCAN_MODE=0
+
+shift 2
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--format)
+			FORMAT="$2"
+			shift 2
+			;;
+		--pcan)
+			PCAN_MODE=1
+			shift 1
+			;;
+		--tplg)
+			CUSTOM_TPLG="$2"
+			shift 2
+			;;
+		*)
+			usage
+			;;
+	esac
+done
+
+case "$FORMAT" in
+	S16) SF="16" ;;
+	S24) SF="24" ;;
+	S32) SF="32" ;;
+	*) usage ;;
+esac
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+SOF_ROOT="$(cd "$SCRIPT_DIR/../../../../" 2>/dev/null && pwd || true)"
+
+if [[ -z "$SOF_WORKSPACE" ]]; then
+	if [[ -d "$SOF_ROOT/tools/testbench" ]]; then
+		SOF_WORKSPACE="$(cd "$SOF_ROOT/.." && pwd)"
+	fi
+fi
+
+: "${SOF_WORKSPACE:?SOF_WORKSPACE must point at the parent of the sof tree}"
+
+TESTBENCH="${SOF_WORKSPACE}/sof/tools/testbench/build_testbench/install/bin/sof-testbench4"
+if [[ -n "$CUSTOM_TPLG" ]]; then
+	TPLG="$CUSTOM_TPLG"
+elif [[ "$PCAN_MODE" -eq 1 ]]; then
+	TPLG="${SOF_WORKSPACE}/sof/tools/build_tools/topology/topology2/development/sof-hda-benchmark-mfccmel40_10ms_pcan${SF}.tplg"
+else
+	TPLG="${SOF_WORKSPACE}/sof/tools/build_tools/topology/topology2/development/sof-hda-benchmark-mfccmel40_10ms${SF}.tplg"
+fi
+
+[ -x "$TESTBENCH" ] || { echo "Missing testbench: $TESTBENCH" >&2; exit 2; }
+[ -f "$TPLG" ]     || { echo "Missing topology: $TPLG"       >&2; exit 2; }
+[ -d "$WAV_ROOT" ] || { echo "Missing wav_root: $WAV_ROOT"   >&2; exit 2; }
+command -v sox >/dev/null || { echo "sox not on PATH" >&2; exit 2; }
+
+TMPDIR_LOCAL=$(mktemp -d -t sof_mfcc_mww.XXXXXX)
+trap 'rm -rf "$TMPDIR_LOCAL"' EXIT
+
+convert_wav() {
+	local src="$1"
+	local dst="$2"
+
+	# Duplicate utterance with 100ms silence gap to warm up MFCC VAD noise floor
+	case "$FORMAT" in
+		S16) sox "$src" -p pad 0 0.10 | sox - "$src" -R --encoding signed-integer \
+			-L -r 16000 -c 2 -b 16 "$dst" ;;
+		S24) sox "$src" -p pad 0 0.10 | sox - "$src" -R --no-dither --encoding signed-integer \
+			-L -r 16000 -c 2 -b 32 "$dst" vol 0.003906250000 ;;
+		S32) sox "$src" -p pad 0 0.10 | sox - "$src" -R --no-dither --encoding signed-integer \
+			-L -r 16000 -c 2 -b 32 "$dst" ;;
+	esac
+}
+
+process_wav() {
+	local wav="$1"
+	local out_dir="$2"
+	local base
+	base=$(basename "$wav" .wav)
+
+	local raw_in="${TMPDIR_LOCAL}/in.raw"
+	local raw_out="${out_dir}/${base}.raw"
+	local tb_log="${TMPDIR_LOCAL}/tb.log"
+
+	# Calculate expected hop count for the single (original) utterance
+	local orig_samples
+	orig_samples=$(soxi -s "$wav" 2>/dev/null || echo 0)
+	local orig_sr
+	orig_sr=$(soxi -r "$wav" 2>/dev/null || echo 16000)
+	local orig_hops=$(( (orig_samples * 16000 / orig_sr) / 160 ))
+
+	mkdir -p "$out_dir"
+	convert_wav "$wav" "$raw_in"
+	echo "  extracting: ${base}.raw"
+
+	if ! "$TESTBENCH" -d 0 \
+		-r 16000 -c 2 -b "${FORMAT}_LE" -p 3,4 \
+		-t "$TPLG" -i "$raw_in" -o "$raw_out" > "$tb_log" 2>&1; then
+		cat "$tb_log" >&2
+		echo "Error: testbench failed for $wav" >&2
+		return 1
+	fi
+
+	# Retain only the trailing second-half hops where VAD noise floor is fully settled
+	if [[ "$orig_hops" -gt 0 ]]; then
+		python3 - "$raw_out" "$orig_hops" "$PCAN_MODE" <<'PYEOF'
+import sys
+import numpy as np
+
+raw_path = sys.argv[1]
+orig_hops = int(sys.argv[2])
+pcan_mode = int(sys.argv[3])
+
+hop_size = 64 if pcan_mode else 184
+data = np.fromfile(raw_path, dtype=np.uint8)
+if data.size >= hop_size:
+    u32 = data[: (data.size // 4) * 4].view(np.uint32)
+    pos = np.flatnonzero(u32 == 0x6D666363) * 4
+    if len(pos) > orig_hops:
+        start_byte = pos[-orig_hops]
+        data[start_byte:].tofile(raw_path)
+PYEOF
+	fi
+}
+
+total=0
+for label_dir in "$WAV_ROOT"/*/; do
+	[ -d "$label_dir" ] || continue
+	label=$(basename "$label_dir")
+	case "$label" in _*) continue ;; esac
+	out_dir="${FEAT_ROOT}/${label}"
+
+	echo "[label=${label}]"
+	count=0
+	for wav in "$label_dir"*.wav; do
+		[ -f "$wav" ] || continue
+		process_wav "$wav" "$out_dir"
+		count=$((count + 1))
+	done
+	echo "  wrote ${count} feature files to ${out_dir}"
+	total=$((total + count))
+done
+
+echo "-----------------------------------------------------------------"
+echo "Emitted ${total} mel40 feature files under ${FEAT_ROOT}"
+if [[ "$PCAN_MODE" -eq 1 ]]; then
+	echo "Format per hop: 24-byte mfcc_data_header + 40 x int8 PCAN = 64 bytes"
+else
+	echo "Format per hop: 24-byte mfcc_data_header + 40 x int32 Q9.23 = 184 bytes"
+fi
+echo "-----------------------------------------------------------------"
diff --git a/src/audio/microwakeword/tune/sof_mww_dataset.py b/src/audio/microwakeword/tune/sof_mww_dataset.py
new file mode 100644
index 000000000000..0aef83343fab
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_dataset.py
@@ -0,0 +1,332 @@
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+"""
+SOF mel40 feature loader for microWakeWord (MWW) streaming wake-on-voice training.
+
+Consumes the raw hop records emitted by ``sof_mfcc_extract_features.sh`` (one
+file per input WAV, produced by the SOF host testbench):
+
+    <feat_root>/<label>/<basename>.raw
+
+Each hop starts with the on-device wire format:
+
+    struct mfcc_data_header  (24 bytes)  magic, frame_number, reserved,
+                                         energy, noise_energy, vad_flag
+    int32_t values[40]                   Q9.23 mel-log bins
+
+The loader locates hops by scanning for ``MFCC_MAGIC`` (0x6d666363). At each
+magic offset it reads the 24-byte header and the following 40 int32 Q9.23 mel
+bins, converts to float32 (scaled by 2^-23), and slices recordings into
+fixed-size 100-hop windows (1.0 second at 10ms hop stride) for training.
+
+Standalone CLI mode prints dataset shape and class counts:
+
+    python3 sof_mww_dataset.py <feat_root> silence unknown <keyword>
+"""
+
+from __future__ import annotations
+
+import glob
+import os
+import sys
+
+import numpy as np
+
+HOP_HEADER_BYTES = 24
+HOP_BINS = 40
+HOP_BYTES = HOP_HEADER_BYTES + HOP_BINS * 4
+WINDOW_HOPS = 99  # 33 streaming steps of 3 hops (0.99 second at 10 ms hop stride)
+MFCC_MAGIC = 0x6D666363  # 'ccfm' on disk, matches struct mfcc_data_header.magic
+
+# Soft mel-log AGC applied to log10(mel_power) features. Units mirror the Q9.23
+# runtime AGC in mww.c: gain target +0.25 (=+2.5 dB), floor -2.0 (=-20 dB),
+# instant attack against MEL_CLIP_MAX=+1.0 (+10 dB).
+# Dual-rate release recovery:
+#   - Normal release during silence (vad == 0): 1.0 dB/sec
+#   - Super-slow leak during speech (vad == 1): 0.05 dB/sec (1/20th speed)
+# Features are clamped to [AGC_CLIP_MIN, AGC_CLIP_MAX] ([-1.0, +1.0]) to match
+# the Q1.7 dynamic range of mww.c and maximize int8 quantization precision.
+AGC_GAIN_TARGET = 0.25
+AGC_GAIN_FLOOR = -2.0
+AGC_CLIP_MIN = -1.0
+AGC_CLIP_MAX = 1.0
+AGC_RELEASE_STEP_PER_HOP = 0.001          # 1.0 dB/s / (100 hops/s * 10 dB/unit)
+AGC_RELEASE_STEP_SPEECH_PER_HOP = 0.00005 # 0.05 dB/s (1/20th rate)
+
+
+def apply_soft_agc(X: np.ndarray, vad: np.ndarray | None = None) -> np.ndarray:
+    """Apply the mel-log AGC to each window or recording independently.
+
+    Clamps all output feature values to ``[AGC_CLIP_MIN, AGC_CLIP_MAX]`` (``[-1.0, +1.0]``).
+    If ``vad`` is supplied (shape matching time frames), release step recovers at normal
+    speed during silence (vad == 0) and super-slow leak during speech (vad == 1).
+
+    ``X`` can have shape:
+      - ``(T, F)``: single recording / sequence of hops
+      - ``(N, WINDOW_HOPS, HOP_BINS, 1)`` or ``(N, WINDOW_HOPS, HOP_BINS)``: batch of windows
+    Each window or recording gets its own AGC state initialized to ``AGC_GAIN_TARGET``; state
+    is not carried across windows.
+    """
+    if X.size == 0:
+        return X
+
+    orig_shape = X.shape
+    if X.ndim == 2:
+        arr = X[np.newaxis, :, :, np.newaxis]
+    elif X.ndim == 3:
+        arr = X[:, :, :, np.newaxis]
+    elif X.ndim == 4:
+        arr = X
+    else:
+        raise ValueError(f"Expected array with 2, 3, or 4 dimensions, got shape {orig_shape}")
+
+    N, T, F, C = arr.shape
+    out = np.empty_like(arr)
+    for n in range(N):
+        gain = AGC_GAIN_TARGET
+        for t in range(T):
+            hop = arr[n, t, :, 0]
+            headroom = AGC_CLIP_MAX - float(hop.max())
+            if gain > headroom:
+                gain = headroom
+            if gain < AGC_GAIN_FLOOR:
+                gain = AGC_GAIN_FLOOR
+            out[n, t, :, 0] = np.clip(hop + gain, AGC_CLIP_MIN, AGC_CLIP_MAX)
+            is_speech = bool(vad[t]) if (vad is not None and t < len(vad)) else False
+            step = AGC_RELEASE_STEP_SPEECH_PER_HOP if is_speech else AGC_RELEASE_STEP_PER_HOP
+            if gain < AGC_GAIN_TARGET:
+                gain = min(gain + step, AGC_GAIN_TARGET)
+
+    return out.reshape(orig_shape)
+
+
+def load_raw_hops(path: str) -> tuple[np.ndarray, np.ndarray]:
+    """Read a testbench-emitted .raw file, return (N_hops, 40) float32 mel bins and (N_hops,) vad flags.
+
+    Scans the file for MFCC magic markers and decodes the 184-byte hop payloads.
+    """
+    data = np.fromfile(path, dtype=np.uint8)
+    if data.size < HOP_BYTES:
+        return np.zeros((0, HOP_BINS), dtype=np.float32), np.zeros((0,), dtype=np.uint32)
+    n_u32 = data.size // 4
+    u32 = data[: n_u32 * 4].view(np.uint32)
+    magic_positions = np.flatnonzero(u32 == MFCC_MAGIC) * 4
+    if magic_positions.size == 0:
+        return np.zeros((0, HOP_BINS), dtype=np.float32), np.zeros((0,), dtype=np.uint32)
+
+    valid_pos = [p for p in magic_positions if p + HOP_BYTES <= data.size]
+    if not valid_pos:
+        return np.zeros((0, HOP_BINS), dtype=np.float32), np.zeros((0,), dtype=np.uint32)
+
+    n_hops = len(valid_pos)
+    mel = np.empty((n_hops, HOP_BINS), dtype=np.float32)
+    vad = np.empty((n_hops,), dtype=np.uint32)
+
+    for i, p in enumerate(valid_pos):
+        header_bytes = data[p : p + HOP_HEADER_BYTES]
+        vad[i] = np.frombuffer(header_bytes[20:24], dtype=np.uint32)[0]
+        mel_bytes = data[p + HOP_HEADER_BYTES : p + HOP_BYTES]
+        mel_q23 = np.frombuffer(mel_bytes, dtype=np.int32)
+        mel[i] = mel_q23.astype(np.float32) / (1 << 23)
+
+    return mel, vad
+
+
+def build_silence_pool(feat_root: str) -> np.ndarray:
+    """Load and concatenate all silence/noise raw feature files into a single background pool."""
+    silence_dirs = ["silence", "noise", "background"]
+    all_silence: list[np.ndarray] = []
+    for sdir in silence_dirs:
+        pattern = os.path.join(feat_root, sdir, "*.raw")
+        for f in sorted(glob.glob(pattern)):
+            mel, _ = load_raw_hops(f)
+            if mel.shape[0] > 0:
+                all_silence.append(mel)
+
+    if all_silence:
+        return np.concatenate(all_silence, axis=0)
+    # Fallback to pure baseline silence if no silence files exist
+    return np.full((1000, HOP_BINS), AGC_CLIP_MIN, dtype=np.float32)
+
+
+def build_ambient_pool(feat_root: str) -> np.ndarray:
+    """Build a pool of low-level ambient room background (excluding loud dishwashing/tap noise)."""
+    silence_pool = build_silence_pool(feat_root)
+    mask = silence_pool.mean(axis=1) < -0.1
+    if np.any(mask):
+        return silence_pool[mask]
+    return np.full((1000, HOP_BINS), AGC_CLIP_MIN, dtype=np.float32)
+
+
+def slice_into_windows(
+    mel: np.ndarray,
+    window_hops: int = WINDOW_HOPS,
+    hop_step: int = 10,
+    pad_value: float = AGC_CLIP_MIN,
+) -> np.ndarray:
+    """Slice (N_hops, 40) into (M, window_hops, 40) overlapping windows."""
+    n_hops = mel.shape[0]
+    if n_hops < window_hops:
+        # Pad short recordings at the end with silence pad_value
+        pad = np.full((window_hops - n_hops, HOP_BINS), pad_value, dtype=mel.dtype)
+        return np.concatenate([mel, pad], axis=0)[np.newaxis, ...]
+
+    starts = list(range(0, n_hops - window_hops + 1, hop_step))
+    if not starts or starts[-1] != (n_hops - window_hops):
+        starts.append(n_hops - window_hops)
+    windows = [mel[s : s + window_hops] for s in starts]
+    return np.stack(windows, axis=0)
+
+
+def load_dataset(
+    feat_root: str,
+    labels: list[str],
+    window_hops: int = WINDOW_HOPS,
+    jitter_pos_count: int = 6,
+    jitter_neg_count: int = 4,
+    hop_step_long: int = 5,
+    gain_aug_db_min: float = -8.0,
+    gain_aug_db_max: float = 3.0,
+    seed: int = 0,
+) -> tuple[np.ndarray, np.ndarray]:
+    """Load and augment feature recordings from <feat_root>/<label>/*.raw.
+
+    Applies streaming-aware temporal augmentations:
+      - Stratified multi-tier gain augmentation (quiet/far-field, moderate, nominal)
+      - Random time-shift jitter inside a continuous ambient silence slice for keywords
+      - Hard negative mining with partial-keyword onset/offset fragments (y=0)
+      - Dense temporal slicing and background mixing for non-target speech (y=0)
+    """
+    rng = np.random.default_rng(seed)
+    ambient_pool = build_ambient_pool(feat_root)
+
+    def sample_silence_window(length: int) -> np.ndarray:
+        if ambient_pool.shape[0] <= length:
+            return np.full((length, HOP_BINS), AGC_CLIP_MIN, dtype=np.float32)
+        idx = rng.integers(0, ambient_pool.shape[0] - length)
+        return ambient_pool[idx : idx + length].copy()
+
+    def sample_stratified_gain(idx: int, total: int) -> float:
+        """Sample gain with balanced coverage across quiet, moderate, and nominal tiers."""
+        if gain_aug_db_min is None or gain_aug_db_max is None:
+            return 0.0
+        g_min = gain_aug_db_min
+        g_max = gain_aug_db_max
+        span = g_max - g_min
+        # Split into 3 equal tiers: Tier 0 (quiet/far-field), Tier 1 (moderate), Tier 2 (nominal)
+        tier_size = span / 3.0
+        tier = idx % 3
+        tier_min = g_min + tier * tier_size
+        tier_max = tier_min + tier_size
+        gain_db = rng.uniform(tier_min, tier_max)
+        return gain_db * 0.1
+
+    all_X: list[np.ndarray] = []
+    all_y: list[int] = []
+
+    for label in labels:
+        label_dir = os.path.join(feat_root, label)
+        raw_files = sorted(glob.glob(os.path.join(label_dir, "*.raw")))
+        if not raw_files:
+            print(f"Warning: no .raw feature files found in {label_dir}", file=sys.stderr)
+            continue
+
+        is_keyword = (label not in ("ambient", "silence", "unknown", "noise", "background", "babble"))
+        is_silence = (label in ("ambient", "silence", "noise", "background", "babble"))
+
+        for f in raw_files:
+            mel, _ = load_raw_hops(f)
+            if mel.shape[0] == 0:
+                continue
+
+            T = mel.shape[0]
+
+            if is_keyword:
+                # 1. Positive class: Complete keyword with random start offsets & stratified gain
+                for j in range(jitter_pos_count):
+                    win = sample_silence_window(window_hops)
+                    gain_lin = sample_stratified_gain(j, jitter_pos_count)
+
+                    if T <= window_hops:
+                        offset = rng.integers(0, max(1, window_hops - T + 1))
+                        win[offset : offset + T] = mel + gain_lin
+                    else:
+                        offset = rng.integers(0, T - window_hops + 1)
+                        win = mel[offset : offset + window_hops] + gain_lin
+
+                    all_X.append(win)
+                    all_y.append(1)
+
+                # 2. Hard Negative Mining: Partial keyword fragments (onset only, offset only)
+                if T < window_hops:
+                    gain_p = sample_stratified_gain(0, 3)
+                    # Leading partial (first 30-50% of utterance at window end)
+                    win_p = sample_silence_window(window_hops)
+                    prefix_len = max(5, int(T * rng.uniform(0.3, 0.6)))
+                    win_p[window_hops - prefix_len :] = mel[:prefix_len] + gain_p
+                    all_X.append(win_p)
+                    all_y.append(0)
+
+                    # Trailing partial (last 30-50% of utterance at window start)
+                    gain_s = sample_stratified_gain(1, 3)
+                    win_s = sample_silence_window(window_hops)
+                    suffix_len = max(5, int(T * rng.uniform(0.3, 0.6)))
+                    win_s[:suffix_len] = mel[T - suffix_len :] + gain_s
+                    all_X.append(win_s)
+                    all_y.append(0)
+
+            elif is_silence:
+                # Silence: slice across recording
+                if T >= window_hops:
+                    for s in range(0, T - window_hops + 1, 10):
+                        all_X.append(mel[s : s + window_hops])
+                        all_y.append(0)
+                else:
+                    all_X.append(sample_silence_window(window_hops))
+                    all_y.append(0)
+
+            else:
+                # Non-target speech (unknown): temporal jitter & stratified gain
+                for j in range(jitter_neg_count):
+                    win = sample_silence_window(window_hops)
+                    gain_lin = sample_stratified_gain(j, jitter_neg_count)
+
+                    if T <= window_hops:
+                        offset = rng.integers(0, max(1, window_hops - T + 1))
+                        win[offset : offset + T] = mel + gain_lin
+                    else:
+                        offset = rng.integers(0, T - window_hops + 1)
+                        win = mel[offset : offset + window_hops] + gain_lin
+
+                    all_X.append(win)
+                    all_y.append(0)
+
+                # If long recording, add intermediate overlapping slices
+                if T > window_hops + hop_step_long:
+                    for s in range(0, T - window_hops + 1, hop_step_long):
+                        all_X.append(mel[s : s + window_hops])
+                        all_y.append(0)
+
+    # Add pure baseline silence windows to teach network that quiescent background is y=0
+    for _ in range(1000):
+        all_X.append(np.full((window_hops, HOP_BINS), AGC_CLIP_MIN, dtype=np.float32))
+        all_y.append(0)
+
+    if not all_X:
+        return np.zeros((0, window_hops, HOP_BINS, 1), dtype=np.float32), np.zeros((0,), dtype=np.int32)
+
+    X = np.stack(all_X, axis=0)[..., np.newaxis]
+    y = np.array(all_y, dtype=np.int32)
+    return X, y
+
+
+if __name__ == "__main__":
+    if len(sys.argv) < 3:
+        print(f"Usage: {sys.argv[0]} <feat_root> <label1> [<label2> ...]")
+        sys.exit(1)
+
+    feat_root = sys.argv[1]
+    labels = sys.argv[2:]
+    X, y = load_dataset(feat_root, labels)
+    print(f"Loaded dataset: X shape = {X.shape}, y shape = {y.shape}")
+    print(f"Positive samples (y=1): {np.sum(y == 1)}, Negative samples (y=0): {np.sum(y == 0)}")
diff --git a/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset.sh b/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset.sh
new file mode 100755
index 000000000000..9e5005c4d591
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset.sh
@@ -0,0 +1,464 @@
+#!/bin/bash
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# Generate a synthetic keyword WAV dataset for microWakeWord (MWW) with
+# piper-sample-generator (multi-speaker LibriTTS-R), augment it (impulse-response
+# convolution, volume jitter, resample to 16 kHz), and drop the result into
+# the layout expected by sof_mfcc_extract_features.sh:
+#
+#   <out_root>/<label>/*.wav
+#
+# Companion `silence` and `unknown` classes are NOT produced here — those are
+# dataset-wide and best sourced from Speech Commands v2 (see
+# sof_mww_prepare_silence_unknown.sh).
+#
+# Requirements:
+#   - piper-sample-generator installed in an activated venv (or $PIPER_VENV set).
+#   - LibriTTS-R generator checkpoint at $PIPER_MODEL. Fetch once with:
+#       wget -O <models>/en_US-libritts_r-medium.pt \
+#         https://github.com/rhasspy/piper-sample-generator/releases/download/v2.0.0/en_US-libritts_r-medium.pt
+#   - sox on PATH.
+#
+# Env knobs (all optional):
+#   PIPER_VENV      Path to a Piper venv to auto-activate.
+#   PIPER_MODEL     Path to the LibriTTS-R .pt checkpoint.
+#   PIPER_REPO      Path to a piper-sample-generator git clone root.
+#   MAX_SAMPLES     Positive clips per speaking-rate loop (default 1000).
+#   MAX_SPEAKERS    Cap on speaker-embedding index (default 200).
+#   SLERP_WEIGHTS   Speaker blending weights passed to generator (default "0.0").
+#   GAIN_NORM          1 = peak-normalize each final WAV to GAIN_PEAK_DBFS (default 1).
+#                   0 = leave baseline (default 1).
+#   GAIN_PEAK_DBFS  Peak-normalization target in dBFS (default -10).
+#   GAIN_SIGMA_DB   Gaussian jitter sigma in dB (default 5).
+#   GAIN_HEADROOM_DB Headroom below full scale (default 1).
+#   NOISE_AUG       1 = mix background noise onto positives, 0 = disable (default 1).
+#   NOISE_PROB      Probability of mixing noise into a clip (default 0.9).
+#   NOISE_SNR_MIN_DB Min SNR in dB (default 0).
+#   NOISE_SNR_MAX_DB Max SNR in dB (default 25).
+#   NOISE_DIR       Directory of *.wav background noise files (default:
+#                   $SC_CACHE/_background_noise_ or ~/.cache/speech_commands_v2/_background_noise_).
+#   NOISE_STATIONARY_BIAS Probability of picking from the stationary-noise subset
+#                   (white/pink/exercise_bike/running_tap) when it exists (default 0.7).
+
+set -e
+
+KEYWORDS=()
+LABELS=()
+OUT_ROOT=""
+
+usage() {
+	cat >&2 <<EOF
+Usage: $0 --keyword "<text>" [--keyword "<text>" ...] \\
+          [--label <dir> ...] [--model <path.pt>] <out_root>
+
+  --keyword TEXT   Spoken phrase to synthesize (repeatable; at least one).
+  --label DIR      Output subdir name under <out_root>. Repeat once per
+                   --keyword to override the default naming. If omitted,
+                   each label is derived from its keyword by lower-casing
+                   and replacing spaces with underscores.
+  --model PATH     Path to PyTorch .pt checkpoint (default: \$PIPER_MODEL).
+  --venv  PATH     Path to piper virtual environment (default: \$PIPER_VENV).
+  out_root         Dataset root; <label>/*.wav is produced under it for each
+                   keyword, ready to feed to
+                   sof_mfcc_extract_features.sh <out_root> <feat_root>.
+
+Optional env: PIPER_VENV, PIPER_MODEL, PIPER_REPO, MAX_SAMPLES, MAX_SPEAKERS.
+EOF
+	exit 1
+}
+
+while [[ $# -gt 0 ]]; do
+	case "$1" in
+		-k|--keyword)
+			[[ $# -ge 2 ]] || usage
+			KEYWORDS+=("$2"); shift 2 ;;
+		-l|--label)
+			[[ $# -ge 2 ]] || usage
+			LABELS+=("$2"); shift 2 ;;
+		-m|--model)
+			[[ $# -ge 2 ]] || usage
+			PIPER_MODEL="$2"; shift 2 ;;
+		--venv)
+			[[ $# -ge 2 ]] || usage
+			PIPER_VENV="$2"; shift 2 ;;
+		-h|--help)
+			usage ;;
+		--)
+			shift; break ;;
+		-*)
+			echo "unknown option: $1" >&2; usage ;;
+		*)
+			if [[ -z "$OUT_ROOT" ]]; then
+				OUT_ROOT="$1"; shift
+			else
+				echo "unexpected positional: $1" >&2; usage
+			fi ;;
+	esac
+done
+
+if [[ -z "$OUT_ROOT" || ${#KEYWORDS[@]} -eq 0 ]]; then
+	usage
+fi
+
+if [[ ${#LABELS[@]} -gt 0 && ${#LABELS[@]} -ne ${#KEYWORDS[@]} ]]; then
+	echo "--label given ${#LABELS[@]} time(s) but --keyword given ${#KEYWORDS[@]} time(s); counts must match" >&2
+	exit 1
+fi
+
+if [[ ${#LABELS[@]} -eq 0 ]]; then
+	for kw in "${KEYWORDS[@]}"; do
+		LABELS+=("$(echo "$kw" | tr ' A-Z' '_a-z')")
+	done
+fi
+
+: "${MAX_SAMPLES:=1000}"
+: "${MAX_SPEAKERS:=200}"
+: "${SLERP_WEIGHTS:=0.0}"
+: "${GAIN_NORM:=1}"
+: "${GAIN_PEAK_DBFS:=-10}"
+: "${NOISE_AUG:=1}"
+: "${NOISE_PROB:=0.9}"
+: "${NOISE_SNR_MIN_DB:=0.0}"
+: "${NOISE_SNR_MAX_DB:=25.0}"
+: "${NOISE_DIR:=}"
+: "${NOISE_STATIONARY_BIAS:=0.7}"
+: "${SC_CACHE:=$HOME/.cache/speech_commands_v2}"
+: "${IR_DIR:=}"
+
+# Locate default Impulse Response directory if not explicitly provided
+if [[ -z "$IR_DIR" ]]; then
+	for cand in \
+		"$HOME/git/piper-sample-generator/piper_sample_generator/impulses" \
+		"$HOME/.local/share/piper-sample-generator/impulses"
+	do
+		if [[ -d "$cand" ]]; then
+			IR_DIR="$cand"
+			break
+		fi
+	done
+fi
+
+if [[ -z "$NOISE_DIR" && -d "$SC_CACHE/_background_noise_" ]]; then
+	NOISE_DIR="$SC_CACHE/_background_noise_"
+fi
+
+apply_peak_norm() {
+	local dir="$1"
+	local tmp
+	tmp=$(mktemp --suffix=.wav)
+	for wav in "$dir"/*.wav; do
+		[ -f "$wav" ] || continue
+		sox "$wav" "$tmp" gain -n "$GAIN_PEAK_DBFS"
+		mv "$tmp" "$wav"
+	done
+	rm -f "$tmp"
+}
+
+if [[ -n "$PIPER_VENV" ]]; then
+	if [[ -f "$PIPER_VENV/bin/activate" ]]; then
+		# shellcheck disable=SC1091
+		source "$PIPER_VENV/bin/activate"
+	else
+		echo ">>> PIPER_VENV=$PIPER_VENV has no bin/activate; assuming environment is active" >&2
+	fi
+fi
+
+if ! command -v python3 >/dev/null; then
+	echo "python3 not on PATH" >&2
+	exit 1
+fi
+
+if ! command -v sox >/dev/null; then
+	echo "sox not on PATH" >&2
+	exit 1
+fi
+
+if [[ -z "$PIPER_MODEL" ]]; then
+	for cand in \
+		"$HOME/git/piper-sample-generator/models/en_US-libritts_r-medium.pt" \
+		"$HOME/.local/share/piper-sample-generator/en_US-libritts_r-medium.pt"
+	do
+		if [[ -f "$cand" ]]; then
+			PIPER_MODEL="$cand"
+			break
+		fi
+	done
+fi
+
+if [[ -z "$PIPER_MODEL" || ! -f "$PIPER_MODEL" ]]; then
+	cat >&2 <<EOF
+Piper generator checkpoint not found: ${PIPER_MODEL:-<unset>}
+Fetch it once with:
+  mkdir -p \$HOME/git/piper-sample-generator/models
+  wget -O \$HOME/git/piper-sample-generator/models/en_US-libritts_r-medium.pt \\
+    https://github.com/rhasspy/piper-sample-generator/releases/download/v2.0.0/en_US-libritts_r-medium.pt
+or point \$PIPER_MODEL at the downloaded .pt file.
+EOF
+	exit 1
+fi
+
+if [[ -z "$PIPER_REPO" && "$PIPER_MODEL" == */models/*.pt ]]; then
+	candidate=$(cd "$(dirname "$PIPER_MODEL")/.." && pwd)
+	if [[ -d "$candidate/piper_train" ]]; then
+		PIPER_REPO="$candidate"
+	fi
+fi
+
+if [[ -n "$PIPER_REPO" ]]; then
+	if ! python3 -c "import piper_train" 2>/dev/null; then
+		export PYTHONPATH="$PIPER_REPO${PYTHONPATH:+:$PYTHONPATH}"
+		echo ">>> Added $PIPER_REPO to PYTHONPATH for piper_train"
+	fi
+fi
+
+if ! python3 -c "import piper_sample_generator" 2>/dev/null; then
+	echo "piper_sample_generator not importable — activate the Piper venv first" >&2
+	echo "(or pass --venv /path/to/venv or set PIPER_VENV=/path/to/venv)" >&2
+	exit 1
+fi
+
+if ! python3 -c "import piper_train" 2>/dev/null; then
+	cat >&2 <<EOF
+piper_train not importable. Upstream ships it in the git repo but does not
+pip-install it. Either:
+  - set PIPER_REPO=/path/to/piper-sample-generator (git clone root), or
+  - run this script with the repo root on PYTHONPATH.
+EOF
+	exit 1
+fi
+
+RESULTS=()
+for i in "${!KEYWORDS[@]}"; do
+	KEYWORD="${KEYWORDS[$i]}"
+	LABEL="${LABELS[$i]}"
+	RAW_DIR="$OUT_ROOT/_raw/$LABEL"
+	FINAL_DIR="$OUT_ROOT/$LABEL"
+	mkdir -p "$RAW_DIR" "$FINAL_DIR"
+
+	echo ">>> [$((i + 1))/${#KEYWORDS[@]}] Generating '$KEYWORD' into $RAW_DIR"
+	echo "    model=$PIPER_MODEL"
+	echo "    max_samples=$MAX_SAMPLES per rate loop, max_speakers=$MAX_SPEAKERS"
+
+	# Loop over speaking rates for prosody variety.
+	for scale in 0.9 1.0 1.1; do
+		echo ">>> length_scale=$scale"
+		python3 -m piper_sample_generator "$KEYWORD" \
+			--model "$PIPER_MODEL" \
+			--max-samples "$MAX_SAMPLES" \
+			--max-speakers "$MAX_SPEAKERS" \
+			--slerp-weights $SLERP_WEIGHTS \
+			--length-scales "$scale" \
+			--output-dir "$RAW_DIR"
+		tag="s$(echo "$scale" | tr -d .)"
+		for f in "$RAW_DIR"/*.wav; do
+			base=$(basename "$f" .wav)
+			case "$base" in
+				s*_*) continue ;;
+			esac
+			mv "$f" "$RAW_DIR/${tag}_${base}.wav"
+		done
+	done
+
+	echo ">>> Augmenting into $FINAL_DIR (16 kHz resampling, Accoustic2 RIR, additive noise NOISE_PROB=$NOISE_PROB SNR=[$NOISE_SNR_MIN_DB,$NOISE_SNR_MAX_DB] dB)"
+	export IR_AUG IR_PROB IR_WET IR_DIR
+	export NOISE_AUG NOISE_PROB NOISE_SNR_MIN_DB NOISE_SNR_MAX_DB NOISE_DIR NOISE_STATIONARY_BIAS
+	python3 - "$RAW_DIR" "$FINAL_DIR" <<'PYEOF'
+import glob
+from math import gcd
+import os
+import random
+import sys
+import wave
+from pathlib import Path
+import numpy as np
+
+src_dir, dst_dir = sys.argv[1], sys.argv[2]
+Path(dst_dir).mkdir(parents=True, exist_ok=True)
+
+ir_aug_enabled = os.environ.get("IR_AUG", "1") == "1"
+ir_prob = float(os.environ.get("IR_PROB", "0.50"))
+ir_wet = float(os.environ.get("IR_WET", "0.20"))
+ir_dir = os.environ.get("IR_DIR", "").strip()
+
+noise_aug_enabled = os.environ.get("NOISE_AUG", "1") == "1"
+noise_prob = float(os.environ.get("NOISE_PROB", "0.9"))
+noise_snr_min = float(os.environ.get("NOISE_SNR_MIN_DB", "0.0"))
+noise_snr_max = float(os.environ.get("NOISE_SNR_MAX_DB", "25.0"))
+noise_dir = os.environ.get("NOISE_DIR", "").strip()
+noise_stationary_bias = float(os.environ.get("NOISE_STATIONARY_BIAS", "0.7"))
+
+# Broadband, near-stationary noise files in Google Speech Commands v2 _background_noise_.
+# The runtime microphone floor is dominated by stationary broadband hiss, so we bias
+# the mix toward these to match observed capture conditions.
+STATIONARY_NOISE_NAMES = {
+    "white_noise.wav", "pink_noise.wav",
+    "exercise_bike.wav", "running_tap.wav",
+}
+
+try:
+    from scipy.signal import fftconvolve, resample_poly
+    has_scipy = True
+except ImportError:
+    has_scipy = False
+
+def read_wav_float(path, target_sr=16000):
+    with wave.open(path, "rb") as wi:
+        sr = wi.getframerate()
+        nch = wi.getnchannels()
+        sw = wi.getsampwidth()
+        nframes = wi.getnframes()
+        raw = wi.readframes(nframes)
+    if sw == 2:
+        samples = np.frombuffer(raw, dtype=np.int16).astype(np.float32) / 32768.0
+    elif sw == 3:
+        b = np.frombuffer(raw, dtype=np.uint8).reshape(-1, 3)
+        b4 = np.pad(b, ((0,0),(1,0)), mode='constant')
+        samples = (b4.view(np.int32).squeeze() >> 8).astype(np.float32) / 8388608.0
+    elif sw == 4:
+        samples = np.frombuffer(raw, dtype=np.int32).astype(np.float32) / 2147483648.0
+    else:
+        samples = np.frombuffer(raw, dtype=np.int16).astype(np.float32) / 32768.0
+    if nch > 1:
+        samples = samples.reshape(-1, nch).mean(axis=1)
+
+    if sr != target_sr:
+        if has_scipy:
+            g = gcd(target_sr, sr)
+            samples = resample_poly(samples, target_sr // g, sr // g)
+        else:
+            orig_len = len(samples)
+            new_len = int(orig_len * target_sr / sr)
+            samples = np.interp(np.linspace(0, orig_len, new_len), np.arange(orig_len), samples)
+    return samples
+
+REALISTIC_IR_NAMES = {"Accoustic2_Impulse.wav"}
+
+ir_files = []
+if ir_aug_enabled and ir_dir and os.path.isdir(ir_dir):
+    all_irs = sorted(glob.glob(os.path.join(ir_dir, "*.wav")))
+    filtered = [f for f in all_irs if os.path.basename(f) in REALISTIC_IR_NAMES]
+    ir_files = filtered if filtered else all_irs
+
+if ir_files:
+    names = ", ".join(os.path.basename(p) for p in ir_files)
+    print(f"    Loaded {len(ir_files)} realistic RIR impulses ({names})", file=sys.stderr)
+else:
+    print("    RIR augmentation disabled or no impulse files found", file=sys.stderr)
+
+ir_cache = []
+max_ir_samples = int(0.35 * 16000)
+for ir_p in ir_files:
+    h = read_wav_float(ir_p, target_sr=16000)
+    if h.size > 0:
+        if h.size > max_ir_samples:
+            h = h[:max_ir_samples]
+            fade_len = int(0.10 * max_ir_samples)
+            h[-fade_len:] *= np.linspace(1.0, 0.0, fade_len)
+        ir_cache.append(h)
+
+noise_files = []
+if noise_aug_enabled and noise_dir and os.path.isdir(noise_dir):
+    noise_files = sorted(glob.glob(os.path.join(noise_dir, "*.wav")))
+
+noise_cache = []
+stationary_indices = []
+for idx, n_p in enumerate(noise_files):
+    n_samp = read_wav_float(n_p, target_sr=16000)
+    if n_samp.size > 0:
+        noise_cache.append(n_samp)
+        if os.path.basename(n_p) in STATIONARY_NOISE_NAMES:
+            stationary_indices.append(len(noise_cache) - 1)
+
+if noise_cache:
+    print(
+        f"    Loaded {len(noise_cache)} noise files from {noise_dir} "
+        f"({len(stationary_indices)} stationary, bias={noise_stationary_bias})",
+        file=sys.stderr,
+    )
+else:
+    print("    Noise augmentation disabled or no noise files found", file=sys.stderr)
+
+def write_wav_int16(path, samples, sr=16000):
+    samples = np.clip(samples, -1.0, 1.0)
+    int16_data = (samples * 32767.0).astype(np.int16).tobytes()
+    with wave.open(path, "wb") as wo:
+        wo.setframerate(sr)
+        wo.setnchannels(1)
+        wo.setsampwidth(2)
+        wo.writeframes(int16_data)
+
+rng = random.Random(42)
+np_rng = np.random.default_rng(42)
+
+def pick_noise_index():
+    if stationary_indices and rng.random() < noise_stationary_bias:
+        return rng.choice(stationary_indices)
+    return rng.randrange(len(noise_cache))
+
+for f in sorted(glob.glob(os.path.join(src_dir, "*.wav"))):
+    x = read_wav_float(f, target_sr=16000)
+    if x.size == 0:
+        continue
+
+    if ir_cache and rng.random() < ir_prob:
+        h = rng.choice(ir_cache)
+        if has_scipy:
+            wet = fftconvolve(x, h, mode="full")
+        else:
+            wet = np.convolve(x, h, mode="full")
+
+        max_out_len = x.size + int(0.20 * 16000)
+        if wet.size > max_out_len:
+            wet = wet[:max_out_len]
+
+        dry_peak = np.max(np.abs(x)) if x.size else 0.0
+        wet_peak = np.max(np.abs(wet)) if wet.size else 0.0
+        if wet_peak > 1e-9 and dry_peak > 1e-9:
+            wet = wet * (dry_peak / wet_peak)
+
+        pad = wet.size - x.size
+        dry_padded = np.pad(x, (0, pad)) if pad > 0 else x[:wet.size]
+        x = (1.0 - ir_wet) * dry_padded + ir_wet * wet
+
+    if noise_cache and rng.random() < noise_prob:
+        n_audio = noise_cache[pick_noise_index()]
+        if n_audio.size >= x.size:
+            start = np_rng.integers(0, n_audio.size - x.size + 1)
+            n_slice = n_audio[start : start + x.size]
+        else:
+            reps = (x.size // n_audio.size) + 1
+            n_slice = np.tile(n_audio, reps)[:x.size]
+
+        speech_rms = float(np.sqrt(np.mean(x ** 2)))
+        noise_rms = float(np.sqrt(np.mean(n_slice ** 2)))
+        if speech_rms > 1e-5 and noise_rms > 1e-5:
+            snr_db = np_rng.uniform(noise_snr_min, noise_snr_max)
+            target_noise_rms = speech_rms * (10.0 ** (-snr_db / 20.0))
+            x = x + (target_noise_rms / noise_rms) * n_slice
+
+    out_name = os.path.basename(f)
+    write_wav_int16(os.path.join(dst_dir, out_name), x, sr=16000)
+
+PYEOF
+
+	if [[ "$GAIN_NORM" = "1" ]]; then
+		echo ">>> Applying peak normalization (${GAIN_PEAK_DBFS} dBFS) to $FINAL_DIR"
+		apply_peak_norm "$FINAL_DIR"
+	fi
+
+	n_raw=$(find "$RAW_DIR" -name '*.wav' | wc -l)
+	n_final=$(find "$FINAL_DIR" -name '*.wav' | wc -l)
+	echo ">>> [$LABEL] $n_raw raw / $n_final augmented WAVs in $FINAL_DIR"
+	RESULTS+=("$LABEL: $n_raw raw / $n_final augmented")
+done
+
+echo ">>> Done:"
+for line in "${RESULTS[@]}"; do
+	echo "    $line"
+done
+KW_ARGS=""
+for lbl in "${LABELS[@]}"; do
+	KW_ARGS+=" --keyword $lbl"
+done
+echo ">>> Next: sof_mww_train_pipeline.sh$KW_ARGS $OUT_ROOT <feat_root> <out_dir>"
diff --git a/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_from_dir.sh b/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_from_dir.sh
new file mode 100755
index 000000000000..ed7665ac7df8
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_from_dir.sh
@@ -0,0 +1,510 @@
+#!/bin/bash
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# Prepare and augment a positive keyword WAV dataset for microWakeWord (MWW)
+# from a directory of recorded real speech WAV samples (e.g. collected microphone
+# audio).
+#
+# Combines:
+#   1. Conversion/resampling of clean real speech samples to 16 kHz 16-bit mono.
+#   2. Retention of clean unperturbed samples in the dataset.
+#   3. Sox pitch & tempo perturbation (prosody/speaker expansion).
+#   4. Room Impulse Response (RIR) reverberation convolution.
+#   5. Additive background noise mixing across a range of SNR levels (10-30 dB).
+#   6. Gaussian level / gain jitter across volume levels (-12 dB to +6 dB / peak target).
+#
+# Output layout (ready for sof_mfcc_extract_features.sh / sof_mww_train_pipeline.sh):
+#   <out_root>/<label>/*.wav       augmented and clean 16 kHz 16-bit mono clips
+#   <out_root>/_raw/<label>/*.wav  clean resampled baseline clips
+#
+# Requirements:
+#   - sox on PATH
+#   - python3 with numpy and scipy (or audiomentations)
+#
+# Env knobs (all optional):
+#   MAX_SAMPLES        Target total number of output WAVs per keyword (default 1000).
+#   PERTURB_PER_UTT    Number of sox pitch/tempo perturbed copies per utterance
+#                      (default: auto-calculated from MAX_SAMPLES, or set explicitly).
+#   PITCH_CENTS_MAX    Max pitch shift in cents (+/- 250 = 2.5 semitones, default 250).
+#   TEMPO_MIN/MAX      Min/max tempo multiplier (default: 0.90 to 1.15).
+#   IR_AUG             1 = enable RIR convolution, 0 = disable (default 1).
+#   IR_PROB            Probability of applying RIR to an augmented clip (default 0.50).
+#   IR_WET             Wet/dry mix for RIR convolution (default 0.20).
+#   IR_DIR             Directory containing *.wav impulse responses.
+#   NOISE_AUG          1 = enable additive noise mixing, 0 = disable (default 1).
+#   NOISE_PROB         Probability of mixing background noise (default 0.60).
+#   NOISE_SNR_MIN_DB   Min SNR in dB for noise mixing (default 12.0).
+#   NOISE_SNR_MAX_DB   Max SNR in dB for noise mixing (default 30.0).
+#   NOISE_DIR          Directory containing background noise WAVs (default:
+#                      $SC_CACHE/_background_noise_ or ~/.cache/speech_commands_v2/_background_noise_).
+#   NOISE_STATIONARY_BIAS Probability of picking from the stationary-noise subset
+#                      (white/pink/exercise_bike/running_tap) when it exists (default 0.7).
+#   GAIN_NORM          1 = peak-normalize all clean WAVs to GAIN_PEAK_DBFS, 0 = keep input level (default 1).
+#   GAIN_PEAK_DBFS     Peak-normalization target in dBFS (default -10).
+
+set -e
+
+SRC_DIRS=()
+LABELS=()
+OUT_ROOT=""
+
+usage() {
+	cat >&2 <<EOF
+Usage: $0 --src-dir <dir> [--label <name>] \\
+          [--src-dir <dir2> [--label <name2>] ...] <out_root>
+       or:
+       $0 --keyword-dir [<label>:]<dir> [...] <out_root>
+
+  --src-dir DIR           Directory containing source .wav recordings of the keyword.
+  --label   NAME          Output subdirectory name under <out_root> (e.g. hi_intel).
+                          Defaults to the basename of DIR or common file prefix.
+  --keyword-dir [LBL:]DIR Combination argument specifying label and source dir.
+  out_root                Dataset root; <label>/*.wav is produced under it,
+                          ready for sof_mfcc_extract_features.sh / sof_mww_train_pipeline.sh.
+
+Optional env:
+  MAX_SAMPLES, PERTURB_PER_UTT, PITCH_CENTS_MAX, TEMPO_MIN/MAX,
+  IR_AUG, IR_PROB, IR_WET, IR_DIR,
+  NOISE_AUG, NOISE_PROB, NOISE_SNR_MIN_DB, NOISE_SNR_MAX_DB, NOISE_DIR,
+  GAIN_AUG, GAIN_PEAK_DBFS, GAIN_SIGMA_DB, GAIN_HEADROOM_DB.
+EOF
+	exit 1
+}
+
+while [[ $# -gt 0 ]]; do
+	case "$1" in
+		-s|--src-dir)
+			[[ $# -ge 2 ]] || usage
+			SRC_DIRS+=("$2"); shift 2 ;;
+		-l|--label)
+			[[ $# -ge 2 ]] || usage
+			LABELS+=("$2"); shift 2 ;;
+		-k|--keyword-dir)
+			[[ $# -ge 2 ]] || usage
+			arg="$2"
+			if [[ "$arg" == *:* ]]; then
+				lbl="${arg%%:*}"
+				sdir="${arg#*:}"
+			else
+				sdir="$arg"
+				lbl="$(basename "$sdir")"
+			fi
+			SRC_DIRS+=("$sdir")
+			LABELS+=("$lbl")
+			shift 2 ;;
+		-h|--help)
+			usage ;;
+		--)
+			shift; break ;;
+		-*)
+			echo "unknown option: $1" >&2; usage ;;
+		*)
+			if [[ -z "$OUT_ROOT" ]]; then
+				OUT_ROOT="$1"; shift
+			else
+				echo "unexpected positional: $1" >&2; usage
+			fi ;;
+	esac
+done
+
+if [[ -z "$OUT_ROOT" || ${#SRC_DIRS[@]} -eq 0 ]]; then
+	usage
+fi
+
+if [[ ${#LABELS[@]} -gt 0 && ${#LABELS[@]} -ne ${#SRC_DIRS[@]} ]]; then
+	echo "--label given ${#LABELS[@]} time(s) but --src-dir given ${#SRC_DIRS[@]} time(s); counts must match" >&2
+	exit 1
+fi
+
+if [[ ${#LABELS[@]} -eq 0 ]]; then
+	for sdir in "${SRC_DIRS[@]}"; do
+		base="$(basename "$(realpath "$sdir")")"
+		if [[ "$base" == "audio" || "$base" == "wav" || "$base" == "wavs" ]]; then
+			parent="$(basename "$(dirname "$(realpath "$sdir")")")"
+			base="$parent"
+		fi
+		LABELS+=("$(echo "$base" | tr ' A-Z-' '_a-z_')")
+	done
+fi
+
+: "${MAX_SAMPLES:=1000}"
+: "${PITCH_CENTS_MAX:=250}"
+: "${TEMPO_MIN:=0.90}"
+: "${TEMPO_MAX:=1.15}"
+: "${IR_AUG:=1}"
+: "${IR_PROB:=0.50}"
+: "${IR_WET:=0.20}"
+: "${IR_DIR:=}"
+: "${NOISE_AUG:=1}"
+: "${NOISE_PROB:=0.60}"
+: "${NOISE_SNR_MIN_DB:=12.0}"
+: "${NOISE_SNR_MAX_DB:=30.0}"
+: "${NOISE_DIR:=}"
+: "${NOISE_STATIONARY_BIAS:=0.7}"
+: "${GAIN_NORM:=1}"
+: "${GAIN_PEAK_DBFS:=-10}"
+: "${SC_CACHE:=$HOME/.cache/speech_commands_v2}"
+
+if ! command -v sox >/dev/null; then
+	echo "sox not on PATH — please install sox (e.g. apt install sox)" >&2
+	exit 1
+fi
+
+if ! command -v python3 >/dev/null; then
+	echo "python3 not on PATH" >&2
+	exit 1
+fi
+
+# Locate default Impulse Response directory if not explicitly provided
+if [[ -z "$IR_DIR" ]]; then
+	for cand in \
+		"$HOME/git/piper-sample-generator/piper_sample_generator/impulses" \
+		"$HOME/.local/share/piper-sample-generator/impulses"
+	do
+		if [[ -d "$cand" ]]; then
+			IR_DIR="$cand"
+			break
+		fi
+	done
+fi
+
+# Locate default Noise directory if not explicitly provided
+if [[ -z "$NOISE_DIR" ]]; then
+	if [[ -d "$SC_CACHE/_background_noise_" ]]; then
+		NOISE_DIR="$SC_CACHE/_background_noise_"
+	fi
+fi
+
+apply_peak_norm() {
+	local dir="$1"
+	local tmp
+	tmp=$(mktemp --suffix=.wav)
+	for wav in "$dir"/*.wav; do
+		[ -f "$wav" ] || continue
+		sox "$wav" "$tmp" gain -n "$GAIN_PEAK_DBFS"
+		mv "$tmp" "$wav"
+	done
+	rm -f "$tmp"
+}
+
+# Curate unique labels and map each label to its list of source directories
+declare -A LABEL_SRCS
+ORDERED_LABELS=()
+for i in "${!SRC_DIRS[@]}"; do
+	sdir="${SRC_DIRS[$i]}"
+	lbl="${LABELS[$i]}"
+	if [[ -z "${LABEL_SRCS[$lbl]}" ]]; then
+		ORDERED_LABELS+=("$lbl")
+		LABEL_SRCS["$lbl"]="$sdir"
+	else
+		LABEL_SRCS["$lbl"]="${LABEL_SRCS[$lbl]}|$sdir"
+	fi
+done
+
+RESULTS=()
+
+for lbl in "${ORDERED_LABELS[@]}"; do
+	LABEL="$lbl"
+	RAW_DIR="$OUT_ROOT/_raw/$LABEL"
+	PERT_DIR="$OUT_ROOT/_perturbed/$LABEL"
+	FINAL_DIR="$OUT_ROOT/$LABEL"
+	mkdir -p "$RAW_DIR" "$FINAL_DIR"
+	rm -f "$RAW_DIR"/*.wav "$FINAL_DIR"/*.wav
+
+	IFS='|' read -r -a cur_src_dirs <<< "${LABEL_SRCS[$LABEL]}"
+
+	# Find input wavs across all source directories for this label
+	raw_src_wavs=()
+	for s_idx in "${!cur_src_dirs[@]}"; do
+		sdir="${cur_src_dirs[$s_idx]}"
+		if [[ ! -d "$sdir" ]]; then
+			echo "Error: Source directory does not exist: $sdir" >&2
+			exit 1
+		fi
+		while IFS= read -r -d '' f; do
+			raw_src_wavs+=("${s_idx}:${f}")
+		done < <(find "$sdir" -maxdepth 2 \( -name '*.wav' -o -name '*.WAV' \) -print0 | sort -z)
+	done
+
+	n_src=${#raw_src_wavs[@]}
+	if [[ $n_src -eq 0 ]]; then
+		echo "Error: No WAV files found for label '$LABEL'" >&2
+		exit 1
+	fi
+
+	echo ">>> Processing $n_src real speech WAVs for '$LABEL' from ${#cur_src_dirs[@]} directories"
+
+	# 1. Convert/resample clean files to 16 kHz 16-bit mono
+	for item in "${raw_src_wavs[@]}"; do
+		s_idx="${item%%:*}"
+		f="${item#*:}"
+		base="$(basename "$f" .wav)"
+		base="$(basename "$base" .WAV)"
+		# Include directory index to prevent collisions between datasets with same speaker IDs
+		out_clean="$RAW_DIR/src${s_idx}_${base}.wav"
+		sox "$f" -r 16000 -c 1 -b 16 "$out_clean"
+		# Place clean baseline into final output dir
+		cp "$out_clean" "$FINAL_DIR/src${s_idx}_${base}_clean.wav"
+	done
+
+	echo "    Wrote $n_src clean 16 kHz mono reference clips into $RAW_DIR and $FINAL_DIR"
+
+	# Calculate required copies per utterance
+	if [[ -n "$PERTURB_PER_UTT" ]]; then
+		n_copies="$PERTURB_PER_UTT"
+	else
+		if (( n_src < MAX_SAMPLES )); then
+			n_copies=$(( (MAX_SAMPLES - n_src + n_src - 1) / n_src ))
+		else
+			n_copies=1
+		fi
+	fi
+	(( n_copies < 1 )) && n_copies=1
+
+	# 2. Sox pitch and tempo perturbations
+	mkdir -p "$PERT_DIR"
+	rm -f "$PERT_DIR"/*.wav
+	echo "    Generating $n_copies pitch/tempo perturbations per clean recording -> $PERT_DIR"
+
+	pcount=0
+	for raw in "$RAW_DIR"/*.wav; do
+		[ -f "$raw" ] || continue
+		base=$(basename "$raw" .wav)
+		for k in $(seq 1 "$n_copies"); do
+			cents=$(( (RANDOM % (2 * PITCH_CENTS_MAX + 1)) - PITCH_CENTS_MAX ))
+			tempo=$(awk -v a="$TEMPO_MIN" -v b="$TEMPO_MAX" -v r="$RANDOM" 'BEGIN{
+				srand(r); printf "%.3f", a + rand()*(b-a)
+			}')
+			sox "$raw" "$PERT_DIR/${base}_p${k}.wav" \
+				gain -h \
+				pitch "$cents" tempo -s "$tempo"
+			pcount=$((pcount + 1))
+		done
+	done
+	echo "    Wrote $pcount perturbed copies"
+
+	# 3. Acoustic augmentations: RIR convolution & Additive Noise
+	export IR_AUG IR_PROB IR_WET IR_DIR
+	export NOISE_AUG NOISE_PROB NOISE_SNR_MIN_DB NOISE_SNR_MAX_DB NOISE_DIR NOISE_STATIONARY_BIAS
+
+	echo "    Applying acoustic augmentations (RIR: prob=$IR_PROB, Noise: prob=$NOISE_PROB SNR=[$NOISE_SNR_MIN_DB,$NOISE_SNR_MAX_DB] dB)"
+
+	python3 - "$PERT_DIR" "$FINAL_DIR" <<'PYEOF'
+import glob
+from math import gcd
+import os
+import random
+import sys
+import wave
+from pathlib import Path
+import numpy as np
+
+src_dir, dst_dir = sys.argv[1], sys.argv[2]
+Path(dst_dir).mkdir(parents=True, exist_ok=True)
+
+ir_aug_enabled = os.environ.get("IR_AUG", "1") == "1"
+ir_prob = float(os.environ.get("IR_PROB", "0.50"))
+ir_wet = float(os.environ.get("IR_WET", "0.20"))
+ir_dir = os.environ.get("IR_DIR", "").strip()
+
+noise_aug_enabled = os.environ.get("NOISE_AUG", "1") == "1"
+noise_prob = float(os.environ.get("NOISE_PROB", "0.60"))
+noise_snr_min = float(os.environ.get("NOISE_SNR_MIN_DB", "12.0"))
+noise_snr_max = float(os.environ.get("NOISE_SNR_MAX_DB", "30.0"))
+noise_dir = os.environ.get("NOISE_DIR", "").strip()
+noise_stationary_bias = float(os.environ.get("NOISE_STATIONARY_BIAS", "0.7"))
+
+# Broadband, near-stationary noise files in Google Speech Commands v2 _background_noise_.
+# Bias the mix toward these to match the runtime microphone floor.
+STATIONARY_NOISE_NAMES = {
+    "white_noise.wav", "pink_noise.wav",
+    "exercise_bike.wav", "running_tap.wav",
+}
+
+# Try importing scipy for fast FFT convolution and high-quality resampling
+try:
+    from scipy.signal import fftconvolve, resample_poly
+    has_scipy = True
+except ImportError:
+    has_scipy = False
+
+def read_wav_float(path, target_sr=16000):
+    with wave.open(path, "rb") as wi:
+        sr = wi.getframerate()
+        nch = wi.getnchannels()
+        sw = wi.getsampwidth()
+        nframes = wi.getnframes()
+        raw = wi.readframes(nframes)
+    if sw == 2:
+        samples = np.frombuffer(raw, dtype=np.int16).astype(np.float32) / 32768.0
+    elif sw == 3:
+        # 24-bit PCM
+        b = np.frombuffer(raw, dtype=np.uint8)
+        b3 = b.reshape(-1, 3)
+        b4 = np.pad(b3, ((0,0),(1,0)), mode='constant')
+        s32 = b4.view(np.int32).squeeze() >> 8
+        samples = s32.astype(np.float32) / 8388608.0
+    elif sw == 4:
+        samples = np.frombuffer(raw, dtype=np.int32).astype(np.float32) / 2147483648.0
+    else:
+        samples = np.frombuffer(raw, dtype=np.int16).astype(np.float32) / 32768.0
+    if nch > 1:
+        samples = samples.reshape(-1, nch).mean(axis=1)
+
+    # Resample to target_sr if necessary
+    if sr != target_sr:
+        if has_scipy:
+            g = gcd(target_sr, sr)
+            samples = resample_poly(samples, target_sr // g, sr // g)
+        else:
+            orig_len = len(samples)
+            new_len = int(orig_len * target_sr / sr)
+            samples = np.interp(np.linspace(0, orig_len, new_len), np.arange(orig_len), samples)
+    return samples
+
+# Curate realistic room impulse responses (filter out huge cathedrals / FX like Derlon Sanctuary / Reverse Gate)
+REALISTIC_IR_NAMES = {"Accoustic2_Impulse.wav", "Concrete Room.wav", "ir_bathroom1.wav", "Symphonic.wav"}
+
+ir_files = []
+if ir_aug_enabled and ir_dir and os.path.isdir(ir_dir):
+    all_irs = sorted(glob.glob(os.path.join(ir_dir, "*.wav")))
+    # If default impulse folder, filter to realistic room acoustics
+    filtered = [f for f in all_irs if os.path.basename(f) in REALISTIC_IR_NAMES]
+    ir_files = filtered if filtered else all_irs
+
+if ir_files:
+    names = ", ".join(os.path.basename(p) for p in ir_files)
+    print(f"      Loaded {len(ir_files)} realistic RIR impulses ({names})", file=sys.stderr)
+else:
+    print("      RIR augmentation disabled or no impulse files found", file=sys.stderr)
+
+# Load Noise Files
+noise_files = []
+if noise_aug_enabled and noise_dir and os.path.isdir(noise_dir):
+    noise_files = sorted(glob.glob(os.path.join(noise_dir, "*.wav")))
+if noise_files:
+    print(f"      Loaded {len(noise_files)} noise files from {noise_dir}", file=sys.stderr)
+else:
+    print("      Noise augmentation disabled or no noise files found", file=sys.stderr)
+
+# Pre-load and trim RIRs to realistic room duration (max 350 ms = 5600 samples at 16k)
+ir_cache = []
+max_ir_samples = int(0.35 * 16000)
+for ir_p in ir_files:
+    h = read_wav_float(ir_p, target_sr=16000)
+    if h.size > 0:
+        if h.size > max_ir_samples:
+            h = h[:max_ir_samples]
+            fade_len = int(0.10 * max_ir_samples)
+            h[-fade_len:] *= np.linspace(1.0, 0.0, fade_len)
+        ir_cache.append(h)
+
+# Pre-load noise waveforms resampled to 16 kHz
+noise_cache = []
+stationary_indices = []
+for n_p in noise_files:
+    n_samp = read_wav_float(n_p, target_sr=16000)
+    if n_samp.size > 0:
+        noise_cache.append(n_samp)
+        if os.path.basename(n_p) in STATIONARY_NOISE_NAMES:
+            stationary_indices.append(len(noise_cache) - 1)
+
+if noise_cache and stationary_indices:
+    print(
+        f"      Stationary-noise bias: {len(stationary_indices)}/{len(noise_cache)} files, prob={noise_stationary_bias}",
+        file=sys.stderr,
+    )
+
+def write_wav_int16(path, samples, sr=16000):
+    samples = np.clip(samples, -1.0, 1.0)
+    int16_data = (samples * 32767.0).astype(np.int16).tobytes()
+    with wave.open(path, "wb") as wo:
+        wo.setframerate(sr)
+        wo.setnchannels(1)
+        wo.setsampwidth(2)
+        wo.writeframes(int16_data)
+
+rng = random.Random(42)
+np_rng = np.random.default_rng(42)
+
+def pick_noise_index():
+    if stationary_indices and rng.random() < noise_stationary_bias:
+        return rng.choice(stationary_indices)
+    return rng.randrange(len(noise_cache))
+
+perturbed_files = sorted(glob.glob(os.path.join(src_dir, "*.wav")))
+for f in perturbed_files:
+    x = read_wav_float(f, target_sr=16000)
+    if x.size == 0:
+        continue
+
+    # A. Apply subtle room reverberation
+    if ir_cache and rng.random() < ir_prob:
+        h = rng.choice(ir_cache)
+        if has_scipy:
+            wet = fftconvolve(x, h, mode="full")
+        else:
+            wet = np.convolve(x, h, mode="full")
+
+        # Cap reverb tail to original speech length + at most 200 ms
+        max_out_len = x.size + int(0.20 * 16000)
+        if wet.size > max_out_len:
+            wet = wet[:max_out_len]
+
+        dry_peak = np.max(np.abs(x)) if x.size else 0.0
+        wet_peak = np.max(np.abs(wet)) if wet.size else 0.0
+        if wet_peak > 1e-9 and dry_peak > 1e-9:
+            wet = wet * (dry_peak / wet_peak)
+
+        pad = wet.size - x.size
+        dry_padded = np.pad(x, (0, pad)) if pad > 0 else x[:wet.size]
+        x = (1.0 - ir_wet) * dry_padded + ir_wet * wet
+
+    # B. Apply Additive Background Noise (sliced exactly to match speech duration)
+    if noise_cache and rng.random() < noise_prob:
+        n_audio = noise_cache[pick_noise_index()]
+        if n_audio.size >= x.size:
+            start = np_rng.integers(0, n_audio.size - x.size + 1)
+            n_slice = n_audio[start : start + x.size]
+        elif n_audio.size > 0:
+            reps = (x.size // n_audio.size) + 1
+            n_slice = np.tile(n_audio, reps)[:x.size]
+        else:
+            n_slice = None
+
+        if n_slice is not None:
+            speech_rms = np.sqrt(np.mean(x ** 2))
+            noise_rms = np.sqrt(np.mean(n_slice ** 2))
+            if speech_rms > 1e-5 and noise_rms > 1e-5:
+                snr_db = np_rng.uniform(noise_snr_min, noise_snr_max)
+                target_noise_rms = speech_rms * (10.0 ** (-snr_db / 20.0))
+                scale = target_noise_rms / noise_rms
+                x = x + scale * n_slice
+
+    out_name = os.path.basename(f)
+    write_wav_int16(os.path.join(dst_dir, out_name), x, sr=16000)
+
+PYEOF
+
+	# 4. Peak Normalization
+	if [[ "$GAIN_NORM" = "1" ]]; then
+		echo "    Applying peak normalization (${GAIN_PEAK_DBFS} dBFS) to $FINAL_DIR"
+		apply_peak_norm "$FINAL_DIR"
+	fi
+
+	n_clean=$(find "$RAW_DIR" -name '*.wav' | wc -l)
+	n_final=$(find "$FINAL_DIR" -name '*.wav' | wc -l)
+	echo ">>> [$LABEL] Generated $n_final total WAVs ($n_clean clean + $((n_final - n_clean)) augmented) in $FINAL_DIR"
+	RESULTS+=("$LABEL: $n_clean clean / $n_final total WAVs")
+done
+
+echo ">>> Dataset preparation from recorded audio complete:"
+for line in "${RESULTS[@]}"; do
+	echo "    $line"
+done
+KW_ARGS=""
+for lbl in "${LABELS[@]}"; do
+	KW_ARGS+=" --keyword $lbl"
+done
+echo ">>> Next step: sof_mww_train_pipeline.sh$KW_ARGS $OUT_ROOT <feat_root> <out_dir>"
diff --git a/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_piper_tts.sh b/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_piper_tts.sh
new file mode 100755
index 000000000000..9599f3a969bb
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_generate_keyword_dataset_piper_tts.sh
@@ -0,0 +1,501 @@
+#!/bin/bash
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# Generate a synthetic keyword WAV dataset for microWakeWord (MWW) with a
+# SINGLE-SPEAKER Piper TTS voice (piper-tts package). This is the
+# language-agnostic companion to sof_mww_generate_keyword_dataset.sh, which is
+# hard-wired to the English multi-speaker piper-sample-generator (LibriTTS-R).
+# Use this script for any keyword whose Piper voice is single-speaker
+# (e.g. fi_FI-harri, sv_SE-nst, de_DE-thorsten, en_US-lessac).
+#
+# Output layout:
+#   <out_root>/<label>/*.wav     augmented 16 kHz 16-bit mono clips
+#   <out_root>/_raw/<label>/*.wav dry unperturbed baseline
+#
+# Requirements:
+#   - piper-tts installed in a venv (or on $PATH)
+#   - sox on PATH
+#   - audiomentations (optional, for impulse response convolution)
+#
+# Env knobs (all optional):
+#   PIPER_TTS_VENV     Path to a venv containing piper-tts. Auto-activated if set.
+#   PIPER_VOICE        Default Piper voice (.onnx) when --voice is not passed.
+#   PIPER_REPO         Path to a piper-sample-generator clone (used to find its
+#                      curated impulse response pool).
+#   MAX_SAMPLES        Target output sample count per keyword (default 1000).
+#   LENGTH_SCALES      Space-separated speaking rates for Piper synthesis
+#                      (default: "0.85 0.95 1.00 1.10 1.20").
+#   NOISE_SCALE_MIN/MAX Phoneme duration variability (default: 0.60 to 0.68).
+#   NOISE_W_MIN/MAX    Speaking pitch variability (default: 0.75 to 0.85).
+#   PERTURB_PER_UTT    Number of sox pitch/tempo perturbed copies per base
+#                      utterance (default 3; set to 0 to disable).
+#   PITCH_CENTS_MAX    Max pitch shift in cents (+/- 300 = 3 semitones).
+#   TEMPO_MIN/MAX      Min/max tempo multiplier (default: 0.9 to 1.15).
+#   GAIN_NORM          1 = peak-normalize each final WAV to GAIN_PEAK_DBFS (default 1).
+#                      0 = leave at baseline slice level (default 0).
+#   GAIN_PEAK_DBFS     Peak-normalization target in dBFS (default -10).
+#   GAIN_SIGMA_DB      Gaussian jitter sigma in dB (default 5).
+#   GAIN_HEADROOM_DB   Headroom below full-scale to prevent clipping (default 1).
+#   IR_PROB            Probability of applying Room Impulse Response (default 0.75).
+#   IR_WET             Wet/dry mix for IR convolution (default 0.35).
+#   IR_DIR             Directory of *.wav impulse responses.
+
+set -e
+
+KEYWORDS=()
+LABELS=()
+VOICES=()
+OUT_ROOT=""
+
+usage() {
+	cat >&2 <<EOF
+Usage: $0 --keyword "<text>" [--keyword "<text>" ...] \\
+          [--label <dir> ...] [--voice <path> ...] <out_root>
+
+  --keyword TEXT   Phrase to synthesize (repeatable; at least one).
+  --label  DIR     Output subdir under <out_root> (repeatable; must pair
+                   1:1 with --keyword when used). Default: lower-case
+                   keyword with spaces replaced by underscores.
+  --voice  PATH    Piper .onnx voice file (repeatable; must pair 1:1
+                   with --keyword when used). Default: \$PIPER_VOICE.
+  out_root         Dataset root; <label>/*.wav is produced under it for
+                   each keyword, ready to feed to
+                   sof_mfcc_extract_features.sh <out_root> <feat_root>.
+
+Optional env: PIPER_TTS_VENV, PIPER_VOICE, PIPER_REPO, MAX_SAMPLES,
+              LENGTH_SCALES, NOISE_SCALE_MIN/MAX, NOISE_W_MIN/MAX,
+              PERTURB_PER_UTT, PITCH_CENTS_MAX, TEMPO_MIN/MAX,
+              GAIN_AUG, GAIN_PEAK_DBFS, GAIN_SIGMA_DB, GAIN_HEADROOM_DB,
+              IR_PROB, IR_WET, IR_DIR.
+EOF
+	exit 1
+}
+
+while [[ $# -gt 0 ]]; do
+	case "$1" in
+		-k|--keyword)
+			[[ $# -ge 2 ]] || usage
+			KEYWORDS+=("$2"); shift 2 ;;
+		-l|--label)
+			[[ $# -ge 2 ]] || usage
+			LABELS+=("$2"); shift 2 ;;
+		-v|--voice)
+			[[ $# -ge 2 ]] || usage
+			VOICES+=("$2"); shift 2 ;;
+		-h|--help)
+			usage ;;
+		--)
+			shift; break ;;
+		-*)
+			echo "unknown option: $1" >&2; usage ;;
+		*)
+			if [[ -z "$OUT_ROOT" ]]; then
+				OUT_ROOT="$1"; shift
+			else
+				echo "unexpected positional: $1" >&2; usage
+			fi ;;
+	esac
+done
+
+if [[ -z "$OUT_ROOT" || ${#KEYWORDS[@]} -eq 0 ]]; then
+	usage
+fi
+
+if [[ ${#LABELS[@]} -gt 0 && ${#LABELS[@]} -ne ${#KEYWORDS[@]} ]]; then
+	echo "--label given ${#LABELS[@]} time(s) but --keyword given ${#KEYWORDS[@]} time(s); counts must match" >&2
+	exit 1
+fi
+
+if [[ ${#VOICES[@]} -gt 0 && ${#VOICES[@]} -ne ${#KEYWORDS[@]} ]]; then
+	echo "--voice given ${#VOICES[@]} time(s) but --keyword given ${#KEYWORDS[@]} time(s); counts must match" >&2
+	exit 1
+fi
+
+if [[ ${#LABELS[@]} -eq 0 ]]; then
+	for kw in "${KEYWORDS[@]}"; do
+		LABELS+=("$(echo "$kw" | tr ' A-Z' '_a-z')")
+	done
+fi
+
+: "${MAX_SAMPLES:=1000}"
+: "${LENGTH_SCALES:=0.85 0.95 1.00 1.10 1.20}"
+: "${NOISE_SCALE_MIN:=0.60}"
+: "${NOISE_SCALE_MAX:=0.68}"
+: "${NOISE_W_MIN:=0.75}"
+: "${NOISE_W_MAX:=0.85}"
+: "${PERTURB_PER_UTT:=3}"
+: "${PITCH_CENTS_MAX:=300}"
+: "${TEMPO_MIN:=0.9}"
+: "${TEMPO_MAX:=1.15}"
+: "${GAIN_NORM:=1}"
+: "${GAIN_PEAK_DBFS:=-10}"
+: "${IR_PROB:=0.75}"
+: "${IR_WET:=0.35}"
+: "${IR_DIR:=}"
+
+export LENGTH_SCALES NOISE_SCALE_MIN NOISE_SCALE_MAX NOISE_W_MIN NOISE_W_MAX
+
+apply_peak_norm() {
+	local dir="$1"
+	local tmp
+	tmp=$(mktemp --suffix=.wav)
+	for wav in "$dir"/*.wav; do
+		[ -f "$wav" ] || continue
+		sox "$wav" "$tmp" gain -n "$GAIN_PEAK_DBFS"
+		mv "$tmp" "$wav"
+	done
+	rm -f "$tmp"
+}
+
+if [[ -n "$PIPER_TTS_VENV" ]]; then
+	if [[ -f "$PIPER_TTS_VENV/bin/activate" ]]; then
+		# shellcheck disable=SC1091
+		source "$PIPER_TTS_VENV/bin/activate"
+	else
+		echo ">>> PIPER_TTS_VENV=$PIPER_TTS_VENV has no bin/activate; assuming piper-tts is on PATH" >&2
+	fi
+fi
+
+if ! command -v python3 >/dev/null; then
+	echo "python3 not on PATH" >&2
+	exit 1
+fi
+
+if ! command -v sox >/dev/null; then
+	echo "sox not on PATH" >&2
+	exit 1
+fi
+
+if ! python3 -c "import piper" 2>/dev/null; then
+	cat >&2 <<EOF
+piper (piper-tts) not importable. Install once with:
+
+    python3 -m venv \$HOME/venvs/piper-tts
+    source \$HOME/venvs/piper-tts/bin/activate
+    pip install --upgrade pip
+    pip install piper-tts
+
+Then rerun this script (or set PIPER_TTS_VENV=/path/to/venv).
+EOF
+	exit 1
+fi
+
+USE_IR_AUG=0
+DEFAULT_IR_DIR=""
+apply_peak_norm() {
+	local dir="$1"
+	local tmp
+	tmp=$(mktemp --suffix=.wav)
+	for wav in "$dir"/*.wav; do
+		[ -f "$wav" ] || continue
+		sox "$wav" "$tmp" gain -n "$GAIN_PEAK_DBFS"
+		mv "$tmp" "$wav"
+	done
+	rm -f "$tmp"
+}
+
+if [[ -n "$PIPER_REPO" ]]; then
+	if ! python3 -c "import piper_sample_generator" 2>/dev/null; then
+		export PYTHONPATH="$PIPER_REPO${PYTHONPATH:+:$PYTHONPATH}"
+	fi
+	DEFAULT_IR_DIR="$PIPER_REPO/piper_sample_generator/impulses"
+fi
+if awk -v p="$IR_PROB" 'BEGIN{exit !(p+0 > 0)}' && \
+   { [[ -n "$IR_DIR" ]] || [[ -d "$DEFAULT_IR_DIR" ]]; }; then
+	if python3 -c "import audiomentations" 2>/dev/null; then
+		USE_IR_AUG=1
+	else
+		echo ">>> WARNING: audiomentations not importable; skipping IR augmentation (pip install audiomentations)" >&2
+	fi
+fi
+export IR_PROB IR_WET IR_DIR
+export DEFAULT_IR_DIR
+
+RESULTS=()
+for i in "${!KEYWORDS[@]}"; do
+	KEYWORD="${KEYWORDS[$i]}"
+	LABEL="${LABELS[$i]}"
+	VOICE="${VOICES[$i]:-$PIPER_VOICE}"
+
+	if [[ -z "$VOICE" ]]; then
+		echo "no voice supplied for keyword '$KEYWORD' (set --voice or \$PIPER_VOICE)" >&2
+		exit 1
+	fi
+	if [[ ! -f "$VOICE" ]]; then
+		echo "Piper voice file not found: $VOICE" >&2
+		exit 1
+	fi
+	if [[ ! -f "$VOICE.json" ]]; then
+		echo "Piper voice config not found: $VOICE.json (must sit next to the .onnx)" >&2
+		exit 1
+	fi
+
+	RAW_DIR="$OUT_ROOT/_raw/$LABEL"
+	PERT_DIR="$OUT_ROOT/_perturbed/$LABEL"
+	FINAL_DIR="$OUT_ROOT/$LABEL"
+	mkdir -p "$RAW_DIR" "$FINAL_DIR"
+	rm -f "$RAW_DIR"/*.wav "$FINAL_DIR"/*.wav
+	if [[ "$PERTURB_PER_UTT" -gt 0 ]]; then
+		mkdir -p "$PERT_DIR"
+		rm -f "$PERT_DIR"/*.wav
+	fi
+
+	N_SCALES=$(echo "$LENGTH_SCALES" | wc -w)
+	if [[ "$PERTURB_PER_UTT" -gt 0 ]]; then
+		BASE_UTTS=$(( MAX_SAMPLES / PERTURB_PER_UTT ))
+	else
+		BASE_UTTS="$MAX_SAMPLES"
+	fi
+	if (( BASE_UTTS < N_SCALES )); then
+		BASE_UTTS=$N_SCALES
+	fi
+
+	echo ">>> [$((i + 1))/${#KEYWORDS[@]}] Synthesizing '$KEYWORD' -> $RAW_DIR"
+	echo "    voice=$VOICE"
+	echo "    base_utts=$BASE_UTTS  perturb_per_utt=$PERTURB_PER_UTT  target=$MAX_SAMPLES"
+	echo "    length_scales=[$LENGTH_SCALES]  noise_scale=[$NOISE_SCALE_MIN,$NOISE_SCALE_MAX]  noise_w=[$NOISE_W_MIN,$NOISE_W_MAX]"
+
+	python3 - "$KEYWORD" "$VOICE" "$RAW_DIR" "$BASE_UTTS" <<'PYEOF'
+import os
+import random
+import sys
+import wave
+from pathlib import Path
+
+try:
+	from piper import PiperVoice
+except ImportError:
+	from piper.voice import PiperVoice
+
+text, voice_path, out_dir_s, n_utts_s = sys.argv[1:5]
+out_dir = Path(out_dir_s)
+n_utts = int(n_utts_s)
+
+length_scales = [float(x) for x in os.environ["LENGTH_SCALES"].split()]
+ns_min = float(os.environ["NOISE_SCALE_MIN"])
+ns_max = float(os.environ["NOISE_SCALE_MAX"])
+nw_min = float(os.environ["NOISE_W_MIN"])
+nw_max = float(os.environ["NOISE_W_MAX"])
+
+voice = PiperVoice.load(voice_path)
+rng = random.Random()
+
+synth = None
+if hasattr(voice, "synthesize_wav"):
+	try:
+		from piper import SynthesisConfig
+	except ImportError:
+		from piper.config import SynthesisConfig
+
+	nw_field = None
+	for candidate in ("noise_w_scale", "noise_w"):
+		try:
+			SynthesisConfig(length_scale=1.0, noise_scale=0.6, **{candidate: 0.8})
+			nw_field = candidate
+			break
+		except TypeError:
+			continue
+	if nw_field is None:
+		raise RuntimeError(
+			"SynthesisConfig has neither noise_w nor noise_w_scale; "
+			"unsupported piper-tts version"
+		)
+
+	def synth(wf, ls, ns, nw):
+		cfg = SynthesisConfig(length_scale=ls, noise_scale=ns, **{nw_field: nw})
+		voice.synthesize_wav(text, wf, syn_config=cfg)
+else:
+	def synth(wf, ls, ns, nw):
+		voice.synthesize(
+			text, wf,
+			length_scale=ls,
+			noise_scale=ns,
+			noise_w=nw,
+		)
+
+for i in range(n_utts):
+	ls = length_scales[i % len(length_scales)]
+	ns = rng.uniform(ns_min, ns_max)
+	nw = rng.uniform(nw_min, nw_max)
+	out = out_dir / f"{i:04d}.wav"
+	with wave.open(str(out), "wb") as wf:
+		synth(wf, ls, ns, nw)
+
+print(f"    piper synthesized {n_utts} base utterances", file=sys.stderr)
+PYEOF
+
+	if [[ "$PERTURB_PER_UTT" -gt 0 ]]; then
+		echo ">>> Perturbing $BASE_UTTS raw WAVs x $PERTURB_PER_UTT copies -> $PERT_DIR"
+		pcount=0
+		for raw in "$RAW_DIR"/*.wav; do
+			[ -f "$raw" ] || continue
+			base=$(basename "$raw" .wav)
+			for k in $(seq 1 "$PERTURB_PER_UTT"); do
+				cents=$(( (RANDOM % (2 * PITCH_CENTS_MAX + 1)) - PITCH_CENTS_MAX ))
+				tempo=$(awk -v a="$TEMPO_MIN" -v b="$TEMPO_MAX" -v r="$RANDOM" 'BEGIN{
+					srand(r); printf "%.3f", a + rand()*(b-a)
+				}')
+				sox "$raw" "$PERT_DIR/${base}_p${k}.wav" \
+					gain -h \
+					pitch "$cents" tempo -s "$tempo"
+				pcount=$((pcount + 1))
+			done
+		done
+		echo "    wrote $pcount perturbed WAVs"
+		SRC_DIR="$PERT_DIR"
+	else
+		SRC_DIR="$RAW_DIR"
+	fi
+
+	if [[ "$USE_IR_AUG" = "1" ]]; then
+		echo ">>> IR augmentation (16 kHz curated RIR convolution, IR_PROB=$IR_PROB) -> $FINAL_DIR"
+		export IR_PROB IR_WET IR_DIR DEFAULT_IR_DIR
+		python3 - "$SRC_DIR" "$FINAL_DIR" <<'PYEOF'
+import glob
+from math import gcd
+import os
+import random
+import sys
+import wave
+from pathlib import Path
+import numpy as np
+
+src_dir, dst_dir = sys.argv[1], sys.argv[2]
+Path(dst_dir).mkdir(parents=True, exist_ok=True)
+
+ir_prob = float(os.environ.get("IR_PROB", "0.50"))
+ir_wet = float(os.environ.get("IR_WET", "0.20"))
+ir_dir = os.environ.get("IR_DIR", "").strip()
+default_dir = os.environ.get("DEFAULT_IR_DIR", "").strip()
+
+try:
+    from scipy.signal import fftconvolve, resample_poly
+    has_scipy = True
+except ImportError:
+    has_scipy = False
+
+def read_wav_float(path, target_sr=16000):
+    with wave.open(path, "rb") as wi:
+        sr = wi.getframerate()
+        nch = wi.getnchannels()
+        sw = wi.getsampwidth()
+        nframes = wi.getnframes()
+        raw = wi.readframes(nframes)
+    if sw == 2:
+        samples = np.frombuffer(raw, dtype=np.int16).astype(np.float32) / 32768.0
+    elif sw == 3:
+        b = np.frombuffer(raw, dtype=np.uint8).reshape(-1, 3)
+        b4 = np.pad(b, ((0,0),(1,0)), mode='constant')
+        samples = (b4.view(np.int32).squeeze() >> 8).astype(np.float32) / 8388608.0
+    elif sw == 4:
+        samples = np.frombuffer(raw, dtype=np.int32).astype(np.float32) / 2147483648.0
+    else:
+        samples = np.frombuffer(raw, dtype=np.int16).astype(np.float32) / 32768.0
+    if nch > 1:
+        samples = samples.reshape(-1, nch).mean(axis=1)
+
+    if sr != target_sr:
+        if has_scipy:
+            g = gcd(target_sr, sr)
+            samples = resample_poly(samples, target_sr // g, sr // g)
+        else:
+            orig_len = len(samples)
+            new_len = int(orig_len * target_sr / sr)
+            samples = np.interp(np.linspace(0, orig_len, new_len), np.arange(orig_len), samples)
+    return samples
+
+REALISTIC_IR_NAMES = {"Accoustic2_Impulse.wav", "Concrete Room.wav", "ir_bathroom1.wav", "Symphonic.wav"}
+
+search_dir = ir_dir if (ir_dir and os.path.isdir(ir_dir)) else default_dir
+ir_files = []
+if search_dir and os.path.isdir(search_dir):
+    all_irs = sorted(glob.glob(os.path.join(search_dir, "*.wav")))
+    filtered = [f for f in all_irs if os.path.basename(f) in REALISTIC_IR_NAMES]
+    ir_files = filtered if filtered else all_irs
+
+if ir_files:
+    names = ", ".join(os.path.basename(p) for p in ir_files)
+    print(f"    Loaded {len(ir_files)} realistic RIR impulses ({names})", file=sys.stderr)
+else:
+    print("    RIR augmentation disabled or no impulse files found", file=sys.stderr)
+
+ir_cache = []
+max_ir_samples = int(0.35 * 16000)
+for ir_p in ir_files:
+    h = read_wav_float(ir_p, target_sr=16000)
+    if h.size > 0:
+        if h.size > max_ir_samples:
+            h = h[:max_ir_samples]
+            fade_len = int(0.10 * max_ir_samples)
+            h[-fade_len:] *= np.linspace(1.0, 0.0, fade_len)
+        ir_cache.append(h)
+
+def write_wav_int16(path, samples, sr=16000):
+    samples = np.clip(samples, -1.0, 1.0)
+    int16_data = (samples * 32767.0).astype(np.int16).tobytes()
+    with wave.open(path, "wb") as wo:
+        wo.setframerate(sr)
+        wo.setnchannels(1)
+        wo.setsampwidth(2)
+        wo.writeframes(int16_data)
+
+rng = random.Random(42)
+
+for f in sorted(glob.glob(os.path.join(src_dir, "*.wav"))):
+    x = read_wav_float(f, target_sr=16000)
+    if x.size == 0:
+        continue
+
+    if ir_cache and rng.random() < ir_prob:
+        h = rng.choice(ir_cache)
+        if has_scipy:
+            wet = fftconvolve(x, h, mode="full")
+        else:
+            wet = np.convolve(x, h, mode="full")
+
+        max_out_len = x.size + int(0.20 * 16000)
+        if wet.size > max_out_len:
+            wet = wet[:max_out_len]
+
+        dry_peak = np.max(np.abs(x)) if x.size else 0.0
+        wet_peak = np.max(np.abs(wet)) if wet.size else 0.0
+        if wet_peak > 1e-9 and dry_peak > 1e-9:
+            wet = wet * (dry_peak / wet_peak)
+
+        pad = wet.size - x.size
+        dry_padded = np.pad(x, (0, pad)) if pad > 0 else x[:wet.size]
+        x = (1.0 - ir_wet) * dry_padded + ir_wet * wet
+
+    out_name = os.path.basename(f)
+    write_wav_int16(os.path.join(dst_dir, out_name), x, sr=16000)
+
+PYEOF
+	else
+		echo ">>> Resampling to 16 kHz mono (no IR augmentation) -> $FINAL_DIR"
+		for f in "$SRC_DIR"/*.wav; do
+			[ -f "$f" ] || continue
+			sox "$f" -r 16000 -c 1 -b 16 "$FINAL_DIR/$(basename "$f")"
+		done
+	fi
+
+	if [[ "$GAIN_NORM" = "1" ]]; then
+		echo ">>> Applying peak normalization (${GAIN_PEAK_DBFS} dBFS) to $FINAL_DIR"
+		apply_peak_norm "$FINAL_DIR"
+	fi
+
+	n_raw=$(find "$RAW_DIR" -name '*.wav' | wc -l)
+	n_final=$(find "$FINAL_DIR" -name '*.wav' | wc -l)
+	echo ">>> [$LABEL] $n_raw raw / $n_final final WAVs in $FINAL_DIR"
+	RESULTS+=("$LABEL: $n_raw raw / $n_final final (voice=$(basename "$VOICE"))")
+done
+
+echo ">>> Done:"
+for line in "${RESULTS[@]}"; do
+	echo "    $line"
+done
+KW_ARGS=""
+for lbl in "${LABELS[@]}"; do
+	KW_ARGS+=" --keyword $lbl"
+done
+echo ">>> Next: sof_mww_train_pipeline.sh$KW_ARGS $OUT_ROOT <feat_root> <out_dir>"
diff --git a/src/audio/microwakeword/tune/sof_mww_plot_mtrace.py b/src/audio/microwakeword/tune/sof_mww_plot_mtrace.py
new file mode 100755
index 000000000000..7676f0136a86
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_plot_mtrace.py
@@ -0,0 +1,431 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# Copyright (c) 2026, Intel Corporation. All rights reserved.
+
+"""
+Visualize microWakeWord (MWW) streaming diagnostics from SOF mtrace logs.
+
+Parses log lines produced by CONFIG_COMP_MWW_DEBUG_TRACE:
+  Standard mode:
+    [MWW DBG hop <n>] vad=<0|1> E=<energy> Ne=<noise_energy>
+                      mel_min=<min> mel_max=<max>
+                      f_min=<min> f_max=<max> agc_q23=<gain>
+  PCAN mode:
+    [MWW DBG hop <n>] vad=<0|1> E=<energy> Ne=<noise_energy>
+                      f_min=<min> f_max=<max> (pcan)
+and model inference / detection lines:
+  MWW probability=<pct>
+  MWW keyword detected: probability=<pct>
+
+Generates a multi-panel PNG displaying:
+  In standard mode (5 panels):
+    1. Detection probability (%) and keyword detection trigger events
+    2. Frame log-energy (E), Noise floor estimate (Ne), and SNR (E - Ne)
+    3. Mel filterbank log-energy envelope [mel_min, mel_max]
+    4. Quantized neural-network input features [f_min, f_max] (int8)
+    5. Soft automatic gain control (AGC) gain tracking
+  In PCAN mode (3 panels):
+    1. Detection probability (%) and keyword detection trigger events
+    2. Frame log-energy (E), Noise floor estimate (Ne), and SNR (E - Ne)
+    3. PCAN normalized neural-network input features [f_min, f_max] (int8)
+  Along with VAD speech active region highlighting and hop counters.
+"""
+
+import argparse
+import os
+import re
+import sys
+
+import matplotlib
+matplotlib.use("Agg")
+import matplotlib.pyplot as plt
+import numpy as np
+
+# Regex patterns for SOF mtrace log messages
+HOP_RE = re.compile(
+    r"\[\s*([0-9.]+)\]\s*.*\[MWW DBG hop\s+(\d+)\]\s+"
+    r"vad=(\d+)\s+E=(-?\d+)\s+Ne=(-?\d+)\s+"
+    r"mel_min=(-?\d+)\s+mel_max=(-?\d+)\s+"
+    r"f_min=(-?\d+)\s+f_max=(-?\d+)\s+agc_q23=(-?\d+)"
+)
+
+HOP_PCAN_RE = re.compile(
+    r"\[\s*([0-9.]+)\]\s*.*\[MWW DBG hop\s+(\d+)\]\s+"
+    r"vad=(\d+)\s+E=(-?\d+)\s+Ne=(-?\d+)\s+"
+    r"f_min=(-?\d+)\s+f_max=(-?\d+)(?:\s+\((?:pcan\d*)\))?"
+)
+
+PROB_RE = re.compile(
+    r"\[\s*([0-9.]+)\]\s*.*MWW probability=(\d+)"
+)
+
+DETECT_RE = re.compile(
+    r"\[\s*([0-9.]+)\]\s*.*MWW keyword detected:\s*probability=(\d+)"
+)
+
+KPB_TRIGGER_RE = re.compile(
+    r"\[\s*([0-9.]+)\]\s*.*MWW keyword trigger -> notifying KPB to begin draining"
+)
+
+SUMMARY_RE = re.compile(
+    r"\[MWW STREAM SHUTDOWN SUMMARY\]\s+Total Inferences=(\d+)\s*\|\s*"
+    r"VAD Gated=(\d+)\s*\|\s*Detections=(\d+)\s*\|\s*KPB Triggers=(\d+)\s*\|\s*"
+    r"Arena Used=(\d+)/(\d+)\s*B"
+)
+
+
+def parse_mtrace(file_path):
+    """Parse MWW diagnostic and detection events from mtrace text log."""
+    hops = []
+    probs = []
+    detects = []
+    kpb_triggers = []
+    summaries = []
+
+    if file_path == "-":
+        f = sys.stdin
+    else:
+        if not os.path.isfile(file_path):
+            print(f"Error: file not found: {file_path}", file=sys.stderr)
+            sys.exit(1)
+        f = open(file_path, "r", errors="ignore")
+
+    try:
+        for line in f:
+            m = HOP_RE.search(line)
+            if m:
+                t, hop, vad, e, ne, m_min, m_max, f_min, f_max, agc = m.groups()
+                hops.append({
+                    "t": float(t),
+                    "hop": int(hop),
+                    "vad": int(vad),
+                    "e_raw": int(e),
+                    "ne_raw": int(ne),
+                    "mel_min_raw": int(m_min),
+                    "mel_max_raw": int(m_max),
+                    "f_min": int(f_min),
+                    "f_max": int(f_max),
+                    "agc_raw": int(agc),
+                    "pcan": False,
+                })
+                continue
+
+            m = HOP_PCAN_RE.search(line)
+            if m:
+                t, hop, vad, e, ne, f_min, f_max = m.groups()
+                hops.append({
+                    "t": float(t),
+                    "hop": int(hop),
+                    "vad": int(vad),
+                    "e_raw": int(e),
+                    "ne_raw": int(ne),
+                    "f_min": int(f_min),
+                    "f_max": int(f_max),
+                    "pcan": True,
+                })
+                continue
+
+            m = PROB_RE.search(line)
+            if m:
+                probs.append({
+                    "t": float(m.group(1)),
+                    "prob": int(m.group(2))
+                })
+                continue
+
+            m = DETECT_RE.search(line)
+            if m:
+                detects.append({
+                    "t": float(m.group(1)),
+                    "prob": int(m.group(2))
+                })
+                continue
+
+            m = KPB_TRIGGER_RE.search(line)
+            if m:
+                kpb_triggers.append(float(m.group(1)))
+                continue
+
+            m = SUMMARY_RE.search(line)
+            if m:
+                inf, vad_gated, det, kpb_trig, arena_used, arena_cap = m.groups()
+                summaries.append({
+                    "inferences": int(inf),
+                    "vad_gated": int(vad_gated),
+                    "detections": int(det),
+                    "kpb_triggers": int(kpb_trig),
+                    "arena_used": int(arena_used),
+                    "arena_cap": int(arena_cap),
+                })
+    finally:
+        if file_path != "-":
+            f.close()
+
+    return hops, probs, detects, kpb_triggers, summaries
+
+
+def plot_mww_diagnostics(hops, probs, detects, kpb_triggers, summaries,
+                         output_path, title=None, threshold=60,
+                         raw_units=False, show_vad=True, dpi=150,
+                         pcan=None):
+    """Plot MWW diagnostics across synchronized subplots."""
+    if not hops:
+        print("Error: No 'MWW DBG hop' records found in input.", file=sys.stderr)
+        sys.exit(1)
+
+    is_pcan = pcan if pcan is not None else any(h.get("pcan", False) for h in hops)
+
+    t0 = hops[0]["t"]
+    t_hops = np.array([h["t"] - t0 for h in hops])
+    hop_idx = np.array([h["hop"] for h in hops])
+    vad = np.array([h["vad"] for h in hops])
+    f_min = np.array([h["f_min"] for h in hops])
+    f_max = np.array([h["f_max"] for h in hops])
+
+    q23_scale = 1.0 if raw_units else (1.0 / (1 << 23))
+    unit_label = "raw" if raw_units else "Q23"
+
+    e = np.array([h["e_raw"] * q23_scale for h in hops])
+    ne = np.array([h["ne_raw"] * q23_scale for h in hops])
+
+    t_probs = np.array([p["t"] - t0 for p in probs]) if probs else np.array([])
+    prob_vals = np.array([p["prob"] for p in probs]) if probs else np.array([])
+
+    if is_pcan:
+        fig, axes = plt.subplots(
+            3, 1, figsize=(14, 8), sharex=True,
+            gridspec_kw={"height_ratios": [1.5, 1.2, 1.2]}
+        )
+    else:
+        mel_min = np.array([h.get("mel_min_raw", 0) * q23_scale for h in hops])
+        mel_max = np.array([h.get("mel_max_raw", 0) * q23_scale for h in hops])
+        agc = np.array([h.get("agc_raw", 0) * q23_scale for h in hops])
+
+        fig, axes = plt.subplots(
+            5, 1, figsize=(14, 12), sharex=True,
+            gridspec_kw={"height_ratios": [1.5, 1.2, 1.2, 1.2, 1.0]}
+        )
+    plt.subplots_adjust(hspace=0.18)
+
+    # 1. Highlight VAD active regions across all subplots
+    if show_vad and len(vad) > 1:
+        vad_padded = np.pad(vad, (1, 1), "constant")
+        vad_diff = np.diff(vad_padded)
+        starts = np.where(vad_diff == 1)[0]
+        ends = np.where(vad_diff == -1)[0]
+        for s_idx, e_idx in zip(starts, ends):
+            t_start = t_hops[min(s_idx, len(t_hops) - 1)]
+            t_end = t_hops[min(max(0, e_idx - 1), len(t_hops) - 1)]
+            for ax in axes:
+                ax.axvspan(t_start, t_end, color="#c8e6c9", alpha=0.35, zorder=0)
+
+    # -------------------------------------------------------------
+    # Subplot 1: Model Probability & Detections
+    # -------------------------------------------------------------
+    ax1 = axes[0]
+    if len(t_probs) > 0:
+        ax1.plot(t_probs, prob_vals, color="#c62828", lw=2,
+                 marker="o", markersize=3, label="MWW Probability (%)", zorder=3)
+    ax1.axhline(threshold, color="#757575", linestyle="--", lw=1.2,
+                label=f"Detection Threshold ({threshold}%)")
+    ax1.set_ylim(-5, 105)
+    ax1.set_ylabel("Probability (%)", fontweight="bold", fontsize=10)
+
+    # Annotate detections
+    detect_labeled = False
+    for d in detects:
+        dt = d["t"] - t0
+        dp = d["prob"]
+        lbl = "Keyword Detected" if not detect_labeled else None
+        detect_labeled = True
+        ax1.plot(dt, dp, marker="*", markersize=18, color="#ffd700",
+                 markeredgecolor="#b71c1c", markeredgewidth=1.5, zorder=5, label=lbl)
+        ax1.annotate(
+            f"Detected: {dp}%", xy=(dt, dp),
+            xytext=(dt - 0.45, dp - 22 if dp > 50 else dp + 15),
+            arrowprops=dict(arrowstyle="->", color="#b71c1c", lw=1.8),
+            fontweight="bold", color="#b71c1c", fontsize=9,
+            bbox=dict(boxstyle="round,pad=0.3", fc="#ffffff", ec="#b71c1c", alpha=0.9),
+            zorder=6
+        )
+
+    # Mark KPB triggers
+    kpb_labeled = False
+    for kt in kpb_triggers:
+        lbl = "KPB Drain Trigger" if not kpb_labeled else None
+        kpb_labeled = True
+        for ax in axes:
+            ax.axvline(kt - t0, color="#1565c0", linestyle=":", lw=1.5, alpha=0.8, label=lbl)
+
+    ax1.grid(True, linestyle=":", alpha=0.6)
+    ax1.legend(loc="upper left", framealpha=0.9)
+
+    # Plot title
+    if title is None:
+        title = "microWakeWord (MWW) Streaming Diagnostics" + (" (PCAN Mode)" if is_pcan else "")
+    stats_str = f"Hops: {len(hops)} | Inferences: {len(probs)} | Detections: {len(detects)}"
+    ax1.set_title(f"{title}\n({stats_str})", fontsize=12, fontweight="bold", pad=28)
+
+    # Secondary x-axis for Hop counter on top
+    ax_top = ax1.twiny()
+    ax_top.set_xlim(t_hops[0], t_hops[-1])
+    step = max(1, len(hop_idx) // 10)
+    tick_indices = list(range(0, len(hop_idx), step))
+    if tick_indices[-1] != len(hop_idx) - 1:
+        tick_indices.append(len(hop_idx) - 1)
+    ax_top.set_xticks([t_hops[i] for i in tick_indices])
+    ax_top.set_xticklabels([str(hop_idx[i]) for i in tick_indices])
+    ax_top.set_xlabel("Hop Index", fontweight="bold", fontsize=10, labelpad=8)
+
+    # -------------------------------------------------------------
+    # Subplot 2: Energy & Noise Estimate
+    # -------------------------------------------------------------
+    ax2 = axes[1]
+    ax2.plot(t_hops, e, color="#1e88e5", lw=1.5, label=f"E (Frame Energy, {unit_label})")
+    ax2.plot(t_hops, ne, color="#fb8c00", lw=1.5, linestyle="--", label=f"Ne (Noise Floor, {unit_label})")
+    ax2.plot(t_hops, e - ne, color="#43a047", lw=1.2, alpha=0.8, label="SNR (E - Ne)")
+    ax2.set_ylabel(f"Energy ({unit_label})", fontweight="bold", fontsize=10)
+    ax2.grid(True, linestyle=":", alpha=0.6)
+    ax2.legend(loc="upper left", framealpha=0.9)
+
+    if is_pcan:
+        # -------------------------------------------------------------
+        # Subplot 3 (PCAN mode): Normalized Input Features (int8)
+        # -------------------------------------------------------------
+        ax3 = axes[2]
+        ax3.fill_between(t_hops, f_min, f_max, color="#ce93d8", alpha=0.35,
+                         label="Feature Range [min, max]")
+        ax3.plot(t_hops, f_max, color="#6a1b9a", lw=1.2, label="f_max (int8)")
+        ax3.plot(t_hops, f_min, color="#ab47bc", lw=1.2, label="f_min (int8)")
+        ax3.axhline(0, color="#424242", lw=0.8, linestyle=":")
+        ax3.axhline(127, color="#d32f2f", lw=0.9, linestyle="--", alpha=0.6, label="int8 bounds [-128, 127]")
+        ax3.axhline(-128, color="#d32f2f", lw=0.9, linestyle="--", alpha=0.6)
+        ax3.set_ylim(-138, 138)
+        ax3.set_ylabel("PCAN Feature (int8)", fontweight="bold", fontsize=10)
+        ax3.set_xlabel("Time (seconds relative to first hop)", fontweight="bold", fontsize=10)
+        ax3.grid(True, linestyle=":", alpha=0.6)
+        ax3.legend(loc="upper left", framealpha=0.9)
+    else:
+        # -------------------------------------------------------------
+        # Subplot 3: Mel Filterbank Envelope
+        # -------------------------------------------------------------
+        ax3 = axes[2]
+        ax3.fill_between(t_hops, mel_min, mel_max, color="#90caf9", alpha=0.45,
+                         label=f"Mel Range [min, max] ({unit_label})")
+        ax3.plot(t_hops, mel_max, color="#0d47a1", lw=1.2, label=f"mel_max ({unit_label})")
+        ax3.plot(t_hops, mel_min, color="#00838f", lw=1.2, label=f"mel_min ({unit_label})")
+        ax3.set_ylabel(f"Mel Log-E ({unit_label})", fontweight="bold", fontsize=10)
+        ax3.grid(True, linestyle=":", alpha=0.6)
+        ax3.legend(loc="upper left", framealpha=0.9)
+
+        # -------------------------------------------------------------
+        # Subplot 4: Quantized Model Input Features (int8)
+        # -------------------------------------------------------------
+        ax4 = axes[3]
+        ax4.plot(t_hops, f_max, color="#6a1b9a", lw=1.2, label="f_max (int8)")
+        ax4.plot(t_hops, f_min, color="#ab47bc", lw=1.2, label="f_min (int8)")
+        ax4.axhline(0, color="#424242", lw=0.8, linestyle=":")
+        ax4.axhline(127, color="#d32f2f", lw=0.9, linestyle="--", alpha=0.6, label="int8 bounds [-128, 127]")
+        ax4.axhline(-128, color="#d32f2f", lw=0.9, linestyle="--", alpha=0.6)
+        ax4.set_ylim(-138, 138)
+        ax4.set_ylabel("Feature (int8)", fontweight="bold", fontsize=10)
+        ax4.grid(True, linestyle=":", alpha=0.6)
+        ax4.legend(loc="upper left", framealpha=0.9)
+
+        # -------------------------------------------------------------
+        # Subplot 5: Automatic Gain Control (AGC) Gain
+        # -------------------------------------------------------------
+        ax5 = axes[4]
+        ax5.plot(t_hops, agc, color="#b26a00", lw=1.6, label=f"AGC Gain ({unit_label})")
+        ax5.set_ylabel(f"AGC ({unit_label})", fontweight="bold", fontsize=10)
+        ax5.set_xlabel("Time (seconds relative to first hop)", fontweight="bold", fontsize=10)
+        ax5.grid(True, linestyle=":", alpha=0.6)
+        ax5.legend(loc="upper left", framealpha=0.9)
+
+    plt.tight_layout()
+    os.makedirs(os.path.dirname(os.path.abspath(output_path)), exist_ok=True)
+    fig.savefig(output_path, dpi=dpi)
+    plt.close(fig)
+    print(f"Visualization saved to: {output_path}")
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Visualize microWakeWord (MWW) hop metrics and detections from SOF mtrace logs."
+    )
+    parser.add_argument(
+        "input", nargs="?", default="-",
+        help="Path to mtrace log file (default: '-' for stdin)"
+    )
+    parser.add_argument(
+        "-o", "--output", default=None,
+        help="Output PNG image path (default: <input_stem>_mww.png or mww_mtrace.png for stdin)"
+    )
+    parser.add_argument(
+        "-t", "--threshold", type=int, default=60,
+        help="Wake word detection probability threshold in percent (default: 60)"
+    )
+    parser.add_argument(
+        "--raw-units", action="store_true",
+        help="Plot raw integer values instead of Q23 float representation for E, Ne, mel, and AGC"
+    )
+    parser.add_argument(
+        "--no-vad", action="store_true",
+        help="Disable green shading for VAD active regions"
+    )
+    parser.add_argument(
+        "--dpi", type=int, default=150,
+        help="DPI resolution for the generated PNG (default: 150)"
+    )
+    parser.add_argument(
+        "--title", default=None,
+        help="Custom title for the figure"
+    )
+    parser.add_argument(
+        "--pcan", action=argparse.BooleanOptionalAction, default=None,
+        help="Enable/disable PCAN mode layout (3 panels, no software AGC / mel log-E envelope). Auto-detected if omitted."
+    )
+
+    args = parser.parse_args()
+
+    # Determine default output path if not specified
+    if args.output is None:
+        if args.input == "-":
+            args.output = "mww_mtrace.png"
+        else:
+            base, _ = os.path.splitext(args.input)
+            args.output = f"{base}_mww.png"
+
+    hops, probs, detects, kpb_triggers, summaries = parse_mtrace(args.input)
+
+    title = args.title
+    if title is None and args.input != "-":
+        title = f"MWW Diagnostics — {os.path.basename(args.input)}"
+
+    is_pcan = args.pcan if args.pcan is not None else any(h.get("pcan", False) for h in hops)
+    mode_str = "PCAN 8-bit" if is_pcan else "Standard 32-bit"
+    print(f"Parsed {len(hops)} hops ({mode_str}), {len(probs)} inferences, {len(detects)} detections from {args.input}")
+    for d in detects:
+        print(f"  [Detection Event] timestamp={d['t']}s, probability={d['prob']}%")
+    for s in summaries:
+        print(f"  [Shutdown Summary] inferences={s['inferences']}, detections={s['detections']}, arena={s['arena_used']}/{s['arena_cap']} B")
+
+    plot_mww_diagnostics(
+        hops=hops,
+        probs=probs,
+        detects=detects,
+        kpb_triggers=kpb_triggers,
+        summaries=summaries,
+        output_path=args.output,
+        title=title,
+        threshold=args.threshold,
+        raw_units=args.raw_units,
+        show_vad=not args.no_vad,
+        dpi=args.dpi,
+        pcan=args.pcan
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/audio/microwakeword/tune/sof_mww_prepare_silence_unknown.sh b/src/audio/microwakeword/tune/sof_mww_prepare_silence_unknown.sh
new file mode 100755
index 000000000000..6a50bd2a4a6a
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_prepare_silence_unknown.sh
@@ -0,0 +1,160 @@
+#!/bin/bash
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# Prepare the silence/ and unknown/ dataset classes for microWakeWord (MWW)
+# training by fetching Google Speech Commands v2 and slicing/sampling from it.
+#
+# Output layout (merges with any existing keyword class dirs under <out_root>):
+#   <out_root>/silence/*.wav   1-second slices of _background_noise_/*.wav
+#   <out_root>/unknown/*.wav   random sample of non-target Speech Commands words
+#
+# Speech Commands v2 is 2.4 GB (~106k files). It is cached under $SC_CACHE
+# (default ~/.cache/speech_commands_v2) so subsequent runs are instant.
+#
+# Requirements: sox on PATH, ~3 GB of free disk for the cache.
+
+set -e
+
+OUT_ROOT="${1:-}"
+if [[ -z "$OUT_ROOT" ]]; then
+	cat >&2 <<EOF
+Usage: $0 <out_root>
+
+  out_root   Dataset root; silence/ and unknown/ are added under it, alongside
+             any keyword class directories already present.
+
+Optional env:
+  SC_CACHE          Directory holding the unpacked Speech Commands v2 tree
+                    (default: ~/.cache/speech_commands_v2).
+  N_SILENCE         Number of 1-second silence clips to emit (default 500).
+  N_UNKNOWN         Number of unknown-class clips to sample (default 1500).
+  UNKNOWN_WORDS     Space-separated word list to sample for unknown
+                    (default: every SC v2 word except _background_noise_).
+  GAIN_NORM         1 = peak-normalize each unknown/*.wav to GAIN_PEAK_DBFS
+                    (silence/ is left alone so background noise stays
+                    quiet). 0 = leave the clips at baseline level.
+                    Default 1.
+  GAIN_PEAK_DBFS    Peak-normalization target in dBFS (default -10).
+EOF
+	exit 1
+fi
+
+: "${SC_CACHE:=$HOME/.cache/speech_commands_v2}"
+: "${N_SILENCE:=500}"
+: "${N_UNKNOWN:=1500}"
+: "${GAIN_NORM:=1}"
+: "${GAIN_PEAK_DBFS:=-10}"
+
+apply_peak_norm() {
+	local dir="$1"
+	local tmp
+	tmp=$(mktemp --suffix=.wav)
+	for wav in "$dir"/*.wav; do
+		[ -f "$wav" ] || continue
+		sox "$wav" "$tmp" gain -n "$GAIN_PEAK_DBFS"
+		mv "$tmp" "$wav"
+	done
+	rm -f "$tmp"
+}
+
+if ! command -v sox >/dev/null; then
+	echo "sox not on PATH — please install (e.g. apt install sox)" >&2
+	exit 1
+fi
+
+if [[ ! -d "$SC_CACHE/_background_noise_" ]]; then
+	echo ">>> Fetching Speech Commands v2 into $SC_CACHE (~2.4 GB, one-time)"
+	mkdir -p "$SC_CACHE"
+	url="https://download.tensorflow.org/data/speech_commands_v0.02.tar.gz"
+	tarball="$SC_CACHE/speech_commands_v0.02.tar.gz"
+	if [[ ! -f "$tarball" ]]; then
+		wget -O "$tarball" "$url"
+	fi
+	tar -C "$SC_CACHE" -xzf "$tarball"
+fi
+
+SILENCE_OUT="$OUT_ROOT/silence"
+UNKNOWN_OUT="$OUT_ROOT/unknown"
+mkdir -p "$SILENCE_OUT" "$UNKNOWN_OUT"
+
+echo ">>> Producing $N_SILENCE silence clips into $SILENCE_OUT"
+rm -f "$SILENCE_OUT"/*.wav
+bg_files=("$SC_CACHE/_background_noise_"/*.wav)
+n_bg=${#bg_files[@]}
+if [[ $n_bg -eq 0 ]]; then
+	echo "no background noise files found under $SC_CACHE/_background_noise_" >&2
+	exit 1
+fi
+
+i=0
+while [[ $i -lt $N_SILENCE ]]; do
+	bg="${bg_files[$((RANDOM % n_bg))]}"
+	duration=$(soxi -D "$bg" | awk '{print int($1)}')
+	if [[ $duration -le 1 ]]; then
+		continue
+	fi
+	max_start=$((duration - 1))
+	start=$((RANDOM % max_start))
+	out="$SILENCE_OUT/silence_${i}.wav"
+	sox "$bg" -r 16000 -c 1 -b 16 "$out" trim "$start" 1.0
+	i=$((i + 1))
+done
+
+echo ">>> Sampling $N_UNKNOWN unknown words into $UNKNOWN_OUT"
+rm -f "$UNKNOWN_OUT"/*.wav
+
+if [[ -z "$UNKNOWN_WORDS" ]]; then
+	word_dirs=()
+	for d in "$SC_CACHE"/*/; do
+		base=$(basename "$d")
+		case "$base" in
+			_background_noise_) ;;
+			*) word_dirs+=("$d") ;;
+		esac
+	done
+else
+	word_dirs=()
+	for w in $UNKNOWN_WORDS; do
+		if [[ -d "$SC_CACHE/$w" ]]; then
+			word_dirs+=("$SC_CACHE/$w")
+		fi
+	done
+fi
+
+n_words=${#word_dirs[@]}
+if [[ $n_words -eq 0 ]]; then
+	echo "no word directories found under $SC_CACHE" >&2
+	exit 1
+fi
+
+all_wavs=()
+for d in "${word_dirs[@]}"; do
+	for f in "${d%/}"/*.wav; do
+		[[ -f "$f" ]] && all_wavs+=("$f")
+	done
+done
+
+n_all=${#all_wavs[@]}
+if [[ $n_all -eq 0 ]]; then
+	echo "no speech command WAVs found" >&2
+	exit 1
+fi
+
+shuffled=($(printf "%s\n" "${all_wavs[@]}" | shuf -n "$N_UNKNOWN"))
+
+i=0
+for wav in "${shuffled[@]}"; do
+	out="$UNKNOWN_OUT/unknown_${i}.wav"
+	sox "$wav" -r 16000 -c 1 -b 16 "$out"
+	i=$((i + 1))
+done
+
+if [[ "$GAIN_NORM" = "1" ]]; then
+	echo ">>> Applying peak normalization (${GAIN_PEAK_DBFS} dBFS) to $UNKNOWN_OUT"
+	apply_peak_norm "$UNKNOWN_OUT"
+fi
+
+echo ">>> Done. Dataset now contains:"
+echo "    silence: $(find "$SILENCE_OUT" -name '*.wav' | wc -l) WAVs"
+echo "    unknown: $(find "$UNKNOWN_OUT" -name '*.wav' | wc -l) WAVs"
diff --git a/src/audio/microwakeword/tune/sof_mww_train.py b/src/audio/microwakeword/tune/sof_mww_train.py
new file mode 100644
index 000000000000..c29215a0b203
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_train.py
@@ -0,0 +1,534 @@
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+"""
+Train a microWakeWord (MWW) streaming wake-word model against SOF mel40
+features and emit drop-in replacements for:
+  - ``src/audio/microwakeword/mww_model_data.{cc,h}`` (static C-array)
+  - Topology2 config blob ``tools/topology/topology2/include/components/mww/<name>.conf``
+  - Runtime sof-ctl IPC4 text blob ``tools/ctl/ipc4/mww/<name>.txt``
+
+The model processes 40-bin mel features extracted by the SOF host testbench at
+10 ms hop stride. During streaming deployment, the model receives 3 fresh hops
+(``MWW_FEATURE_SLICE_COUNT = 3``, shape ``(1, 3, 40)``) per inference step.
+
+Requires TensorFlow >= 2.10.
+"""
+
+from __future__ import annotations
+
+import argparse
+import datetime
+import os
+import struct
+import sys
+from pathlib import Path
+
+import numpy as np
+
+import sof_mww_dataset as mww_dataset
+
+os.environ["TF_USE_LEGACY_KERAS"] = "1"
+
+try:
+    import tensorflow as tf
+except ImportError as exc:
+    print(
+        "tensorflow not importable; please activate your training venv first",
+        file=sys.stderr,
+    )
+    raise SystemExit(1) from exc
+
+
+def build_mww_model(window_hops: int = 99, num_mels: int = 40) -> tf.keras.Model:
+    """Build the base MixConv model for offline training on spectrogram windows with exact causal padding.
+
+    MixConv Layer Architecture:
+      - Layer 0: Conv2D(30, (5, 1), strides=(3, 1), causal pad 2) + BN + ReLU
+      - Layer 1: DW(5) + PW(60) + BN + ReLU (causal pad 4)
+      - Layer 2: DW(9) + PW(60) + BN + ReLU (causal pad 8)
+      - Layer 3: DW(13) + PW(60) + BN + ReLU (causal pad 12)
+      - Layer 4: DW(4) + PW(60) + BN + ReLU (causal pad 3)
+      - Aggregation: Last 5 time steps (300 features) -> Flatten -> Dropout(0.3) -> Dense(1, Sigmoid)
+    """
+    inputs = tf.keras.Input(shape=(window_hops, num_mels, 1), name="mel40_in")
+    x = tf.keras.layers.Reshape((window_hops, 1, num_mels), name="reshape")(inputs)
+
+    # Layer 0: Conv2D + BN + ReLU with causal left padding of 2 hops
+    x = tf.keras.layers.ZeroPadding2D(padding=((2, 0), (0, 0)), name="pad0")(x)
+    x = tf.keras.layers.Conv2D(
+        filters=30,
+        kernel_size=(5, 1),
+        strides=(3, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="conv0",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn0")(x)
+    x = tf.keras.layers.ReLU(name="relu0")(x)
+
+    # Layer 1: MixConv DW(5) + PW(60) + BN + ReLU with causal left padding of 4 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((4, 0), (0, 0)), name="pad1")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(5, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw1",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw1",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn1")(x)
+    x = tf.keras.layers.ReLU(name="relu1")(x)
+
+    # Layer 2: MixConv DW(9) + PW(60) + BN + ReLU with causal left padding of 8 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((8, 0), (0, 0)), name="pad2")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(9, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw2",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw2",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn2")(x)
+    x = tf.keras.layers.ReLU(name="relu2")(x)
+
+    # Layer 3: MixConv DW(13) + PW(60) + BN + ReLU with causal left padding of 12 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((12, 0), (0, 0)), name="pad3")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(13, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw3",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw3",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn3")(x)
+    x = tf.keras.layers.ReLU(name="relu3")(x)
+
+    # Layer 4: MixConv DW(21) + PW(60) + BN + ReLU with causal left padding of 20 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((20, 0), (0, 0)), name="pad4")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(21, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw4",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw4",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn4")(x)
+    x = tf.keras.layers.ReLU(name="relu4")(x)
+
+    # Temporal feature aggregation (last 5 steps: 5 * 60 = 300)
+    x = tf.keras.layers.Lambda(lambda t: t[:, -5:, :, :], name="last5")(x)
+    x = tf.keras.layers.Flatten(name="flatten")(x)
+    x = tf.keras.layers.Dropout(0.3, name="dropout")(x)
+    outputs = tf.keras.layers.Dense(
+        1, activation="sigmoid", bias_initializer=tf.keras.initializers.Constant(-2.0), name="dense"
+    )(x)
+
+    return tf.keras.Model(inputs=inputs, outputs=outputs, name="mww_base_model")
+
+
+def build_streaming_inference_model(
+    trained_model: tf.keras.Model,
+    slice_hops: int = 3,
+    num_mels: int = 40,
+) -> tf.keras.Model:
+    """Build true layer-by-layer streaming MixConv inference model with internal ring buffers and fused BatchNorm."""
+    def fold_bn(conv_layer, bn_layer):
+        gamma, beta, mean, var = bn_layer.get_weights()
+        weights = conv_layer.get_weights()
+        W = weights[0]
+        b = weights[1] if len(weights) > 1 else np.zeros(W.shape[-1], dtype=np.float32)
+        scale = gamma / np.sqrt(var + bn_layer.epsilon)
+        W_fused = W * scale
+        b_fused = (b - mean) * scale + beta
+        return [W_fused, b_fused]
+
+    class StreamingMixConvMWW(tf.keras.Model):
+        def __init__(self, **kwargs):
+            super().__init__(**kwargs)
+            self.conv0 = tf.keras.layers.Conv2D(
+                30, kernel_size=(5, 1), strides=(3, 1), padding="valid", activation="relu", name="conv0"
+            )
+            self.dw1 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(5, 1), strides=(1, 1), padding="valid", activation=None, name="dw1"
+            )
+            self.pw1 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw1"
+            )
+            self.dw2 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(9, 1), strides=(1, 1), padding="valid", activation=None, name="dw2"
+            )
+            self.pw2 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw2"
+            )
+            self.dw3 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(13, 1), strides=(1, 1), padding="valid", activation=None, name="dw3"
+            )
+            self.pw3 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw3"
+            )
+            self.dw4 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(21, 1), strides=(1, 1), padding="valid", activation=None, name="dw4"
+            )
+            self.pw4 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw4"
+            )
+            self.dense = tf.keras.layers.Dense(1, activation="sigmoid", name="dense")
+
+            # Layer-by-layer persistent state ring buffers
+            self.state0 = tf.Variable(tf.zeros((1, 2, 1, num_mels)), trainable=False, name="stream")
+            self.state1 = tf.Variable(tf.zeros((1, 4, 1, 30)), trainable=False, name="stream_1")
+            self.state2 = tf.Variable(tf.zeros((1, 8, 1, 60)), trainable=False, name="stream_2")
+            self.state3 = tf.Variable(tf.zeros((1, 12, 1, 60)), trainable=False, name="stream_3")
+            self.state4 = tf.Variable(tf.zeros((1, 20, 1, 60)), trainable=False, name="stream_4")
+            self.state5 = tf.Variable(tf.zeros((1, 4, 1, 60)), trainable=False, name="stream_5")
+
+        @tf.function(
+            input_signature=[
+                tf.TensorSpec(shape=(1, slice_hops, num_mels), dtype=tf.float32, name="input_audio")
+            ]
+        )
+        def call(self, inputs):
+            x = tf.expand_dims(inputs, axis=2)  # (1, 3, 1, 40)
+            c0 = tf.concat([self.state0, x], axis=1)
+            self.state0.assign(c0[:, 3:, :, :])
+            y0 = self.conv0(c0)
+
+            c1 = tf.concat([self.state1, y0], axis=1)
+            self.state1.assign(c1[:, 1:, :, :])
+            y1 = self.pw1(self.dw1(c1))
+
+            c2 = tf.concat([self.state2, y1], axis=1)
+            self.state2.assign(c2[:, 1:, :, :])
+            y2 = self.pw2(self.dw2(c2))
+
+            c3 = tf.concat([self.state3, y2], axis=1)
+            self.state3.assign(c3[:, 1:, :, :])
+            y3 = self.pw3(self.dw3(c3))
+
+            c4 = tf.concat([self.state4, y3], axis=1)
+            self.state4.assign(c4[:, 1:, :, :])
+            y4 = self.pw4(self.dw4(c4))
+
+            c5 = tf.concat([self.state5, y4], axis=1)
+            self.state5.assign(c5[:, 1:, :, :])
+
+            flat = tf.reshape(c5, (1, 300))
+            return self.dense(flat)
+
+    streaming_model = StreamingMixConvMWW(name="mww_streaming_model")
+    # Initialize weights by passing dummy input
+    dummy_in = tf.zeros((1, slice_hops, num_mels))
+    streaming_model(dummy_in)
+
+    # Set fused weights
+    streaming_model.conv0.set_weights(fold_bn(trained_model.get_layer("conv0"), trained_model.get_layer("bn0")))
+    streaming_model.dw1.set_weights(trained_model.get_layer("dw1").get_weights())
+    streaming_model.pw1.set_weights(fold_bn(trained_model.get_layer("pw1"), trained_model.get_layer("bn1")))
+    streaming_model.dw2.set_weights(trained_model.get_layer("dw2").get_weights())
+    streaming_model.pw2.set_weights(fold_bn(trained_model.get_layer("pw2"), trained_model.get_layer("bn2")))
+    streaming_model.dw3.set_weights(trained_model.get_layer("dw3").get_weights())
+    streaming_model.pw3.set_weights(fold_bn(trained_model.get_layer("pw3"), trained_model.get_layer("bn3")))
+    streaming_model.dw4.set_weights(trained_model.get_layer("dw4").get_weights())
+    streaming_model.pw4.set_weights(fold_bn(trained_model.get_layer("pw4"), trained_model.get_layer("bn4")))
+    streaming_model.dense.set_weights(trained_model.get_layer("dense").get_weights())
+
+    return streaming_model
+
+
+def split_train_val(
+    X: np.ndarray,
+    y: np.ndarray,
+    val_frac: float = 0.2,
+    seed: int = 0,
+) -> tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray]:
+    """Stratified train/val split."""
+    rng = np.random.default_rng(seed)
+    idx = np.arange(y.size)
+    train_mask = np.zeros(y.size, dtype=bool)
+    for c in np.unique(y):
+        cls_idx = idx[y == c]
+        rng.shuffle(cls_idx)
+        cut = int(round(cls_idx.size * (1.0 - val_frac)))
+        train_mask[cls_idx[:cut]] = True
+    return X[train_mask], y[train_mask], X[~train_mask], y[~train_mask]
+
+
+def representative_dataset(
+    X: np.ndarray,
+    y: np.ndarray,
+    n_samples: int = 500,
+    slice_hops: int = 3,
+    num_mels: int = 40,
+):
+    """Yield representative calibration inputs with shape (1, slice_hops, num_mels)."""
+    rng = np.random.default_rng(0)
+    pos_idx = np.where(y == 1)[0]
+    neg_idx = np.where(y == 0)[0]
+    samples_yielded = 0
+    while samples_yielded < n_samples:
+        if (samples_yielded % 2 == 0) and len(pos_idx) > 0:
+            idx = rng.choice(pos_idx)
+        else:
+            idx = rng.choice(neg_idx)
+        win = X[idx, :, :, 0]
+        for h in range(0, win.shape[0] - slice_hops + 1, slice_hops):
+            slice_3 = win[h : h + slice_hops, :]
+            yield [slice_3[np.newaxis, ...].astype(np.float32)]
+            samples_yielded += 1
+            if samples_yielded >= n_samples:
+                break
+
+
+def convert_to_tflite_int8(
+    model: tf.keras.Model,
+    rep_X: np.ndarray,
+    rep_y: np.ndarray,
+    n_rep: int = 500,
+) -> bytes:
+    """Convert model to int8 quantized TFLite flatbuffer."""
+    converter = tf.lite.TFLiteConverter.from_keras_model(model)
+    converter.optimizations = [tf.lite.Optimize.DEFAULT]
+    converter.representative_dataset = lambda: representative_dataset(
+        rep_X, rep_y, n_samples=n_rep, slice_hops=3, num_mels=40
+    )
+    converter.target_spec.supported_ops = [
+        tf.lite.OpsSet.TFLITE_BUILTINS_INT8,
+    ]
+    converter.inference_input_type = tf.int8
+    converter.inference_output_type = tf.int8
+    return converter.convert()
+
+
+# SOF IPC4 ABI definitions
+SOF_IPC4_ABI_MAGIC = 0x34464F53  # 'SOF4'
+SOF_ABI_VERSION = (3 << 24) | (29 << 12) | 1  # 3.29.1
+SOF_CTRL_CMD_BINARY = 3
+
+
+def build_ipc4_abi_blob(tflite_bytes: bytes, param_id: int = 0) -> bytes:
+    """Pack tflite model bytes behind a standard 32-byte struct sof_abi_hdr."""
+    size = len(tflite_bytes)
+    abi_header = struct.pack("<IIIIIIII", SOF_IPC4_ABI_MAGIC, param_id, size, SOF_ABI_VERSION, 0, 0, 0, 0)
+    pad = (4 - (size % 4)) % 4
+    return abi_header + tflite_bytes + b"\x00" * pad
+
+
+def emit_c_array(
+    tflite_bytes: bytes,
+    out_cc: Path,
+    out_h: Path,
+    symbol: str = "mww_model_data",
+) -> None:
+    """Emit C array source and header."""
+    guard = symbol.upper() + "_H_"
+    with open(out_h, "w") as f:
+        f.write("// SPDX-License-Identifier: BSD-3-Clause\n")
+        f.write("// Auto-generated by sof_mww_train.py — do not edit.\n\n")
+        f.write(f"#ifndef {guard}\n#define {guard}\n\n")
+        f.write("#include <cstddef>\n#include <cstdint>\n\n")
+        f.write(f"extern const unsigned char {symbol}[];\n")
+        f.write(f"extern const size_t {symbol}_size;\n\n")
+        f.write(f"#endif  // {guard}\n")
+
+    with open(out_cc, "w") as f:
+        f.write("// SPDX-License-Identifier: BSD-3-Clause\n")
+        f.write("// Auto-generated by sof_mww_train.py — do not edit.\n\n")
+        f.write(f'#include "{out_h.name}"\n\n')
+        f.write(f"alignas(16) const unsigned char {symbol}[] = {{\n")
+        line = "    "
+        for i, b in enumerate(tflite_bytes):
+            line += f"0x{b:02x}, "
+            if (i + 1) % 12 == 0:
+                f.write(line.rstrip() + "\n")
+                line = "    "
+        if line.strip():
+            f.write(line.rstrip() + "\n")
+        f.write("};\n\n")
+        f.write(f"const size_t {symbol}_size = {len(tflite_bytes)};\n")
+
+
+def emit_topology2_conf(
+    tflite_bytes: bytes,
+    out_conf: Path,
+    model_name: str,
+) -> None:
+    """Emit Topology2 configuration blob in .conf format."""
+    blob8 = build_ipc4_abi_blob(tflite_bytes)
+    words = struct.unpack(f"<{len(blob8) // 4}I", blob8)
+    out_conf.parent.mkdir(parents=True, exist_ok=True)
+    today = datetime.date.today().strftime("%d-%b-%Y")
+    data_name = f"mww_config_{model_name}"
+    with open(out_conf, "w") as f:
+        f.write(f"# Exported microWakeWord Model Control Words {today}\n")
+        f.write(f"# Model: {model_name}\n")
+        f.write(f"# Auto-generated by sof_mww_train.py — do not edit.\n")
+        f.write(f'Object.Base.data."{data_name}" {{\n')
+        f.write('\twords "\n')
+        lines = []
+        for i in range(0, len(words), 8):
+            chunk = words[i : i + 8]
+            lines.append(",".join(f"0x{w:08x}" for w in chunk))
+        for idx, line in enumerate(lines):
+            if idx == len(lines) - 1:
+                f.write(f"\t\t{line}\"\n")
+            else:
+                f.write(f"\t\t{line},\n")
+        f.write("}\n")
+
+
+def emit_sofctl_ipc4_txt(
+    tflite_bytes: bytes,
+    out_txt: Path,
+) -> None:
+    """Emit sof-ctl IPC4 text blob in comma-separated uint32 CSV format."""
+    size = len(tflite_bytes)
+    tlv_cmd = SOF_CTRL_CMD_BINARY
+    tlv_size = 32 + size
+    pad = (4 - (size % 4)) % 4
+    payload_padded = tflite_bytes + b"\x00" * pad
+    tlv_header = struct.pack("<II", tlv_cmd, tlv_size)
+    abi_header = struct.pack("<IIIIIIII", SOF_IPC4_ABI_MAGIC, 0, size, SOF_ABI_VERSION, 0, 0, 0, 0)
+    blob = tlv_header + abi_header + payload_padded
+
+    words = struct.unpack(f"<{len(blob) // 4}I", blob)
+    out_txt.parent.mkdir(parents=True, exist_ok=True)
+    with open(out_txt, "w") as f:
+        f.write(",".join(str(w) for w in words) + "\n")
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--feat-root", required=True, help="Directory with <label>/*.raw feature files")
+    parser.add_argument("--keyword", required=True, action="append", help="Target positive keyword class(es)")
+    parser.add_argument("--name", default="mww_model", help="Base name for exported artifacts")
+    parser.add_argument("--out-dir", default=".", help="Output directory for trained artifacts")
+    parser.add_argument("--epochs", type=int, default=30, help="Training epochs (default 30)")
+    parser.add_argument("--batch-size", type=int, default=64, help="Batch size (default 64)")
+    parser.add_argument("--lr", type=float, default=1e-3, help="Learning rate (default 1e-3)")
+    parser.add_argument("--val-frac", type=float, default=0.2, help="Validation fraction (default 0.2)")
+    parser.add_argument("--class-weight-neg", type=float, default=1.0, help="Loss multiplier for negative samples (default 1.0)")
+    parser.add_argument("--gain-aug-db-min", type=float, default=-8.0, help="Min gain jitter in dB (default -8.0)")
+    parser.add_argument("--gain-aug-db-max", type=float, default=3.0, help="Max gain jitter in dB (default 3.0)")
+    parser.add_argument("--seed", type=int, default=0, help="Random seed (default 0)")
+
+    args = parser.parse_args()
+    labels = []
+    for neg_dir in ("ambient", "silence", "unknown", "babble", "noise"):
+        if os.path.isdir(os.path.join(args.feat_root, neg_dir)):
+            labels.append(neg_dir)
+    if not labels:
+        labels = ["silence", "unknown"]
+    labels += args.keyword
+    print(f">>> Loading dataset from {args.feat_root} for classes: {labels}")
+
+    X_raw, y = mww_dataset.load_dataset(
+        args.feat_root,
+        labels=labels,
+        gain_aug_db_min=args.gain_aug_db_min,
+        gain_aug_db_max=args.gain_aug_db_max,
+        seed=args.seed,
+    )
+
+    if X_raw.shape[0] == 0:
+        print("Error: empty dataset loaded. Check feat-root path.", file=sys.stderr)
+        return 1
+
+    print(f">>> Applying soft mel-log AGC (target 0 dB, release 0.5 dB/s)...")
+    X = mww_dataset.apply_soft_agc(X_raw)
+
+    X_train, y_train, X_val, y_val = split_train_val(X, y, val_frac=args.val_frac, seed=args.seed)
+    print(f">>> Training split: {X_train.shape[0]} samples (pos: {np.sum(y_train == 1)}, neg: {np.sum(y_train == 0)})")
+    print(f">>> Validation split: {X_val.shape[0]} samples (pos: {np.sum(y_val == 1)}, neg: {np.sum(y_val == 0)})")
+
+    model = build_mww_model(window_hops=mww_dataset.WINDOW_HOPS, num_mels=mww_dataset.HOP_BINS)
+    model.compile(
+        optimizer=tf.keras.optimizers.Adam(learning_rate=args.lr),
+        loss=tf.keras.losses.BinaryCrossentropy(),
+        metrics=["accuracy", tf.keras.metrics.Precision(name="prec"), tf.keras.metrics.Recall(name="rec")],
+    )
+
+    print(">>> Training base model...")
+    class_weight = {0: args.class_weight_neg, 1: 1.0}
+    model.fit(
+        X_train,
+        y_train,
+        validation_data=(X_val, y_val),
+        epochs=args.epochs,
+        batch_size=args.batch_size,
+        class_weight=class_weight,
+        verbose=2,
+    )
+
+    print(">>> Building fused layer-by-layer streaming inference model...")
+    streaming_model = build_streaming_inference_model(model, slice_hops=3, num_mels=40)
+
+    print(">>> Quantizing to int8 with representative dataset...")
+    tflite_bytes = convert_to_tflite_int8(streaming_model, rep_X=X_train, rep_y=y_train)
+    print(f">>> Quantized TFLite size: {len(tflite_bytes)} bytes")
+
+    out_dir = Path(args.out_dir)
+    out_dir.mkdir(parents=True, exist_ok=True)
+
+    # 1. Save .tflite flatbuffer
+    tflite_path = out_dir / f"{args.name}_quantized_model.tflite"
+    with open(tflite_path, "wb") as f:
+        f.write(tflite_bytes)
+    print(f">>> Saved {tflite_path}")
+
+    # 2. Save static C array files
+    cc_path = out_dir / "mww_model_data.cc"
+    h_path = out_dir / "mww_model_data.h"
+    emit_c_array(tflite_bytes, cc_path, h_path, symbol="mww_model_data")
+    print(f">>> Emitted C array to {cc_path} and {h_path}")
+
+    # 3. Save Topology2 config
+    conf_path = out_dir / f"{args.name}.conf"
+    emit_topology2_conf(tflite_bytes, conf_path, model_name=args.name)
+    print(f">>> Emitted Topology2 conf to {conf_path}")
+
+    # 4. Save sof-ctl IPC4 text
+    txt_path = out_dir / f"{args.name}.txt"
+    emit_sofctl_ipc4_txt(tflite_bytes, txt_path)
+    print(f">>> Emitted sof-ctl text to {txt_path}")
+
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/src/audio/microwakeword/tune/sof_mww_train_pcan.py b/src/audio/microwakeword/tune/sof_mww_train_pcan.py
new file mode 100755
index 000000000000..6a275fbecbee
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_train_pcan.py
@@ -0,0 +1,1178 @@
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+"""
+All-in-one Python reference training pipeline for microWakeWord (MWW) using PCAN.
+
+Uses TensorFlow's audio_microfrontend (Per-Channel Auto-Gain Normalization / PCAN)
+to extract 40-bin mel features directly from WAV datasets (e.g. ~/wov/wavs/{silence,unknown,<keyword>}),
+trains the streaming MixConv neural network, int8 quantizes to TFLite, and runs a streaming
+evaluation to print a full confusion matrix and detection performance report.
+
+Used to benchmark and compare PCAN frontend performance against SOF MFCC testbench features.
+
+Example:
+    python3 sof_mww_train_pcan.py \
+        --wav-root ~/wov/wavs \
+        --keyword hey_jarvis \
+        --out-dir ~/wov/model_pcan \
+        --epochs 30
+"""
+
+from __future__ import annotations
+
+import argparse
+import datetime
+import glob
+import os
+import struct
+import sys
+import wave
+from pathlib import Path
+
+# Force legacy Keras 2 to ensure compatibility with TFLite int8 converter and resource variables
+os.environ["TF_USE_LEGACY_KERAS"] = "1"
+
+import numpy as np
+
+try:
+    import tensorflow as tf
+    from tensorflow.lite.experimental.microfrontend.python.ops import (
+        audio_microfrontend_op as frontend_op,
+    )
+except ImportError as exc:
+    print(
+        "Error: tensorflow is required. Please activate your Python training venv:\n"
+        "  source ~/venvs/mww-train/bin/activate",
+        file=sys.stderr,
+    )
+    raise SystemExit(1) from exc
+
+HOP_BINS = 40
+WINDOW_HOPS = 100  # 1.0 second at 10 ms hop stride
+SLICE_HOPS = 3     # 30 ms streaming chunk size (MWW_FEATURE_SLICE_COUNT)
+
+
+# -----------------------------------------------------------------------------
+# 1. WAV Loading & Audio Microfrontend (PCAN) Feature Extraction
+# -----------------------------------------------------------------------------
+
+def load_wav_pcm16(path: str) -> np.ndarray:
+    """Read a WAV file and return 1D int16 PCM audio samples."""
+    with wave.open(path, "rb") as w:
+        n_channels = w.getnchannels()
+        sampwidth = w.getsampwidth()
+        framerate = w.getframerate()
+        n_frames = w.getnframes()
+        data = w.readframes(n_frames)
+
+    if sampwidth == 2:
+        pcm = np.frombuffer(data, dtype=np.int16)
+    elif sampwidth == 4:
+        # 32-bit integer PCM -> convert to int16
+        pcm = (np.frombuffer(data, dtype=np.int32) >> 16).astype(np.int16)
+    elif sampwidth == 3:
+        # 24-bit PCM
+        raw = np.frombuffer(data, dtype=np.uint8)
+        raw_reshaped = raw.reshape(-1, 3)
+        # Sign-extend 24-bit to 32-bit, then take high 16 bits
+        int32 = (
+            raw_reshaped[:, 0].astype(np.int32)
+            | (raw_reshaped[:, 1].astype(np.int32) << 8)
+            | (raw_reshaped[:, 2].astype(np.int8).astype(np.int32) << 16)
+        )
+        pcm = (int32 >> 8).astype(np.int16)
+    else:
+        raise ValueError(f"Unsupported sample width: {sampwidth} bytes in {path}")
+
+    # Stereo -> take first channel
+    if n_channels > 1:
+        pcm = pcm.reshape(-1, n_channels)[:, 0]
+
+    return pcm
+
+
+def extract_pcan_features(
+    pcm_int16: np.ndarray,
+    sample_rate: int = 16000,
+    window_size_ms: int = 30,
+    window_step_ms: int = 10,
+    num_channels: int = 40,
+    pcan_strength: float = 0.95,
+    pcan_offset: float = 80.0,
+) -> np.ndarray:
+    """Extract 40-bin mel spectrogram features using Google PCAN microfrontend.
+
+    Returns float32 array of shape (N_hops, num_channels).
+    """
+    if len(pcm_int16) < (window_size_ms * sample_rate // 1000):
+        return np.zeros((0, num_channels), dtype=np.float32)
+
+    audio_tensor = tf.constant(pcm_int16, dtype=tf.int16)
+    feats = frontend_op.audio_microfrontend(
+        audio_tensor,
+        sample_rate=sample_rate,
+        window_size=window_size_ms,
+        window_step=window_step_ms,
+        num_channels=num_channels,
+        upper_band_limit=7500.0,
+        lower_band_limit=125.0,
+        enable_pcan=True,
+        pcan_strength=pcan_strength,
+        pcan_offset=pcan_offset,
+        gain_bits=21,
+        enable_log=True,
+        scale_shift=6,
+        out_scale=1,
+        out_type=tf.float32,
+    )
+    return feats.numpy()
+
+
+# -----------------------------------------------------------------------------
+# 2. Window Slicing and Dataset Loading
+# -----------------------------------------------------------------------------
+
+def find_speech_bounds(mel: np.ndarray, threshold_ratio: float = 0.15) -> tuple[int, int]:
+    """Find start and end hop indices of active speech in the mel spectrogram."""
+    frame_energy = np.sum(mel, axis=1)
+    min_e, max_e = float(np.min(frame_energy)), float(np.max(frame_energy))
+    if max_e - min_e < 1.0:
+        return 0, mel.shape[0]
+    thresh = min_e + (max_e - min_e) * threshold_ratio
+    active = np.where(frame_energy > thresh)[0]
+    if len(active) == 0:
+        return 0, mel.shape[0]
+    start = max(0, int(active[0]) - 5)
+    end = min(mel.shape[0], int(active[-1]) + 5)
+    return start, end
+
+
+def generate_synthetic_transients(
+    n_samples: int = 2500,
+    window_hops: int = WINDOW_HOPS,
+    rng: np.random.Generator | None = None,
+) -> list[np.ndarray]:
+    """Generate synthetic acoustic transients (clicks, taps, pops, step changes).
+
+    These serve as hard negatives (y=0) to ensure the streaming classifier does
+    not learn a spurious shortcut where quiet background followed by a sudden
+    acoustic onset at the window's end triggers the wake word.
+    """
+    if rng is None:
+        rng = np.random.default_rng(0)
+
+    transients: list[np.ndarray] = []
+    for _ in range(n_samples):
+        win = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+        # Background: 50% flat silence, 50% low-level ambient noise floor
+        if rng.random() > 0.5:
+            win += rng.uniform(0.0, 50.0, size=(window_hops, HOP_BINS)).astype(np.float32)
+
+        # Transient width: 1 to 8 hops (10 ms to 80 ms)
+        w = int(rng.integers(1, 9))
+
+        # Position: 70% placed near window end (hops 80..window_hops-w), where
+        # the temporal Dense layer looks; 30% placed earlier in the window
+        if rng.random() > 0.3:
+            pos = int(rng.integers(max(0, window_hops - 18), max(1, window_hops - w + 1)))
+        else:
+            pos = int(rng.integers(0, max(1, window_hops - w)))
+
+        t_type = rng.choice(
+            [
+                "broadband_click",
+                "decaying_impulse",
+                "hf_snap",
+                "lf_thump",
+                "mid_tap",
+                "isolated_hop",
+                "keyboard_cadence",
+            ]
+        )
+
+        if t_type == "broadband_click":
+            # Sharp loud broadband burst across all 40 mel channels (clicks, desk taps, glitches)
+            amp = rng.uniform(150.0, 650.0)
+            win[pos : pos + w, :] += amp
+        elif t_type == "decaying_impulse":
+            # High initial peak decaying exponentially across hops
+            init_amp = rng.uniform(250.0, 650.0)
+            decay = np.exp(-np.arange(w) * rng.uniform(0.4, 1.2))[:, np.newaxis]
+            win[pos : pos + w, :] += (init_amp * decay).astype(np.float32)
+        elif t_type == "hf_snap":
+            # High frequency snap (mouse click, keyboard key switch): channels 16..39
+            amp = rng.uniform(200.0, 600.0)
+            win[pos : pos + w, 16:40] += amp
+        elif t_type == "lf_thump":
+            # Low frequency mechanical thump (desk bump, footstep): channels 0..14
+            amp = rng.uniform(200.0, 600.0)
+            win[pos : pos + w, 0:15] += amp
+        elif t_type == "mid_tap":
+            # Mid-frequency acoustic tap: channels 8..26
+            amp = rng.uniform(200.0, 600.0)
+            win[pos : pos + w, 8:27] += amp
+        elif t_type == "isolated_hop":
+            # Exactly 1 hop (10 ms) glitch spike
+            amp = rng.uniform(250.0, 660.0)
+            ch_mask = rng.random(HOP_BINS) > 0.15
+            win[pos, ch_mask] += amp
+        elif t_type == "keyboard_cadence":
+            # Rhythmic sequence of 2 to 5 key clicks spaced 80ms to 220ms apart
+            n_clicks = int(rng.integers(2, 6))
+            spacing = int(rng.integers(8, 23))  # 80ms to 220ms apart
+            end_pos = int(rng.integers(max(0, window_hops - 15), max(1, window_hops - 3)))
+            positions = [end_pos - idx * spacing for idx in range(n_clicks)]
+            for p in positions:
+                if 0 <= p < window_hops:
+                    c_len = int(rng.integers(1, 4))
+                    amp = rng.uniform(150.0, 500.0)
+                    ch_start = int(rng.integers(8, 20))
+                    win[p : min(window_hops, p + c_len), ch_start:40] += amp
+
+        win = np.clip(win, 0.0, 666.0)
+        transients.append(win)
+
+    return transients
+
+
+def load_pcan_dataset(
+    wav_root: str,
+    labels: list[str],
+    window_hops: int = WINDOW_HOPS,
+    gain_aug_db_min: float = -12.0,
+    gain_aug_db_max: float = 4.0,
+    seed: int = 0,
+) -> tuple[np.ndarray, np.ndarray, dict[str, list[str]]]:
+    """Extract PCAN features for all WAVs and generate balanced training windows.
+
+    Applies streaming wake-word alignment and hard negative mining:
+      - Keyword positives: Aligned at keyword completion (end of speech near window end)
+      - Hard negatives from keywords: Pre-speech leading silence and post-speech trailing silence
+      - Negatives: Sliced across silence and non-target speech
+      - Quiescent baseline: Pure silence baseline windows (y=0)
+
+    Returns:
+      X: (N, window_hops, 40, 1) float32 tensor
+      y: (N,) binary labels (0 for negative, 1 for positive keyword)
+      file_map: Dict mapping label -> list of WAV paths
+    """
+    rng = np.random.default_rng(seed)
+    all_X: list[np.ndarray] = []
+    all_y: list[int] = []
+    file_map: dict[str, list[str]] = {}
+
+    for label in labels:
+        label_dir = os.path.join(wav_root, label)
+        wav_files = sorted(glob.glob(os.path.join(label_dir, "*.wav")))
+        file_map[label] = wav_files
+
+        if not wav_files:
+            print(f"Warning: no .wav files found in {label_dir}", file=sys.stderr)
+            continue
+
+        is_keyword = (label not in ("ambient", "silence", "unknown", "noise", "background", "babble"))
+        is_ambient = (label in ("ambient", "silence", "noise", "background", "babble"))
+
+        for f in wav_files:
+            pcm = load_wav_pcm16(f)
+            mel = extract_pcan_features(pcm)
+            if mel.shape[0] < 5:
+                continue
+
+            T = mel.shape[0]
+
+            if is_keyword:
+                speech_start, speech_end = find_speech_bounds(mel)
+                if T <= window_hops:
+                    pad_len = window_hops - T
+                    # Positive windows: speech ends near the right of the window (wake word completed)
+                    offsets = [pad_len, max(0, pad_len - 3), max(0, pad_len - 6)]
+                    for off in offsets:
+                        win = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                        win[off : off + T] = mel
+                        all_X.append(win)
+                        all_y.append(1)
+
+                    # Hard negative 1: utterance placed at far left (trailing silence in window)
+                    win_neg = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                    win_neg[0 : T] = mel
+                    all_X.append(win_neg)
+                    all_y.append(0)
+
+                    # Hard negative 2: initial syllable / onset only (first 1/3 of keyword at end of silence)
+                    mid_pt = max(5, (speech_end - speech_start) // 2)
+                    win_part = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                    win_part[window_hops - mid_pt :] = mel[speech_start : speech_start + mid_pt]
+                    all_X.append(win_part)
+                    all_y.append(0)
+                else:
+                    # Positive windows: window ending right around speech_end (wake word completed!)
+                    for jitter in [0, -3, 3]:
+                        end_idx = min(T, max(window_hops, speech_end + jitter))
+                        start_idx = end_idx - window_hops
+                        if start_idx >= 0:
+                            all_X.append(mel[start_idx : end_idx].copy())
+                            all_y.append(1)
+                        else:
+                            win = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                            win[window_hops - end_idx :] = mel[:end_idx]
+                            all_X.append(win)
+                            all_y.append(1)
+
+                    # Hard negative 1: Initial syllable / onset at window end (e.g. only "Hi")
+                    mid_pt = max(8, (speech_end - speech_start) // 2)
+                    onset_end = min(T, speech_start + mid_pt)
+                    win_onset = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                    dur = min(window_hops, onset_end)
+                    win_onset[window_hops - dur :] = mel[onset_end - dur : onset_end]
+                    all_X.append(win_onset)
+                    all_y.append(0)
+
+                    # Hard negative 2: First 10 hops (100ms) onset of keyword at end of silence
+                    win_first10 = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                    k_len = min(10, T - speech_start)
+                    win_first10[window_hops - k_len :] = mel[speech_start : speech_start + k_len]
+                    all_X.append(win_first10)
+                    all_y.append(0)
+
+                    # Hard negative 3: Pre-speech window (leading silence)
+                    if speech_start >= 10:
+                        end_lead = min(T, speech_start + 5)
+                        win_lead = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                        dur_lead = min(window_hops, end_lead)
+                        win_lead[window_hops - dur_lead :] = mel[end_lead - dur_lead : end_lead]
+                        all_X.append(win_lead)
+                        all_y.append(0)
+
+                    # Hard negative 4: Post-speech window (trailing silence)
+                    if T - speech_end > 20 and T >= window_hops:
+                        all_X.append(mel[T - window_hops : T].copy())
+                        all_y.append(0)
+
+            elif is_ambient:
+                if T >= window_hops:
+                    for s in range(0, T - window_hops + 1, 10):
+                        all_X.append(mel[s : s + window_hops].copy())
+                        all_y.append(0)
+                else:
+                    win = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                    win[window_hops - T :] = mel
+                    all_X.append(win)
+                    all_y.append(0)
+
+            else:
+                # Unknown / non-target speech
+                if T >= window_hops:
+                    for s in range(0, T - window_hops + 1, 10):
+                        all_X.append(mel[s : s + window_hops].copy())
+                        all_y.append(0)
+                else:
+                    win = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                    win[window_hops - T :] = mel
+                    all_X.append(win)
+                    all_y.append(0)
+
+                # Hard negative speech onsets: First 5, 10, or 20 hops at window end
+                # (teaches the model that speech starting after silence is not a wake word)
+                if T >= 10:
+                    for k_on in [5, 10, 20]:
+                        if k_on <= T:
+                            win_on = np.zeros((window_hops, HOP_BINS), dtype=np.float32)
+                            win_on[window_hops - k_on :] = mel[:k_on]
+                            all_X.append(win_on)
+                            all_y.append(0)
+
+    # Add synthetic acoustic transients (clicks, taps, pops, keyboard typing) as hard negatives (y=0)
+    print(">>> Generating 4,000 synthetic acoustic transients and typing cadences (clicks, taps, typing)...")
+    transients = generate_synthetic_transients(n_samples=4000, window_hops=window_hops, rng=rng)
+    for t_win in transients:
+        all_X.append(t_win)
+        all_y.append(0)
+
+    # Synthesize continuous multi-word conversational speech from unknown words
+    unk_files = file_map.get("unknown", [])
+    if len(unk_files) >= 10:
+        print(f">>> Synthesizing continuous multi-word conversational speech from {len(unk_files)} unknown words...")
+        for _ in range(1200):
+            k = rng.integers(2, 5)  # 2 to 4 words per sentence
+            picks = rng.choice(unk_files, size=k)
+            pcm_parts = []
+            for p in picks:
+                p_pcm = load_wav_pcm16(p)
+                if len(p_pcm) > 0:
+                    pcm_parts.append(p_pcm)
+                    pause = np.zeros(rng.integers(800, 2400), dtype=np.int16)
+                    pcm_parts.append(pause)
+            if pcm_parts:
+                cat_pcm = np.concatenate(pcm_parts)
+                # Mix in background cafeteria babble or ambient noise into 50% of unknown speech sentences
+                amb_files = file_map.get("ambient", [])
+                if amb_files and rng.random() > 0.5:
+                    amb_p = rng.choice(amb_files)
+                    amb_pcm = load_wav_pcm16(amb_p)
+                    if len(amb_pcm) >= len(cat_pcm):
+                        st = rng.integers(0, len(amb_pcm) - len(cat_pcm) + 1)
+                        noise_sub = amb_pcm[st : st + len(cat_pcm)].astype(np.float32)
+                    elif len(amb_pcm) > 0:
+                        reps = (len(cat_pcm) // len(amb_pcm)) + 1
+                        noise_sub = np.tile(amb_pcm, reps)[:len(cat_pcm)].astype(np.float32)
+                    else:
+                        noise_sub = None
+                    if noise_sub is not None:
+                        s_rms = np.sqrt(np.mean(cat_pcm.astype(np.float32)**2))
+                        n_rms = np.sqrt(np.mean(noise_sub**2))
+                        if s_rms > 10 and n_rms > 10:
+                            snr = rng.uniform(8.0, 22.0)
+                            scale = (s_rms * (10.0 ** (-snr / 20.0))) / n_rms
+                            cat_pcm = np.clip(cat_pcm.astype(np.float32) + scale * noise_sub, -32768, 32767).astype(np.int16)
+
+                cat_mel = extract_pcan_features(cat_pcm)
+                if cat_mel.shape[0] >= window_hops:
+                    for s in range(0, cat_mel.shape[0] - window_hops + 1, 15):
+                        all_X.append(cat_mel[s : s + window_hops].copy())
+                        all_y.append(0)
+
+    # Add pure baseline silence windows to teach network that quiescent background is y=0
+    for _ in range(1000):
+        all_X.append(np.zeros((window_hops, HOP_BINS), dtype=np.float32))
+        all_y.append(0)
+
+    if not all_X:
+        return np.zeros((0, window_hops, HOP_BINS, 1), dtype=np.float32), np.zeros((0,), dtype=np.int32), file_map
+
+    # Apply gain augmentation across all windows
+    X_arr = np.stack(all_X, axis=0)
+    if gain_aug_db_min is not None and gain_aug_db_max is not None:
+        gains_db = rng.uniform(gain_aug_db_min, gain_aug_db_max, size=(X_arr.shape[0], 1, 1))
+        gains_lin = gains_db * 0.1
+        X_arr = np.clip(X_arr + gains_lin, 0.0, 666.0)
+
+    X = X_arr[..., np.newaxis]
+    y = np.array(all_y, dtype=np.int32)
+    return X, y, file_map
+
+
+def split_train_val(
+    X: np.ndarray,
+    y: np.ndarray,
+    val_frac: float = 0.2,
+    seed: int = 0,
+) -> tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray]:
+    """Stratified train/val split."""
+    rng = np.random.default_rng(seed)
+    idx = np.arange(y.size)
+    train_mask = np.zeros(y.size, dtype=bool)
+    for c in np.unique(y):
+        cls_idx = idx[y == c]
+        rng.shuffle(cls_idx)
+        cut = int(round(cls_idx.size * (1.0 - val_frac)))
+        train_mask[cls_idx[:cut]] = True
+    return X[train_mask], y[train_mask], X[~train_mask], y[~train_mask]
+
+
+# -----------------------------------------------------------------------------
+# 3. Model Architecture & Streaming Model Construction
+# -----------------------------------------------------------------------------
+
+def build_mww_model(window_hops: int = 99, num_mels: int = 40) -> tf.keras.Model:
+    """Build the base MixConv model for offline training on spectrogram windows with exact causal padding."""
+    inputs = tf.keras.Input(shape=(window_hops, num_mels, 1), name="pcan_in")
+    x = tf.keras.layers.Reshape((window_hops, 1, num_mels), name="reshape")(inputs)
+
+    # Layer 0: Conv2D + BN + ReLU with causal left padding of 2 hops
+    x = tf.keras.layers.ZeroPadding2D(padding=((2, 0), (0, 0)), name="pad0")(x)
+    x = tf.keras.layers.Conv2D(
+        filters=30,
+        kernel_size=(5, 1),
+        strides=(3, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="conv0",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn0")(x)
+    x = tf.keras.layers.ReLU(name="relu0")(x)
+
+    # Layer 1: MixConv DW(5) + PW(60) + BN + ReLU with causal left padding of 4 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((4, 0), (0, 0)), name="pad1")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(5, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw1",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw1",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn1")(x)
+    x = tf.keras.layers.ReLU(name="relu1")(x)
+
+    # Layer 2: MixConv DW(9) + PW(60) + BN + ReLU with causal left padding of 8 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((8, 0), (0, 0)), name="pad2")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(9, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw2",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw2",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn2")(x)
+    x = tf.keras.layers.ReLU(name="relu2")(x)
+
+    # Layer 3: MixConv DW(13) + PW(60) + BN + ReLU with causal left padding of 12 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((12, 0), (0, 0)), name="pad3")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(13, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw3",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw3",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn3")(x)
+    x = tf.keras.layers.ReLU(name="relu3")(x)
+
+    # Layer 4: MixConv DW(21) + PW(60) + BN + ReLU with causal left padding of 20 steps
+    x = tf.keras.layers.ZeroPadding2D(padding=((20, 0), (0, 0)), name="pad4")(x)
+    x = tf.keras.layers.DepthwiseConv2D(
+        kernel_size=(21, 1),
+        strides=(1, 1),
+        padding="valid",
+        activation=None,
+        name="dw4",
+    )(x)
+    x = tf.keras.layers.Conv2D(
+        filters=60,
+        kernel_size=(1, 1),
+        strides=(1, 1),
+        padding="valid",
+        use_bias=True,
+        activation=None,
+        name="pw4",
+    )(x)
+    x = tf.keras.layers.BatchNormalization(name="bn4")(x)
+    x = tf.keras.layers.ReLU(name="relu4")(x)
+
+    # Temporal feature aggregation (last 5 steps: 5 * 60 = 300)
+    x = tf.keras.layers.Lambda(lambda t: t[:, -5:, :, :], name="last5")(x)
+    x = tf.keras.layers.Flatten(name="flatten")(x)
+    x = tf.keras.layers.Dropout(0.3, name="dropout")(x)
+    outputs = tf.keras.layers.Dense(
+        1, activation="sigmoid", bias_initializer=tf.keras.initializers.Constant(-2.0), name="dense"
+    )(x)
+
+    return tf.keras.Model(inputs=inputs, outputs=outputs, name="mww_pcan_model")
+
+
+def build_streaming_inference_model(
+    trained_model: tf.keras.Model,
+    slice_hops: int = 3,
+    num_mels: int = 40,
+) -> tf.keras.Model:
+    """Build true layer-by-layer streaming MixConv inference model with internal ring buffers and fused BatchNorm."""
+    def fold_bn(conv_layer, bn_layer):
+        gamma, beta, mean, var = bn_layer.get_weights()
+        weights = conv_layer.get_weights()
+        W = weights[0]
+        b = weights[1] if len(weights) > 1 else np.zeros(W.shape[-1], dtype=np.float32)
+        scale = gamma / np.sqrt(var + bn_layer.epsilon)
+        W_fused = W * scale
+        b_fused = (b - mean) * scale + beta
+        return [W_fused, b_fused]
+
+    class StreamingMixConvMWW(tf.keras.Model):
+        def __init__(self, **kwargs):
+            super().__init__(**kwargs)
+            self.conv0 = tf.keras.layers.Conv2D(
+                30, kernel_size=(5, 1), strides=(3, 1), padding="valid", activation="relu", name="conv0"
+            )
+            self.dw1 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(5, 1), strides=(1, 1), padding="valid", activation=None, name="dw1"
+            )
+            self.pw1 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw1"
+            )
+            self.dw2 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(9, 1), strides=(1, 1), padding="valid", activation=None, name="dw2"
+            )
+            self.pw2 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw2"
+            )
+            self.dw3 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(13, 1), strides=(1, 1), padding="valid", activation=None, name="dw3"
+            )
+            self.pw3 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw3"
+            )
+            self.dw4 = tf.keras.layers.DepthwiseConv2D(
+                kernel_size=(21, 1), strides=(1, 1), padding="valid", activation=None, name="dw4"
+            )
+            self.pw4 = tf.keras.layers.Conv2D(
+                60, kernel_size=(1, 1), strides=(1, 1), padding="valid", activation="relu", name="pw4"
+            )
+            self.dense = tf.keras.layers.Dense(1, activation="sigmoid", name="dense")
+
+            # Layer-by-layer persistent state ring buffers
+            self.state0 = tf.Variable(tf.zeros((1, 2, 1, num_mels)), trainable=False, name="stream")
+            self.state1 = tf.Variable(tf.zeros((1, 4, 1, 30)), trainable=False, name="stream_1")
+            self.state2 = tf.Variable(tf.zeros((1, 8, 1, 60)), trainable=False, name="stream_2")
+            self.state3 = tf.Variable(tf.zeros((1, 12, 1, 60)), trainable=False, name="stream_3")
+            self.state4 = tf.Variable(tf.zeros((1, 20, 1, 60)), trainable=False, name="stream_4")
+            self.state5 = tf.Variable(tf.zeros((1, 4, 1, 60)), trainable=False, name="stream_5")
+
+        @tf.function(
+            input_signature=[
+                tf.TensorSpec(shape=(1, slice_hops, num_mels), dtype=tf.float32, name="input_audio")
+            ]
+        )
+        def call(self, inputs):
+            x = tf.expand_dims(inputs, axis=2)  # (1, 3, 1, 40)
+            c0 = tf.concat([self.state0, x], axis=1)
+            self.state0.assign(c0[:, 3:, :, :])
+            y0 = self.conv0(c0)
+
+            c1 = tf.concat([self.state1, y0], axis=1)
+            self.state1.assign(c1[:, 1:, :, :])
+            y1 = self.pw1(self.dw1(c1))
+
+            c2 = tf.concat([self.state2, y1], axis=1)
+            self.state2.assign(c2[:, 1:, :, :])
+            y2 = self.pw2(self.dw2(c2))
+
+            c3 = tf.concat([self.state3, y2], axis=1)
+            self.state3.assign(c3[:, 1:, :, :])
+            y3 = self.pw3(self.dw3(c3))
+
+            c4 = tf.concat([self.state4, y3], axis=1)
+            self.state4.assign(c4[:, 1:, :, :])
+            y4 = self.pw4(self.dw4(c4))
+
+            c5 = tf.concat([self.state5, y4], axis=1)
+            self.state5.assign(c5[:, 1:, :, :])
+
+            flat = tf.reshape(c5, (1, 300))
+            return self.dense(flat)
+
+    streaming_model = StreamingMixConvMWW(name="mww_pcan_streaming_model")
+    # Initialize weights by passing dummy input
+    dummy_in = tf.zeros((1, slice_hops, num_mels))
+    streaming_model(dummy_in)
+
+    # Set fused weights
+    streaming_model.conv0.set_weights(fold_bn(trained_model.get_layer("conv0"), trained_model.get_layer("bn0")))
+    streaming_model.dw1.set_weights(trained_model.get_layer("dw1").get_weights())
+    streaming_model.pw1.set_weights(fold_bn(trained_model.get_layer("pw1"), trained_model.get_layer("bn1")))
+    streaming_model.dw2.set_weights(trained_model.get_layer("dw2").get_weights())
+    streaming_model.pw2.set_weights(fold_bn(trained_model.get_layer("pw2"), trained_model.get_layer("bn2")))
+    streaming_model.dw3.set_weights(trained_model.get_layer("dw3").get_weights())
+    streaming_model.pw3.set_weights(fold_bn(trained_model.get_layer("pw3"), trained_model.get_layer("bn3")))
+    streaming_model.dw4.set_weights(trained_model.get_layer("dw4").get_weights())
+    streaming_model.pw4.set_weights(fold_bn(trained_model.get_layer("pw4"), trained_model.get_layer("bn4")))
+    streaming_model.dense.set_weights(trained_model.get_layer("dense").get_weights())
+
+    return streaming_model
+
+
+# -----------------------------------------------------------------------------
+# 4. Int8 Quantization
+# -----------------------------------------------------------------------------
+
+def convert_to_tflite_int8(
+    model: tf.keras.Model,
+    rep_X: np.ndarray,
+    n_rep: int = 200,
+) -> bytes:
+    """Convert streaming model to full int8 quantized TFLite flatbuffer."""
+    rng = np.random.default_rng(0)
+
+    def representative_dataset():
+        rng = np.random.default_rng(0)
+        samples_yielded = 0
+        while samples_yielded < n_rep:
+            idx = rng.integers(0, rep_X.shape[0])
+            win = rep_X[idx, :, :, 0]
+            for h in range(0, win.shape[0] - SLICE_HOPS + 1, SLICE_HOPS):
+                slice_3 = win[h : h + SLICE_HOPS, :]
+                yield [slice_3[np.newaxis, ...].astype(np.float32)]
+                samples_yielded += 1
+                if samples_yielded >= n_rep:
+                    break
+
+    converter = tf.lite.TFLiteConverter.from_keras_model(model)
+    converter.optimizations = [tf.lite.Optimize.DEFAULT]
+    converter.representative_dataset = representative_dataset
+    converter.target_spec.supported_ops = [tf.lite.OpsSet.TFLITE_BUILTINS_INT8]
+    converter.inference_input_type = tf.int8
+    converter.inference_output_type = tf.int8
+    return converter.convert()
+
+
+# -----------------------------------------------------------------------------
+# 5. Export Utilities (C-Array, Topology2 Conf, and sof-ctl IPC4 txt)
+# -----------------------------------------------------------------------------
+
+# SOF IPC4 ABI definitions
+SOF_IPC4_ABI_MAGIC = 0x34464F53  # 'SOF4'
+SOF_ABI_VERSION = (3 << 24) | (29 << 12) | 1  # 3.29.1
+SOF_CTRL_CMD_BINARY = 3
+
+
+def build_ipc4_abi_blob(tflite_bytes: bytes, param_id: int = 0) -> bytes:
+    """Pack tflite model bytes behind a standard 32-byte struct sof_abi_hdr."""
+    size = len(tflite_bytes)
+    abi_header = struct.pack("<IIIIIIII", SOF_IPC4_ABI_MAGIC, param_id, size, SOF_ABI_VERSION, 0, 0, 0, 0)
+    pad = (4 - (size % 4)) % 4
+    return abi_header + tflite_bytes + b"\x00" * pad
+
+
+def emit_c_array(
+    tflite_bytes: bytes,
+    out_cc: Path,
+    out_h: Path,
+    symbol: str = "mww_model_data",
+) -> None:
+    """Emit C array source and header."""
+    guard = symbol.upper() + "_H_"
+    with open(out_h, "w") as f:
+        f.write("// SPDX-License-Identifier: BSD-3-Clause\n")
+        f.write("// Auto-generated by sof_mww_train_pcan.py — do not edit.\n\n")
+        f.write(f"#ifndef {guard}\n#define {guard}\n\n")
+        f.write("#include <cstddef>\n#include <cstdint>\n\n")
+        f.write(f"extern const unsigned char {symbol}[];\n")
+        f.write(f"extern const size_t {symbol}_size;\n\n")
+        f.write(f"#endif  // {guard}\n")
+
+    with open(out_cc, "w") as f:
+        f.write("// SPDX-License-Identifier: BSD-3-Clause\n")
+        f.write("// Auto-generated by sof_mww_train_pcan.py — do not edit.\n\n")
+        f.write(f'#include "{out_h.name}"\n\n')
+        f.write(f"alignas(16) const unsigned char {symbol}[] = {{\n")
+        line = "    "
+        for i, b in enumerate(tflite_bytes):
+            line += f"0x{b:02x}, "
+            if (i + 1) % 12 == 0:
+                f.write(line.rstrip() + "\n")
+                line = "    "
+        if line.strip():
+            f.write(line.rstrip() + "\n")
+        f.write("};\n\n")
+        f.write(f"const size_t {symbol}_size = {len(tflite_bytes)};\n")
+
+
+def emit_topology2_conf(
+    tflite_bytes: bytes,
+    out_conf: Path,
+    model_name: str,
+) -> None:
+    """Emit Topology2 configuration blob in .conf format."""
+    blob8 = build_ipc4_abi_blob(tflite_bytes)
+    words = struct.unpack(f"<{len(blob8) // 4}I", blob8)
+    out_conf.parent.mkdir(parents=True, exist_ok=True)
+    today = datetime.date.today().strftime("%d-%b-%Y")
+    data_name = f"mww_config_{model_name}"
+    with open(out_conf, "w") as f:
+        f.write(f"# Exported microWakeWord Model Control Words {today}\n")
+        f.write(f"# Model: {model_name}\n")
+        f.write(f"# Auto-generated by sof_mww_train_pcan.py — do not edit.\n")
+        f.write(f'Object.Base.data."{data_name}" {{\n')
+        f.write('\twords "\n')
+        lines = []
+        for i in range(0, len(words), 8):
+            chunk = words[i : i + 8]
+            lines.append(",".join(f"0x{w:08x}" for w in chunk))
+        for idx, line in enumerate(lines):
+            if idx == len(lines) - 1:
+                f.write(f"\t\t{line}\"\n")
+            else:
+                f.write(f"\t\t{line},\n")
+        f.write("}\n")
+
+
+def emit_sofctl_ipc4_txt(
+    tflite_bytes: bytes,
+    out_txt: Path,
+) -> None:
+    """Emit sof-ctl IPC4 text blob in comma-separated uint32 CSV format."""
+    size = len(tflite_bytes)
+    tlv_cmd = SOF_CTRL_CMD_BINARY
+    tlv_size = 32 + size
+    pad = (4 - (size % 4)) % 4
+    payload_padded = tflite_bytes + b"\x00" * pad
+    tlv_header = struct.pack("<II", tlv_cmd, tlv_size)
+    abi_header = struct.pack("<IIIIIIII", SOF_IPC4_ABI_MAGIC, 0, size, SOF_ABI_VERSION, 0, 0, 0, 0)
+    blob = tlv_header + abi_header + payload_padded
+
+    words = struct.unpack(f"<{len(blob) // 4}I", blob)
+    out_txt.parent.mkdir(parents=True, exist_ok=True)
+    with open(out_txt, "w") as f:
+        f.write(",".join(str(w) for w in words) + "\n")
+
+
+# -----------------------------------------------------------------------------
+# 6. Streaming Evaluation and Confusion Matrix
+# -----------------------------------------------------------------------------
+
+def _quantize(x: np.ndarray, scale: float, zero_point: int, dtype) -> np.ndarray:
+    q = np.round(x / scale) + zero_point
+    info = np.iinfo(dtype)
+    return np.clip(q, info.min, info.max).astype(dtype)
+
+
+def _dequantize(q: np.ndarray, scale: float, zero_point: int) -> np.ndarray:
+    return (q.astype(np.float32) - zero_point) * scale
+
+
+def evaluate_streaming_confusion_matrix(
+    tflite_path: str,
+    file_map: dict[str, list[str]],
+    keywords: list[str],
+    threshold: float = 0.5,
+    consecutive_steps: int = 2,
+    slice_hops: int = 3,
+) -> dict:
+    """Run streaming inference on all WAV files using PCAN features and compute confusion matrix."""
+    interp = tf.lite.Interpreter(model_path=tflite_path)
+    interp.allocate_tensors()
+
+    in_det = interp.get_input_details()[0]
+    out_det = interp.get_output_details()[0]
+
+    in_scale, in_zp = in_det.get("quantization", (0.0, 0))
+    out_scale, out_zp = out_det.get("quantization", (0.0, 0))
+    in_dtype = in_det["dtype"]
+    out_dtype = out_det["dtype"]
+
+    results = {}
+    tp, fp, tn, fn = 0, 0, 0, 0
+
+    for label, files in file_map.items():
+        is_pos = (label in keywords)
+        n_files = len(files)
+        n_detected = 0
+        peak_probs = []
+
+        for f in files:
+            pcm = load_wav_pcm16(f)
+            mel = extract_pcan_features(pcm)
+            if mel.shape[0] < slice_hops:
+                continue
+
+            # Reset streaming internal states
+            interp.allocate_tensors()
+
+            max_prob = 0.0
+            n_hops = mel.shape[0]
+            consec = 0
+            fired = False
+
+            for s in range(0, n_hops - slice_hops + 1, slice_hops):
+                chunk = mel[s : s + slice_hops][np.newaxis, ...]  # shape: (1, 3, 40)
+                if np.issubdtype(in_dtype, np.integer) and in_scale > 0:
+                    chunk = _quantize(chunk, in_scale, in_zp, in_dtype)
+
+                interp.set_tensor(in_det["index"], chunk)
+                interp.invoke()
+                y = interp.get_tensor(out_det["index"])
+
+                if np.issubdtype(out_dtype, np.integer) and out_scale > 0:
+                    prob = float(_dequantize(y, out_scale, out_zp).flatten()[0])
+                else:
+                    prob = float(y.flatten()[0])
+
+                if prob > max_prob:
+                    max_prob = prob
+
+                if prob >= threshold:
+                    consec += 1
+                    if consec >= consecutive_steps:
+                        fired = True
+                else:
+                    consec = 0
+
+            peak_probs.append(max_prob)
+            if fired:
+                n_detected += 1
+
+            if is_pos:
+                if fired:
+                    tp += 1
+                else:
+                    fn += 1
+            else:
+                if fired:
+                    fp += 1
+                else:
+                    tn += 1
+
+        results[label] = {
+            "is_positive": is_pos,
+            "total_files": n_files,
+            "detected_files": n_detected,
+            "detection_rate": (n_detected / n_files) if n_files > 0 else 0.0,
+            "mean_peak_prob": float(np.mean(peak_probs)) if peak_probs else 0.0,
+        }
+
+    total_samples = tp + fp + tn + fn
+    accuracy = (tp + tn) / total_samples if total_samples > 0 else 0.0
+    precision = tp / (tp + fp) if (tp + fp) > 0 else 0.0
+    recall = tp / (tp + fn) if (tp + fn) > 0 else 0.0
+    f1 = 2 * (precision * recall) / (precision + recall) if (precision + recall) > 0 else 0.0
+    fpr = fp / (fp + tn) if (fp + tn) > 0 else 0.0
+
+    cm = {
+        "tp": tp,
+        "fp": fp,
+        "tn": tn,
+        "fn": fn,
+        "accuracy": accuracy,
+        "precision": precision,
+        "recall": recall,
+        "f1": f1,
+        "fpr": fpr,
+        "class_results": results,
+    }
+    return cm
+
+
+def print_confusion_matrix_report(cm: dict, threshold: float, consecutive_steps: int = 2) -> None:
+    """Print formatted evaluation report with confusion matrix."""
+    print("\n" + "=" * 70)
+    print(f"microWakeWord PCAN Streaming Evaluation Report (Threshold: {threshold:.2f}, Consec: {consecutive_steps})")
+    print("=" * 70)
+    print(f"  {'Class':<18} {'Role':<10} {'Files':>7} {'Detected':>10} {'Rate':>8} {'Mean Peak':>10}")
+    print("  " + "-" * 66)
+
+    for label, stat in cm["class_results"].items():
+        role = "Positive" if stat["is_positive"] else "Negative"
+        rate_pct = stat["detection_rate"] * 100.0
+        print(
+            f"  {label:<18} {role:<10} {stat['total_files']:>7d} "
+            f"{stat['detected_files']:>10d} {rate_pct:>7.1f}% {stat['mean_peak_prob']:>9.3f}"
+        )
+
+    print("  " + "-" * 66)
+    print("\n>>> Confusion Matrix:")
+    print("                      Actual Positive      Actual Negative")
+    print(f"  Predicted Positive:  TP = {cm['tp']:<15d}  FP = {cm['fp']:<15d}")
+    print(f"  Predicted Negative:  FN = {cm['fn']:<15d}  TN = {cm['tn']:<15d}")
+    print("\n>>> Performance Summary Metrics:")
+    print(f"  - Accuracy                     : {cm['accuracy'] * 100.0:6.2f}%")
+    print(f"  - Precision                    : {cm['precision'] * 100.0:6.2f}%")
+    print(f"  - Recall / True Positive Rate  : {cm['recall'] * 100.0:6.2f}% ({cm['tp']}/{cm['tp'] + cm['fn']})")
+    print(f"  - False Positive / Alarm Rate  : {cm['fpr'] * 100.0:6.2f}% ({cm['fp']}/{cm['fp'] + cm['tn']})")
+    print(f"  - F1-Score                     : {cm['f1']:.4f}")
+    print("=" * 70 + "\n")
+
+
+# -----------------------------------------------------------------------------
+# 6. Main CLI
+# -----------------------------------------------------------------------------
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--wav-root", required=True, help="Directory containing <label>/*.wav files")
+    parser.add_argument("--keyword", required=True, action="append", help="Target positive keyword label(s)")
+    parser.add_argument("--name", default="mww_pcan_model", help="Base name for output model")
+    parser.add_argument("--out-dir", default=".", help="Directory to save trained model artifacts")
+    parser.add_argument("--epochs", type=int, default=30, help="Training epochs (default 30)")
+    parser.add_argument("--batch-size", type=int, default=64, help="Batch size (default 64)")
+    parser.add_argument("--lr", type=float, default=1e-3, help="Learning rate (default 1e-3)")
+    parser.add_argument("--val-frac", type=float, default=0.2, help="Validation fraction (default 0.2)")
+    parser.add_argument("--class-weight-neg", type=float, default=2.0, help="Loss multiplier for negative samples (default 2.0)")
+    parser.add_argument("--threshold", type=float, default=0.85, help="Streaming detection threshold (default 0.85)")
+    parser.add_argument("--consecutive-steps", type=int, default=3, help="Consecutive positive inferences required (default 3)")
+    parser.add_argument("--seed", type=int, default=0, help="Random seed (default 0)")
+
+    args = parser.parse_args()
+    labels = []
+    # Discover available standard negative categories present in wav_root
+    for neg_dir in ("ambient", "silence", "unknown", "babble", "noise"):
+        if os.path.isdir(os.path.join(args.wav_root, neg_dir)):
+            labels.append(neg_dir)
+    if not labels:
+        labels = ["silence", "unknown"]
+    labels += args.keyword
+
+    print(f">>> [PCAN Pipeline] Loading WAVs from {args.wav_root} for classes: {labels}")
+    X, y, file_map = load_pcan_dataset(args.wav_root, labels=labels, seed=args.seed)
+
+    if X.shape[0] == 0:
+        print(f"Error: No audio samples found under {args.wav_root}.", file=sys.stderr)
+        return 1
+
+    print(f">>> Total extracted window samples: {X.shape[0]} (pos: {np.sum(y == 1)}, neg: {np.sum(y == 0)})")
+
+    X_train, y_train, X_val, y_val = split_train_val(X, y, val_frac=args.val_frac, seed=args.seed)
+    print(f">>> Train split: {X_train.shape[0]} samples, Val split: {X_val.shape[0]} samples")
+
+    model = build_mww_model(window_hops=WINDOW_HOPS, num_mels=HOP_BINS)
+    model.compile(
+        optimizer=tf.keras.optimizers.Adam(learning_rate=args.lr),
+        loss=tf.keras.losses.BinaryCrossentropy(),
+        metrics=["accuracy", tf.keras.metrics.Precision(name="prec"), tf.keras.metrics.Recall(name="rec")],
+    )
+
+    class_weights = {0: float(args.class_weight_neg), 1: 1.0}
+    print(f">>> Training base model with PCAN features (class_weight={class_weights})...")
+    model.fit(
+        X_train,
+        y_train,
+        validation_data=(X_val, y_val),
+        epochs=args.epochs,
+        batch_size=args.batch_size,
+        class_weight=class_weights,
+        verbose=2,
+    )
+
+    print(">>> Building fused layer-by-layer streaming inference model...")
+    streaming_model = build_streaming_inference_model(model, slice_hops=SLICE_HOPS, num_mels=HOP_BINS)
+
+    print(">>> Quantizing to int8 with representative dataset...")
+    tflite_bytes = convert_to_tflite_int8(streaming_model, rep_X=X_train)
+
+    out_dir = Path(args.out_dir)
+    out_dir.mkdir(parents=True, exist_ok=True)
+
+    # 1. Save .tflite flatbuffer
+    tflite_path = out_dir / f"{args.name}_quantized_model.tflite"
+    with open(tflite_path, "wb") as f:
+        f.write(tflite_bytes)
+    print(f">>> Saved int8 quantized model: {tflite_path} ({len(tflite_bytes)} bytes)")
+
+    # 2. Save static C array files
+    cc_path = out_dir / "mww_model_data.cc"
+    h_path = out_dir / "mww_model_data.h"
+    emit_c_array(tflite_bytes, cc_path, h_path, symbol="mww_model_data")
+    print(f">>> Emitted C array to {cc_path} and {h_path}")
+
+    # 3. Save Topology2 config
+    conf_path = out_dir / f"{args.name}.conf"
+    emit_topology2_conf(tflite_bytes, conf_path, model_name=args.name)
+    print(f">>> Emitted Topology2 conf to {conf_path}")
+
+    # 4. Save sof-ctl IPC4 text
+    txt_path = out_dir / f"{args.name}.txt"
+    emit_sofctl_ipc4_txt(tflite_bytes, txt_path)
+    print(f">>> Emitted sof-ctl text to {txt_path}")
+
+    print(">>> Running streaming evaluation and generating Confusion Matrix...")
+    cm = evaluate_streaming_confusion_matrix(
+        str(tflite_path),
+        file_map=file_map,
+        keywords=args.keyword,
+        threshold=args.threshold,
+        consecutive_steps=args.consecutive_steps,
+        slice_hops=SLICE_HOPS,
+    )
+    print_confusion_matrix_report(cm, threshold=args.threshold, consecutive_steps=args.consecutive_steps)
+
+    wov_wav = "/home/singalsu/tmp/wov.wav"
+    if os.path.exists(wov_wav):
+        print(f"\n>>> Verifying model on known glitch recording (with 33 startup warmup steps): {wov_wav}")
+        pcm_wov = load_wav_pcm16(wov_wav)
+        mel_wov = extract_pcan_features(pcm_wov)
+        interp = tf.lite.Interpreter(model_path=str(tflite_path))
+        interp.allocate_tensors()
+        in_det = interp.get_input_details()[0]
+        out_det = interp.get_output_details()[0]
+        in_scale, in_zp = in_det.get("quantization", (0.0, 0))
+        out_scale, out_zp = out_det.get("quantization", (0.0, 0))
+
+        # Warm up streaming delay lines (matches firmware MWW_WARMUP_INFERENCES = 33)
+        for _ in range(33):
+            silence_slice = np.full((1, SLICE_HOPS, HOP_BINS), in_zp if in_scale > 0 else -128.0, dtype=in_det["dtype"])
+            interp.set_tensor(in_det["index"], silence_slice)
+            interp.invoke()
+
+        wov_max_prob = 0.0
+        wov_consec = 0
+        wov_fired = False
+        for s in range(0, mel_wov.shape[0] - SLICE_HOPS + 1, SLICE_HOPS):
+            chk = mel_wov[s : s + SLICE_HOPS][np.newaxis, ...]
+            if np.issubdtype(in_det["dtype"], np.integer) and in_scale > 0:
+                chk = _quantize(chk, in_scale, in_zp, in_det["dtype"])
+            interp.set_tensor(in_det["index"], chk)
+            interp.invoke()
+            y_raw = interp.get_tensor(out_det["index"])
+            if np.issubdtype(out_det["dtype"], np.integer) and out_scale > 0:
+                p_val = float(_dequantize(y_raw, out_scale, out_zp).flatten()[0])
+            else:
+                p_val = float(y_raw.flatten()[0])
+            if p_val > wov_max_prob:
+                wov_max_prob = p_val
+            if p_val >= args.threshold:
+                wov_consec += 1
+                if wov_consec >= args.consecutive_steps:
+                    wov_fired = True
+            else:
+                wov_consec = 0
+        print(f">>> Result on {wov_wav}: Peak Prob = {wov_max_prob * 100.0:.1f}%, Triggered = {'YES (FAIL)' if wov_fired else 'NO (PASS)'}")
+
+    babble_wav = os.path.expanduser("~/.cache/demand_cafeteria/PCAFETER/ch01.wav")
+    if os.path.exists(babble_wav):
+        print(f"\n>>> Verifying model on 60 seconds of continuous cafeteria babble (with 33 startup warmup steps): {babble_wav}")
+        with wave.open(babble_wav, "rb") as bw:
+            raw_babble = np.frombuffer(bw.readframes(16000 * 60), dtype=np.int16)
+        mel_b = extract_pcan_features(raw_babble)
+        interp = tf.lite.Interpreter(model_path=str(tflite_path))
+        interp.allocate_tensors()
+
+        # Warm up streaming delay lines (matches firmware MWW_WARMUP_INFERENCES = 33)
+        for _ in range(33):
+            silence_slice = np.full((1, SLICE_HOPS, HOP_BINS), in_zp if in_scale > 0 else -128.0, dtype=in_det["dtype"])
+            interp.set_tensor(in_det["index"], silence_slice)
+            interp.invoke()
+
+        b_max_prob = 0.0
+        b_consec = 0
+        b_fired = False
+        for s in range(0, mel_b.shape[0] - SLICE_HOPS + 1, SLICE_HOPS):
+            chk = mel_b[s : s + SLICE_HOPS][np.newaxis, ...]
+            if np.issubdtype(in_det["dtype"], np.integer) and in_scale > 0:
+                chk = _quantize(chk, in_scale, in_zp, in_det["dtype"])
+            interp.set_tensor(in_det["index"], chk)
+            interp.invoke()
+            y_raw = interp.get_tensor(out_det["index"])
+            if np.issubdtype(out_det["dtype"], np.integer) and out_scale > 0:
+                p_val = float(_dequantize(y_raw, out_scale, out_zp).flatten()[0])
+            else:
+                p_val = float(y_raw.flatten()[0])
+            if p_val > b_max_prob:
+                b_max_prob = p_val
+            if p_val >= args.threshold:
+                b_consec += 1
+                if b_consec >= args.consecutive_steps:
+                    b_fired = True
+            else:
+                b_consec = 0
+        print(f">>> Result on continuous cafeteria babble: Peak Prob = {b_max_prob * 100.0:.1f}%, Triggered = {'YES (FAIL)' if b_fired else 'NO (PASS)'}")
+
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/src/audio/microwakeword/tune/sof_mww_train_pipeline.sh b/src/audio/microwakeword/tune/sof_mww_train_pipeline.sh
new file mode 100755
index 000000000000..9196968c540f
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_train_pipeline.sh
@@ -0,0 +1,215 @@
+#!/bin/bash
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+#
+# End-to-end microWakeWord (MWW) retraining pipeline:
+#
+#   1. Prepare silence/ + unknown/ negative classes (Speech Commands v2).
+#   2. Assume the caller has generated <wav_root>/<keyword>/*.wav with
+#      sof_mww_generate_keyword_dataset_piper_tts.sh or
+#      sof_mww_generate_keyword_dataset.sh.
+#   3. Extract 10ms mel40 features via sof_mfcc_extract_features.sh -> <feat_root>/.
+#   4. Train streaming MWW model, int8-quantize, and emit:
+#      - <out_dir>/<name>_quantized_model.tflite
+#      - <out_dir>/mww_model_data.{cc,h} (drop-in C array)
+#      - <out_dir>/<name>.conf (Topology2 data blob)
+#      - <out_dir>/<name>.txt (sof-ctl IPC4 text blob)
+#   5. Run off-device verification with sof_mww_verify.py.
+#
+# Usage:
+#   sof_mww_train_pipeline.sh --keyword hey_intel <wav_root> <feat_root> <out_dir>
+
+set -e
+
+usage() {
+	cat >&2 <<EOF
+Usage: $0 [--keyword <label> ...] [--keyword-dir [<label>:]<src_dir> ...] \
+          [--name <base>] [--format S16|S24|S32] [--tplg <path>] \
+          <wav_root> <feat_root> <out_dir>
+
+  --keyword LBL        Positive keyword class directory name (repeatable).
+                       Matches a subdirectory under <wav_root>.
+  --keyword-dir [LBL:]DIR Path to directory containing recorded real speech WAVs.
+                       The keyword class will be automatically prepared and
+                       augmented (RIR, noise, tempo/pitch, gain jitter) into
+                       <wav_root>/<label>.
+  --name BASE          Base name for the output model files (default: derived from
+                       keyword labels).
+  --format FMT         Testbench sample container format (S16, S24, S32). Default S32.
+  --tplg PATH          Explicit path to benchmark topology file (default:
+                       sof-hda-benchmark-mfccmel40_10ms<SF>.tplg).
+
+  wav_root        Dataset root directory; must contain <keyword>/*.wav.
+                  silence/ and unknown/ will be populated here.
+  feat_root       Mel40 feature output root; <label>/*.raw is written here.
+  out_dir         Output directory for trained model artifacts.
+
+Env:
+  SKIP_PREP        If set, do not re-fetch/re-slice Speech Commands v2.
+  SKIP_FEATURES    If set, do not re-run testbench feature extraction.
+  EPOCHS           Training epochs (default 30).
+  BATCH_SIZE       Training batch size (default 64).
+  LR               Learning rate (default 0.001).
+  CLASS_WEIGHT_NEG Loss penalty for negative class (default 1.0).
+  THRESHOLD        Verification detection threshold (default 0.65).
+  GAIN_AUG_MIN     Min gain jitter in dB during training (default -8.0).
+  GAIN_AUG_MAX     Max gain jitter in dB during training (default 3.0).
+  GAIN_AUG         Passed to negative class preparation (default 0).
+EOF
+	exit 1
+}
+
+KEYWORDS=()
+KEYWORD_DIRS=()
+NAME=""
+FORMAT=""
+CUSTOM_TPLG=""
+POSITIONAL=()
+
+while [[ $# -gt 0 ]]; do
+	case "$1" in
+		-k|--keyword)
+			[[ $# -ge 2 ]] || usage
+			KEYWORDS+=("$2"); shift 2 ;;
+		-s|--src-dir|--keyword-dir)
+			[[ $# -ge 2 ]] || usage
+			KEYWORD_DIRS+=("$2"); shift 2 ;;
+		-n|--name)
+			[[ $# -ge 2 ]] || usage
+			NAME="$2"; shift 2 ;;
+		--format)
+			[[ $# -ge 2 ]] || usage
+			FORMAT="$2"; shift 2 ;;
+		--tplg)
+			[[ $# -ge 2 ]] || usage
+			CUSTOM_TPLG="$2"; shift 2 ;;
+		-h|--help)
+			usage ;;
+		--)
+			shift
+			while [[ $# -gt 0 ]]; do POSITIONAL+=("$1"); shift; done ;;
+		-*)
+			echo "unknown option: $1" >&2; usage ;;
+		*)
+			POSITIONAL+=("$1"); shift ;;
+	esac
+done
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+# If keyword dirs are provided, resolve labels and populate them into KEYWORDS
+if [[ ${#KEYWORD_DIRS[@]} -gt 0 ]]; then
+	for kdir_arg in "${KEYWORD_DIRS[@]}"; do
+		if [[ "$kdir_arg" == *:* ]]; then
+			lbl="${kdir_arg%%:*}"
+		else
+			lbl="$(basename "$kdir_arg")"
+			if [[ "$lbl" == "audio" || "$lbl" == "wav" || "$lbl" == "wavs" ]]; then
+				lbl="$(basename "$(dirname "$(realpath "$kdir_arg")")")"
+			fi
+			lbl="$(echo "$lbl" | tr ' A-Z-' '_a-z_')"
+		fi
+		# Add to KEYWORDS if not already present
+		found=0
+		for k in "${KEYWORDS[@]}"; do
+			[[ "$k" == "$lbl" ]] && found=1 && break
+		done
+		[[ $found -eq 0 ]] && KEYWORDS+=("$lbl")
+	done
+fi
+
+if [[ ${#KEYWORDS[@]} -eq 0 || ${#POSITIONAL[@]} -ne 3 ]]; then
+	usage
+fi
+
+WAV_ROOT="${POSITIONAL[0]}"
+FEAT_ROOT="${POSITIONAL[1]}"
+OUT_DIR="${POSITIONAL[2]}"
+
+# If real speech directories are passed, generate/augment keyword datasets first
+if [[ ${#KEYWORD_DIRS[@]} -gt 0 ]]; then
+	echo "=== Preparing keyword dataset(s) from real speech directory ==="
+	DIR_ARGS=()
+	for kdir_arg in "${KEYWORD_DIRS[@]}"; do
+		DIR_ARGS+=(--keyword-dir "$kdir_arg")
+	done
+	"$SCRIPT_DIR/sof_mww_generate_keyword_dataset_from_dir.sh" "${DIR_ARGS[@]}" "$WAV_ROOT"
+fi
+
+if [[ -z "$NAME" ]]; then
+	if [[ ${#KEYWORDS[@]} -eq 1 ]]; then
+		NAME="${KEYWORDS[0]}"
+	else
+		NAME=$(IFS=_ ; echo "${KEYWORDS[*]}")
+	fi
+fi
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+for kw in "${KEYWORDS[@]}"; do
+	if [[ ! -d "$WAV_ROOT/$kw" ]]; then
+		cat >&2 <<EOF
+Error: missing $WAV_ROOT/$kw/ directory.
+Generate keyword recordings first using:
+  $SCRIPT_DIR/sof_mww_generate_keyword_dataset_piper_tts.sh --keyword "$kw" $WAV_ROOT
+EOF
+		exit 1
+	fi
+done
+
+# Step 1: Prepare silence & unknown negative classes
+if [[ -z "$SKIP_PREP" ]]; then
+	echo "=== Step 1/4: Preparing silence/ and unknown/ dataset classes ==="
+	"$SCRIPT_DIR/sof_mww_prepare_silence_unknown.sh" "$WAV_ROOT"
+else
+	echo "=== Step 1/4: Skipping silence/unknown prep (SKIP_PREP set) ==="
+fi
+
+# Step 2: Testbench feature extraction
+if [[ -z "$SKIP_FEATURES" ]]; then
+	echo "=== Step 2/4: Extracting 10ms mel40 features with testbench ==="
+	mkdir -p "$FEAT_ROOT"
+	EXTRA_FEAT_ARGS=()
+	[[ -n "$FORMAT" ]] && EXTRA_FEAT_ARGS+=(--format "$FORMAT")
+	[[ -n "$CUSTOM_TPLG" ]] && EXTRA_FEAT_ARGS+=(--tplg "$CUSTOM_TPLG")
+	"$SCRIPT_DIR/sof_mfcc_extract_features.sh" "$WAV_ROOT" "$FEAT_ROOT" "${EXTRA_FEAT_ARGS[@]}"
+else
+	echo "=== Step 2/4: Skipping feature extraction (SKIP_FEATURES set) ==="
+fi
+
+# Step 3: Train & export model
+echo "=== Step 3/4: Training streaming MWW model and quantizing ==="
+mkdir -p "$OUT_DIR"
+KW_ARGS=()
+for kw in "${KEYWORDS[@]}"; do
+	KW_ARGS+=(--keyword "$kw")
+done
+
+python3 "$SCRIPT_DIR/sof_mww_train.py" \
+	--feat-root "$FEAT_ROOT" \
+	"${KW_ARGS[@]}" \
+	--name "$NAME" \
+	--out-dir "$OUT_DIR" \
+	${EPOCHS:+--epochs "$EPOCHS"} \
+	${BATCH_SIZE:+--batch-size "$BATCH_SIZE"} \
+	${LR:+--lr "$LR"} \
+	${CLASS_WEIGHT_NEG:+--class-weight-neg "$CLASS_WEIGHT_NEG"} \
+	${GAIN_AUG_MIN:+--gain-aug-db-min "$GAIN_AUG_MIN"} \
+	${GAIN_AUG_MAX:+--gain-aug-db-max "$GAIN_AUG_MAX"}
+
+# Step 4: Verification
+echo "=== Step 4/4: Running streaming verification ==="
+python3 "$SCRIPT_DIR/sof_mww_verify.py" \
+	--tflite "$OUT_DIR/${NAME}_quantized_model.tflite" \
+	--feat-root "$FEAT_ROOT" \
+	"${KW_ARGS[@]}" \
+	--threshold "${THRESHOLD:-0.65}"
+
+echo "================================================================="
+echo "MWW model training complete. Artifacts saved in $OUT_DIR:"
+echo "  - $OUT_DIR/${NAME}_quantized_model.tflite"
+echo "  - $OUT_DIR/mww_model_data.cc (static C array)"
+echo "  - $OUT_DIR/mww_model_data.h"
+echo "  - $OUT_DIR/${NAME}.conf (Topology2 data blob)"
+echo "  - $OUT_DIR/${NAME}.txt (sof-ctl IPC4 text blob)"
+echo "================================================================="
diff --git a/src/audio/microwakeword/tune/sof_mww_verify.py b/src/audio/microwakeword/tune/sof_mww_verify.py
new file mode 100644
index 000000000000..4388e32c5e77
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_mww_verify.py
@@ -0,0 +1,200 @@
+# SPDX-License-Identifier: BSD-3-Clause
+# Copyright(c) 2026 Intel Corporation. All rights reserved.
+"""
+Off-device streaming verifier for microWakeWord (MWW) quantized models.
+
+Evaluates an int8 streaming TFLite model on testbench-emitted MFCC feature
+files (.raw). Feeds 3 hops (MWW_FEATURE_SLICE_COUNT = 3) per Invoke() step,
+tracking streaming internal ring buffers, and checks whether detection
+(prob >= threshold) fires appropriately on positive and negative recordings.
+
+Example:
+    python3 sof_mww_verify.py \\
+        --tflite ~/wov/model/mww_model_quantized_model.tflite \\
+        --feat-root ~/wov/feats \\
+        --keyword hey_intel
+"""
+
+from __future__ import annotations
+
+import argparse
+import glob
+import os
+import sys
+
+import numpy as np
+
+import sof_mww_dataset as mww_dataset
+
+try:
+    import tflite_runtime.interpreter as tflite  # type: ignore
+except ImportError:
+    try:
+        from tensorflow.lite.python.interpreter import Interpreter as _Interp
+
+        class tflite:  # type: ignore
+            Interpreter = _Interp
+    except ImportError:
+        import tensorflow as tf
+        tflite = tf.lite
+
+
+def _quantize(x: np.ndarray, scale: float, zero_point: int, dtype) -> np.ndarray:
+    q = np.round(x / scale) + zero_point
+    info = np.iinfo(dtype)
+    return np.clip(q, info.min, info.max).astype(dtype)
+
+
+def _dequantize(q: np.ndarray, scale: float, zero_point: int) -> np.ndarray:
+    return (q.astype(np.float32) - zero_point) * scale
+
+
+def run_streaming_verification(
+    model_path: str,
+    feat_root: str,
+    keywords: list[str],
+    threshold: float = 0.65,
+    consecutive: int = 2,
+    slice_hops: int = 3,
+) -> dict:
+    """Run streaming inference on all .raw files in feat_root."""
+    interp = tflite.Interpreter(model_path=model_path)
+    interp.allocate_tensors()
+
+    in_det = interp.get_input_details()[0]
+    out_det = interp.get_output_details()[0]
+
+    in_scale, in_zp = in_det.get("quantization", (0.0, 0))
+    out_scale, out_zp = out_det.get("quantization", (0.0, 0))
+    in_dtype = in_det["dtype"]
+    out_dtype = out_det["dtype"]
+
+    results = {}
+    all_labels = ["silence", "unknown"] + keywords
+
+    for label in all_labels:
+        label_dir = os.path.join(feat_root, label)
+        raw_files = sorted(glob.glob(os.path.join(label_dir, "*.raw")))
+        is_pos = (label in keywords)
+
+        n_files = len(raw_files)
+        n_detected = 0
+        peak_probs = []
+
+        for f in raw_files:
+            mel, vad = mww_dataset.load_raw_hops(f)
+            if mel.shape[0] < slice_hops:
+                continue
+
+            # Apply soft AGC across the whole file, freezing release during speech (vad == 1)
+            mel_agc = mww_dataset.apply_soft_agc(mel, vad=vad)
+
+            # Reset interpreter state variables before each audio stream
+            if hasattr(interp, "reset_all_variables"):
+                interp.reset_all_variables()
+            else:
+                interp.allocate_tensors()
+
+            max_prob = 0.0
+            consec = 0
+            detected = False
+            n_hops = mel_agc.shape[0]
+
+            for s in range(0, n_hops - slice_hops + 1, slice_hops):
+                chunk = mel_agc[s : s + slice_hops][np.newaxis, ...]  # shape (1, 3, 40)
+                if np.issubdtype(in_dtype, np.integer) and in_scale > 0:
+                    chunk = _quantize(chunk, in_scale, in_zp, in_dtype)
+
+                interp.set_tensor(in_det["index"], chunk)
+                interp.invoke()
+                y = interp.get_tensor(out_det["index"])
+
+                if np.issubdtype(out_dtype, np.integer) and out_scale > 0:
+                    prob = float(_dequantize(y, out_scale, out_zp).flatten()[0])
+                else:
+                    prob = float(y.flatten()[0])
+
+                if prob > max_prob:
+                    max_prob = prob
+
+                if prob >= threshold:
+                    consec += 1
+                    if consec >= consecutive:
+                        detected = True
+                else:
+                    consec = 0
+
+            peak_probs.append(max_prob)
+            if detected:
+                n_detected += 1
+
+        results[label] = {
+            "is_positive": is_pos,
+            "total_files": n_files,
+            "detected_files": n_detected,
+            "detection_rate": (n_detected / n_files) if n_files > 0 else 0.0,
+            "mean_peak_prob": float(np.mean(peak_probs)) if peak_probs else 0.0,
+        }
+
+    return results
+
+
+def print_report(results: dict, threshold: float) -> None:
+    print("\n" + "=" * 65)
+    print(f"microWakeWord Streaming Verification Report (Threshold: {threshold:.2f})")
+    print("=" * 65)
+    print(f"  {'Class':<18} {'Role':<10} {'Files':>7} {'Detected':>10} {'Rate':>8} {'Mean Peak':>10}")
+    print("  " + "-" * 61)
+
+    total_pos = 0
+    detected_pos = 0
+    total_neg = 0
+    detected_neg = 0
+
+    for label, stat in results.items():
+        role = "Positive" if stat["is_positive"] else "Negative"
+        rate_pct = stat["detection_rate"] * 100.0
+        print(
+            f"  {label:<18} {role:<10} {stat['total_files']:>7d} "
+            f"{stat['detected_files']:>10d} {rate_pct:>7.1f}% {stat['mean_peak_prob']:>9.3f}"
+        )
+        if stat["is_positive"]:
+            total_pos += stat["total_files"]
+            detected_pos += stat["detected_files"]
+        else:
+            total_neg += stat["total_files"]
+            detected_neg += stat["detected_files"]
+
+    print("  " + "-" * 61)
+    recall = (detected_pos / total_pos) if total_pos > 0 else 0.0
+    far = (detected_neg / total_neg) if total_neg > 0 else 0.0
+    prec = (detected_pos / (detected_pos + detected_neg)) if (detected_pos + detected_neg) > 0 else 0.0
+
+    print(f"  Overall Wake Word Recall (True Positive Rate) : {recall * 100.0:6.2f}% ({detected_pos}/{total_pos})")
+    print(f"  Overall False Alarm Rate (False Positive Rate): {far * 100.0:6.2f}% ({detected_neg}/{total_neg})")
+    print(f"  Precision                                     : {prec * 100.0:6.2f}%")
+    print("=" * 65 + "\n")
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--tflite", required=True, help="Path to int8 .tflite model")
+    parser.add_argument("--feat-root", required=True, help="Directory containing <label>/*.raw features")
+    parser.add_argument("--keyword", required=True, action="append", help="Target keyword label(s)")
+    parser.add_argument("--threshold", type=float, default=0.65, help="Detection threshold (default 0.65)")
+    parser.add_argument("--consecutive", type=int, default=2, help="Consecutive detections required (default 2)")
+
+    args = parser.parse_args()
+    results = run_streaming_verification(
+        model_path=args.tflite,
+        feat_root=args.feat_root,
+        keywords=args.keyword,
+        threshold=args.threshold,
+        consecutive=args.consecutive,
+    )
+    print_report(results, threshold=args.threshold)
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/src/audio/microwakeword/tune/sof_run_mww.py b/src/audio/microwakeword/tune/sof_run_mww.py
new file mode 100755
index 000000000000..e8ca8474e1f8
--- /dev/null
+++ b/src/audio/microwakeword/tune/sof_run_mww.py
@@ -0,0 +1,580 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# Copyright (c) 2026, Intel Corporation. All rights reserved.
+
+"""
+microWakeWord (MWW) & Wake-on-Voice (WoV) Test Runner.
+
+Integrates the functionality of:
+  - arm_drain_tflm.py: Opens the MWW detect PCM and drains/discards samples
+    in a background thread to keep the DSP TFLM/MWW pipeline active.
+  - run_mww.sh: Captures audio from the WoV PCM (KPB draining sink) using
+    arecord with configurable buffer/period sizes and saves to a WAV file.
+
+Both devices can be specified via command-line options or positional arguments.
+Clean shutdown of ALSA handles is ensured on exit or Ctrl-C.
+"""
+
+import argparse
+import ctypes
+import ctypes.util
+import os
+import shutil
+import signal
+import subprocess
+import sys
+import threading
+import time
+import wave
+
+# Standard ALSA constants
+SND_PCM_STREAM_CAPTURE = 1
+SND_PCM_ACCESS_RW_INTERLEAVED = 3
+SND_PCM_FORMAT_S16_LE = 2
+SND_PCM_FORMAT_S24_LE = 6
+SND_PCM_FORMAT_S32_LE = 10
+
+
+def load_asound():
+    """Load libasound and bind function prototypes."""
+    lib_name = ctypes.util.find_library("asound") or "libasound.so.2"
+    try:
+        asound = ctypes.CDLL(lib_name)
+    except OSError as err:
+        sys.exit(f"Error loading ALSA library ({lib_name}): {err}")
+
+    asound.snd_pcm_open.restype = ctypes.c_int
+    asound.snd_pcm_open.argtypes = [
+        ctypes.POINTER(ctypes.c_void_p),
+        ctypes.c_char_p,
+        ctypes.c_int,
+        ctypes.c_int,
+    ]
+
+    asound.snd_pcm_close.restype = ctypes.c_int
+    asound.snd_pcm_close.argtypes = [ctypes.c_void_p]
+
+    asound.snd_pcm_drop.restype = ctypes.c_int
+    asound.snd_pcm_drop.argtypes = [ctypes.c_void_p]
+
+    asound.snd_pcm_start.restype = ctypes.c_int
+    asound.snd_pcm_start.argtypes = [ctypes.c_void_p]
+
+    asound.snd_pcm_set_params.restype = ctypes.c_int
+    asound.snd_pcm_set_params.argtypes = [
+        ctypes.c_void_p,
+        ctypes.c_int,
+        ctypes.c_int,
+        ctypes.c_uint,
+        ctypes.c_uint,
+        ctypes.c_int,
+        ctypes.c_uint,
+    ]
+
+    asound.snd_pcm_readi.restype = ctypes.c_long
+    asound.snd_pcm_readi.argtypes = [
+        ctypes.c_void_p,
+        ctypes.c_void_p,
+        ctypes.c_ulong,
+    ]
+
+    asound.snd_pcm_recover.restype = ctypes.c_int
+    asound.snd_pcm_recover.argtypes = [
+        ctypes.c_void_p,
+        ctypes.c_int,
+        ctypes.c_int,
+    ]
+
+    asound.snd_pcm_format_value.restype = ctypes.c_int
+    asound.snd_pcm_format_value.argtypes = [ctypes.c_char_p]
+
+    asound.snd_strerror.restype = ctypes.c_char_p
+    asound.snd_strerror.argtypes = [ctypes.c_int]
+
+    return asound
+
+
+class DetectDrainer:
+    """Arms and continuously drains the MWW detect PCM to keep the DSP pipeline active."""
+
+    def __init__(
+        self,
+        asound,
+        device: str,
+        rate: int = 16000,
+        channels: int = 2,
+        fmt_str: str = "S32_LE",
+        latency_us: int = 500000,
+    ):
+        self.asound = asound
+        self.device = device
+        self.rate = rate
+        self.channels = channels
+        self.fmt_str = fmt_str
+        self.latency_us = latency_us
+
+        self.handle = ctypes.c_void_p()
+        self._stop_event = threading.Event()
+        self._thread = None
+        self.frames_drained = 0
+        self.running = False
+
+    def start(self):
+        dev_bytes = self.device.encode("utf-8")
+        err = self.asound.snd_pcm_open(
+            ctypes.byref(self.handle), dev_bytes, SND_PCM_STREAM_CAPTURE, 0
+        )
+        if err < 0:
+            err_msg = self.asound.snd_strerror(err).decode("utf-8", errors="replace")
+            raise RuntimeError(
+                f"Failed to open detect PCM '{self.device}' ({err}): {err_msg}"
+            )
+
+        fmt_val = self.asound.snd_pcm_format_value(self.fmt_str.encode("utf-8"))
+        if fmt_val < 0:
+            fmt_val = SND_PCM_FORMAT_S32_LE
+
+        err = self.asound.snd_pcm_set_params(
+            self.handle,
+            fmt_val,
+            SND_PCM_ACCESS_RW_INTERLEAVED,
+            self.channels,
+            self.rate,
+            1,
+            self.latency_us,
+        )
+        if err < 0:
+            err_msg = self.asound.snd_strerror(err).decode("utf-8", errors="replace")
+            self.asound.snd_pcm_close(self.handle)
+            self.handle = ctypes.c_void_p()
+            raise RuntimeError(
+                f"Failed to set params on detect PCM '{self.device}' ({err}): {err_msg}"
+            )
+
+        err = self.asound.snd_pcm_start(self.handle)
+        if err < 0:
+            err_msg = self.asound.snd_strerror(err).decode("utf-8", errors="replace")
+            self.asound.snd_pcm_close(self.handle)
+            self.handle = ctypes.c_void_p()
+            raise RuntimeError(
+                f"Failed to start detect PCM '{self.device}' ({err}): {err_msg}"
+            )
+
+        self.running = True
+        self._thread = threading.Thread(
+            target=self._drain_loop, name="mww_detect_drainer", daemon=True
+        )
+        self._thread.start()
+
+    def _drain_loop(self):
+        frames = 512
+        buf = (ctypes.c_int32 * (self.channels * frames))()
+        while not self._stop_event.is_set():
+            n = self.asound.snd_pcm_readi(self.handle, buf, frames)
+            if n < 0:
+                if self._stop_event.is_set():
+                    break
+                self.asound.snd_pcm_recover(self.handle, n, 1)
+            else:
+                self.frames_drained += n
+
+    def stop(self):
+        if not self.running:
+            return
+        self.running = False
+        self._stop_event.set()
+
+        if self.handle:
+            # Dropping unblocks any active snd_pcm_readi call
+            self.asound.snd_pcm_drop(self.handle)
+            if self._thread and self._thread.is_alive():
+                self._thread.join(timeout=1.0)
+            self.asound.snd_pcm_close(self.handle)
+            self.handle = ctypes.c_void_p()
+
+    def __enter__(self):
+        self.start()
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.stop()
+
+
+def capture_with_arecord(args, capture_dev):
+    """Run arecord capture subprocess with interactive output."""
+    cmd = ["arecord"]
+    if args.verbose:
+        cmd.append("-vvv")
+    cmd.extend(["-D", capture_dev])
+    if args.mmap:
+        cmd.append("-M")
+    if args.nonblock:
+        cmd.append("-N")
+    cmd.extend(["-f", args.format])
+    cmd.extend(["-r", str(args.rate)])
+    cmd.extend(["-c", str(args.channels)])
+
+    if args.buffer_size:
+        cmd.extend(["--buffer-size", str(args.buffer_size)])
+    if args.period_size:
+        cmd.extend(["--period-size", str(args.period_size)])
+    if args.buffer_time:
+        cmd.extend(["--buffer-time", str(args.buffer_time)])
+    if args.period_time:
+        cmd.extend(["--period-time", str(args.period_time)])
+
+    if args.duration > 0:
+        cmd.extend(["-d", str(int(args.duration)) if args.duration.is_integer() else f"{args.duration:.2f}"])
+
+    cmd.append(args.output)
+
+    print(f"[sof_run_mww] Executing: {' '.join(cmd)}")
+    try:
+        ret = subprocess.run(cmd)
+        if ret.returncode != 0:
+            print(f"[sof_run_mww] arecord exited with status {ret.returncode}", file=sys.stderr)
+            return ret.returncode
+    except KeyboardInterrupt:
+        print("\n[sof_run_mww] Capture interrupted by user.")
+    return 0
+
+
+def capture_with_python(asound, args, capture_dev):
+    """Fallback capture using libasound and python wave module."""
+    print(f"[sof_run_mww] Capturing via libasound directly to '{args.output}'...")
+    h = ctypes.c_void_p()
+    dev_bytes = capture_dev.encode("utf-8")
+    err = asound.snd_pcm_open(ctypes.byref(h), dev_bytes, SND_PCM_STREAM_CAPTURE, 0)
+    if err < 0:
+        err_msg = asound.snd_strerror(err).decode("utf-8", errors="replace")
+        raise RuntimeError(f"Failed to open capture PCM '{capture_dev}' ({err}): {err_msg}")
+
+    fmt_val = asound.snd_pcm_format_value(args.format.encode("utf-8"))
+    if fmt_val < 0:
+        fmt_val = SND_PCM_FORMAT_S32_LE
+
+    # Determine bytes per sample from format
+    sample_width = 4 if "32" in args.format or "24" in args.format else 2
+
+    err = asound.snd_pcm_set_params(
+        h, fmt_val, SND_PCM_ACCESS_RW_INTERLEAVED,
+        args.channels, args.rate, 1, 500000
+    )
+    if err < 0:
+        err_msg = asound.snd_strerror(err).decode("utf-8", errors="replace")
+        asound.snd_pcm_close(h)
+        raise RuntimeError(f"Failed to set params on capture PCM '{capture_dev}' ({err}): {err_msg}")
+
+    err = asound.snd_pcm_start(h)
+    if err < 0:
+        err_msg = asound.snd_strerror(err).decode("utf-8", errors="replace")
+        asound.snd_pcm_close(h)
+        raise RuntimeError(f"Failed to start capture PCM '{capture_dev}' ({err}): {err_msg}")
+
+    frames_per_read = args.period_size if args.period_size else 512
+    buf_size = frames_per_read * args.channels * sample_width
+    raw_buf = (ctypes.c_char * buf_size)()
+
+    total_frames_target = int(args.duration * args.rate) if args.duration > 0 else 0
+    total_frames_captured = 0
+
+    try:
+        with wave.open(args.output, "wb") as wf:
+            wf.setnchannels(args.channels)
+            wf.setsampwidth(sample_width)
+            wf.setframerate(args.rate)
+
+            start_time = time.time()
+            while True:
+                if total_frames_target > 0 and total_frames_captured >= total_frames_target:
+                    break
+
+                frames_to_read = frames_per_read
+                if total_frames_target > 0:
+                    remaining = total_frames_target - total_frames_captured
+                    if remaining < frames_to_read:
+                        frames_to_read = remaining
+
+                n = asound.snd_pcm_readi(h, raw_buf, frames_to_read)
+                if n < 0:
+                    asound.snd_pcm_recover(h, n, 1)
+                    continue
+
+                if n > 0:
+                    wf.writeframes(raw_buf[: n * args.channels * sample_width])
+                    total_frames_captured += n
+
+                elapsed = time.time() - start_time
+                if args.verbose and int(elapsed * 10) % 5 == 0:
+                    print(
+                        f"\r[sof_run_mww] Captured {total_frames_captured / args.rate:.2f} s / "
+                        f"{total_frames_captured} frames...",
+                        end="",
+                        flush=True,
+                    )
+            if args.verbose:
+                print()
+    except KeyboardInterrupt:
+        print("\n[sof_run_mww] Capture interrupted by user.")
+    finally:
+        asound.snd_pcm_drop(h)
+        asound.snd_pcm_close(h)
+
+    return 0
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(
+        description="microWakeWord (MWW) & Wake-on-Voice (WoV) Test Runner.",
+        formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+    )
+
+    # Positional devices
+    parser.add_argument(
+        "capture_pcm",
+        nargs="?",
+        default=None,
+        help="Optional positional WoV capture device (e.g. hw:0,102)",
+    )
+    parser.add_argument(
+        "detect_pcm",
+        nargs="?",
+        default=None,
+        help="Optional positional MWW detect device (e.g. hw:0,103)",
+    )
+
+    # Named device options
+    parser.add_argument(
+        "-C",
+        "--capture-dev",
+        "--capture",
+        dest="capture_dev",
+        default=None,
+        help="WoV capture PCM device (default: hw:0,102 or hw:<card>,102)",
+    )
+    parser.add_argument(
+        "-D",
+        "--detect-dev",
+        "--detect",
+        dest="detect_dev",
+        default=None,
+        help="MWW detect PCM device (default: hw:0,103 or hw:<card>,103)",
+    )
+    parser.add_argument(
+        "-c",
+        "--card",
+        default=None,
+        help="ALSA card index or name (e.g. 0, sofhdadsp). "
+        "Sets default devices to hw:<card>,102 and hw:<card>,103",
+    )
+
+    # Audio format
+    parser.add_argument(
+        "-r",
+        "--rate",
+        type=int,
+        default=16000,
+        help="Sample rate (Hz)",
+    )
+    parser.add_argument(
+        "--channels",
+        type=int,
+        default=2,
+        help="Number of channels",
+    )
+    parser.add_argument(
+        "-f",
+        "--format",
+        default="S32_LE",
+        help="Sample format (e.g. S32_LE, S16_LE)",
+    )
+
+    # Buffer and period tuning
+    parser.add_argument(
+        "--buffer-size",
+        type=int,
+        default=131072,
+        help="ALSA buffer size in frames (set 0 to omit)",
+    )
+    parser.add_argument(
+        "--period-size",
+        type=int,
+        default=1024,
+        help="ALSA period size in frames (default: 1024 / 64ms at 16kHz; set 0 to omit)",
+    )
+    parser.add_argument(
+        "--buffer-time",
+        type=int,
+        default=None,
+        help="ALSA buffer time in microseconds",
+    )
+    parser.add_argument(
+        "--period-time",
+        type=int,
+        default=None,
+        help="ALSA period time in microseconds",
+    )
+
+    # Capture controls
+    parser.add_argument(
+        "-d",
+        "--duration",
+        type=float,
+        default=5.0,
+        help="Capture duration in seconds (0 for indefinite until Ctrl-C)",
+    )
+    parser.add_argument(
+        "-o",
+        "--output",
+        default="/tmp/wov.wav",
+        help="Output WAV file path",
+    )
+
+    # arecord flags
+    parser.add_argument(
+        "-M",
+        "--mmap",
+        action="store_true",
+        default=False,
+        help="Enable mmap (-M) mode in arecord (default: disabled)",
+    )
+    parser.add_argument(
+        "--no-mmap",
+        action="store_false",
+        dest="mmap",
+        help="Disable mmap mode in arecord",
+    )
+    parser.add_argument(
+        "--no-nonblock",
+        action="store_false",
+        dest="nonblock",
+        help="Disable non-blocking mode in arecord",
+    )
+    parser.add_argument(
+        "-N",
+        "--nonblock",
+        action="store_true",
+        dest="nonblock",
+        default=True,
+        help="Enable non-blocking (-N) mode in arecord (default: enabled)",
+    )
+    parser.add_argument(
+        "-v",
+        "--verbose",
+        action="store_true",
+        default=True,
+        help="Verbose arecord output with VU meter (-vvv)",
+    )
+    parser.add_argument(
+        "-q",
+        "--quiet",
+        action="store_false",
+        dest="verbose",
+        help="Quiet mode (do not pass -vvv to arecord)",
+    )
+
+    # Operating modes
+    parser.add_argument(
+        "--arm-only",
+        "--detect-only",
+        action="store_true",
+        help="Only arm and drain MWW detect PCM; do not run capture",
+    )
+    parser.add_argument(
+        "--py-capture",
+        action="store_true",
+        help="Use direct python/libasound capture instead of arecord executable",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Print resolved devices and command without opening audio devices",
+    )
+
+    return parser.parse_args()
+
+
+def main():
+    args = parse_args()
+
+    # Resolve device strings
+    card = args.card if args.card is not None else "0"
+    default_capture = f"hw:{card},102"
+    default_detect = f"hw:{card},103"
+
+    capture_dev = args.capture_dev or args.capture_pcm or default_capture
+    detect_dev = args.detect_dev or args.detect_pcm or default_detect
+
+    print("==================================================")
+    print(" microWakeWord & Wake-on-Voice Test Runner")
+    print("==================================================")
+    print(f" Detect PCM  : {detect_dev}")
+    print(f" Capture PCM : {capture_dev}")
+    print(f" Format      : {args.format}, {args.channels} ch, {args.rate} Hz")
+    if args.period_size:
+        print(f" Period Size : {args.period_size} frames ({args.period_size / args.rate * 1000:.1f} ms)")
+    if args.buffer_size:
+        print(f" Buffer Size : {args.buffer_size} frames ({args.buffer_size / args.rate * 1000:.1f} ms)")
+    mmap_str = "mmap (-M)" if args.mmap else "standard read"
+    block_str = "non-blocking (-N)" if args.nonblock else "blocking"
+    print(f" Transfer    : {mmap_str}, {block_str}")
+    if not args.arm_only:
+        print(f" Duration    : {args.duration} s {'(until Ctrl-C)' if args.duration <= 0 else ''}")
+        print(f" Output File : {args.output}")
+    print("==================================================")
+
+    if args.dry_run:
+        print("[sof_run_mww] Dry run mode: exiting without opening devices.")
+        return 0
+
+    asound = load_asound()
+
+    # Step 1: Arm and start draining detect PCM
+    print(f"[sof_run_mww] Arming detect PCM ({detect_dev})...")
+    drainer = DetectDrainer(
+        asound=asound,
+        device=detect_dev,
+        rate=args.rate,
+        channels=args.channels,
+        fmt_str=args.format,
+    )
+
+    try:
+        drainer.start()
+        print(f"[sof_run_mww] Detect PCM '{detect_dev}' armed and draining in background.")
+    except Exception as err:
+        print(f"[sof_run_mww] ERROR: Failed to arm detect PCM: {err}", file=sys.stderr)
+        return 1
+
+    try:
+        if args.arm_only:
+            print(f"[sof_run_mww] Armed and draining '{detect_dev}'. Press Ctrl-C to release.")
+            signal.pause()
+            return 0
+
+        # Step 2: Run capture
+        has_arecord = shutil.which("arecord") is not None
+        if has_arecord and not args.py_capture:
+            ret = capture_with_arecord(args, capture_dev)
+        else:
+            if not has_arecord:
+                print("[sof_run_mww] 'arecord' not found in PATH; falling back to direct libasound capture.")
+            ret = capture_with_python(asound, args, capture_dev)
+
+        return ret
+
+    except KeyboardInterrupt:
+        print("\n[sof_run_mww] Interrupted by user.")
+        return 0
+    finally:
+        print(f"[sof_run_mww] Stopping detect PCM '{detect_dev}'...")
+        drainer.stop()
+        print(f"[sof_run_mww] Detect PCM released ({drainer.frames_drained} frames drained).")
+        if not args.arm_only and os.path.exists(args.output):
+            size_bytes = os.path.getsize(args.output)
+            print(f"[sof_run_mww] Captured audio written to '{args.output}' ({size_bytes} bytes).")
+
+
+if __name__ == "__main__":
+    sys.exit(main())

From 4743b7dbd33c4391353c601701747b886de70b06 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Tue, 8 Sep 2026 13:21:11 +0300
Subject: [PATCH 22/35] [DNM] audio: buffers: add support for DP-to-DP
 component binding

Binding two DP (Data Processing) scheduled components was previously
rejected with IPC4_INVALID_REQUEST because both sides required a
secondary ring buffer. This patch adds support for DP-to-DP component
binding under a new CONFIG_DP_TO_DP_BIND Kconfig option.

In a DP-to-DP connection, a single shared ring buffer is created and
attached as a secondary buffer on both the source and sink sides of the
intermediate comp_buffer. The upstream DP module writes directly to the
ring buffer sink API, and the downstream DP module reads directly from
its source API. No copying or intermediate synchronization is required
during low-latency (LL) scheduling cycles.

The DP module virtual memory region backing the ring buffer is
refcounted so that it remains valid across component lifetimes, and
audio buffer reset and free operations ensure the shared secondary
buffer is not reset or freed twice.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/buffers/audio_buffer.c     | 43 +++++++++++++++------
 src/audio/buffers/ring_buffer.c      | 14 ++++++-
 src/include/sof/audio/audio_buffer.h |  7 ++++
 src/ipc/ipc4/helper.c                | 57 +++++++++++++++++++++-------
 zephyr/Kconfig                       |  9 +++++
 5 files changed, 104 insertions(+), 26 deletions(-)

diff --git a/src/audio/buffers/audio_buffer.c b/src/audio/buffers/audio_buffer.c
index 1ecf8472dd65..efa927402113 100644
--- a/src/audio/buffers/audio_buffer.c
+++ b/src/audio/buffers/audio_buffer.c
@@ -24,8 +24,16 @@
 int audio_buffer_attach_secondary_buffer(struct sof_audio_buffer *buffer, bool at_input,
 					 struct sof_audio_buffer *secondary_buffer)
 {
+#ifdef CONFIG_DP_TO_DP_BIND
+	/* check per-side: allow attaching on both sides (needed for DP-to-DP) */
+	if (at_input && buffer->secondary_buffer_sink)
+		return -EINVAL;
+	if (!at_input && buffer->secondary_buffer_source)
+		return -EINVAL;
+#else
 	if (buffer->secondary_buffer_sink || buffer->secondary_buffer_source)
 		return -EINVAL;
+#endif
 
 	/* secondary buffer must share audio params with the primary buffer */
 	secondary_buffer->audio_stream_params = buffer->audio_stream_params;
@@ -48,6 +56,18 @@ int audio_buffer_sync_secondary_buffer(struct sof_audio_buffer *buffer, size_t l
 	struct sof_source *data_src;
 	struct sof_sink *data_dst;
 
+#ifdef CONFIG_DP_TO_DP_BIND
+	if (buffer->secondary_buffer_sink && buffer->secondary_buffer_source) {
+		/*
+		 * DP-to-DP case: a single shared ring_buffer is attached on both sides.
+		 * The source DP writes directly to the ring_buffer sink API, and the
+		 * sink DP reads directly from the ring_buffer source API.
+		 * No copying is needed during the LL cycle.
+		 */
+		return 0;
+	}
+#endif
+
 	if (buffer->secondary_buffer_sink) {
 		/*
 		 * audio_buffer sink API is shadowed, that means there's a secondary_buffer
@@ -95,7 +115,12 @@ void audio_buffer_free(struct sof_audio_buffer *buffer)
 	CORE_CHECK_STRUCT(buffer);
 #if CONFIG_PIPELINE_2_0
 	audio_buffer_free(buffer->secondary_buffer_sink);
+#ifdef CONFIG_DP_TO_DP_BIND
+	if (buffer->secondary_buffer_source != buffer->secondary_buffer_sink)
+		audio_buffer_free(buffer->secondary_buffer_source);
+#else
 	audio_buffer_free(buffer->secondary_buffer_source);
+#endif
 #endif /* CONFIG_PIPELINE_2_0 */
 	/* "virtual destructor": free the buffer internals and buffer memory */
 	buffer->ops->free(buffer);
@@ -203,18 +228,14 @@ uint32_t audio_buffer_sink_get_lft(struct sof_sink *sink)
 	return us_in_buffer;
 
 	/*
-	 * TODO, Currently there's no DP to DP connection
-	 * >>> the code below is never accessible and won't work because of cache incoherence <<<
-	 *
-	 * to make DP to DP connection possible:
+	 * NOTE: DP-to-DP connections are now supported via a single shared ring_buffer
+	 * attached as secondary buffer on both sides of a comp_buffer.
 	 *
-	 * 1) module data must be ALWAYS located in non cached memory alias, allowing
-	 *    cross core access to params like period (needed below) and calling
-	 *    module_get_deadline for the next module, regardless of cores the modules are
-	 *    running on
-	 * 2) comp_buffer must be removed from all pipeline code, replaced with a generic abstract
-	 *    class audio_buffer - allowing using comp_buffer and ring_buffer without current
-	 *    "hybrid buffer" solution
+	 * Future improvements:
+	 * 1) module data should be in non-cached memory alias for reliable
+	 *    cross-core access to params like period and deadlines
+	 * 2) comp_buffer should be replaced with generic audio_buffer
+	 *    throughout pipeline code (Pipeline 2.0)
 	 */
 }
 
diff --git a/src/audio/buffers/ring_buffer.c b/src/audio/buffers/ring_buffer.c
index 51245e91ca40..42dba3200a22 100644
--- a/src/audio/buffers/ring_buffer.c
+++ b/src/audio/buffers/ring_buffer.c
@@ -86,7 +86,6 @@ static inline void ring_buffer_writeback_shared(struct ring_buffer *ring_buffer,
 	dcache_writeback_region(ptr, size);
 }
 
-
 /**
  * @brief remove the queue from the list, free memory
  */
@@ -101,6 +100,19 @@ static void ring_buffer_free(struct sof_audio_buffer *audio_buffer)
 
 	sof_ctx_free(alloc, (__sparse_force void *)ring_buffer->_data_buffer);
 	sof_ctx_free(alloc, ring_buffer);
+
+#ifdef CONFIG_DP_TO_DP_BIND
+	/*
+	 * When CONFIG_DP_TO_DP_BIND is enabled, ipc_comp_connect() takes an extra vregion
+	 * reference for each ring_buffer created from a module vregion. Drop that
+	 * reference here and free the allocation context only when the vregion refcount
+	 * reaches zero.
+	 */
+	if (alloc && alloc->vreg) {
+		if (!vregion_put(alloc->vreg))
+			rfree(alloc);
+	}
+#endif
 }
 
 static void ring_buffer_reset(struct sof_audio_buffer *audio_buffer)
diff --git a/src/include/sof/audio/audio_buffer.h b/src/include/sof/audio/audio_buffer.h
index 95317e5dc964..893170edf50b 100644
--- a/src/include/sof/audio/audio_buffer.h
+++ b/src/include/sof/audio/audio_buffer.h
@@ -330,9 +330,16 @@ void audio_buffer_reset(struct sof_audio_buffer *buffer)
 	if (buffer->secondary_buffer_sink && buffer->secondary_buffer_sink->ops->reset)
 		buffer->secondary_buffer_sink->ops->reset(buffer->secondary_buffer_sink);
 
+#ifdef CONFIG_DP_TO_DP_BIND
+	if (buffer->secondary_buffer_source &&
+	    buffer->secondary_buffer_source != buffer->secondary_buffer_sink &&
+	    buffer->secondary_buffer_source->ops->reset)
+		buffer->secondary_buffer_source->ops->reset(buffer->secondary_buffer_source);
+#else
 	if (buffer->secondary_buffer_source && buffer->secondary_buffer_source->ops->reset)
 		buffer->secondary_buffer_source->ops->reset(buffer->secondary_buffer_source);
 #endif
+#endif
 }
 
 /* Audio-buffer wrappers for the source-sink API */
diff --git a/src/ipc/ipc4/helper.c b/src/ipc/ipc4/helper.c
index 1664c5969464..39a7c6b9f444 100644
--- a/src/ipc/ipc4/helper.c
+++ b/src/ipc/ipc4/helper.c
@@ -813,18 +813,22 @@ __cold int ipc4_comp_connect(struct ipc *ipc, const struct ipc4_module_bind_unbi
 	struct mod_alloc_ctx *alloc;
 
 #if CONFIG_ZEPHYR_DP_SCHEDULER
-	if (source->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP &&
-	    sink->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP) {
+	bool src_is_dp = source->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP;
+	bool sink_is_dp = sink->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP;
+#ifdef CONFIG_DP_TO_DP_BIND
+	bool dp_to_dp = src_is_dp && sink_is_dp;
+#else
+	if (src_is_dp && sink_is_dp) {
 		tr_err(&ipc_tr, "DP to DP binding is not supported: can't bind %x to %x",
 		       src_id, sink_id);
 		return IPC4_INVALID_REQUEST;
 	}
-
+#endif
 	struct comp_dev *dp;
 
-	if (sink->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP)
+	if (sink_is_dp)
 		dp = sink;
-	else if (source->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP)
+	else if (src_is_dp)
 		dp = source;
 	else
 		dp = NULL;
@@ -897,8 +901,8 @@ __cold int ipc4_comp_connect(struct ipc *ipc, const struct ipc4_module_bind_unbi
 	 *
 	 *	size = 2*max(obs of source module, ibs of destination module)
 	 *	(obs and ibs is single buffer size)
-	 * in case of DP -> LL
-	 *	size = 2*ibs of destination (LL) module. DP queue will handle obs of DP module
+	 * in case of DP -> LL or DP -> DP
+	 *	size = 2*ibs of destination module. DP queue will handle obs of DP module
 	 */
 	if (source->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_LL)
 		buf_size = MAX(ibs, obs) * 2;
@@ -933,12 +937,13 @@ __cold int ipc4_comp_connect(struct ipc *ipc, const struct ipc4_module_bind_unbi
 #if CONFIG_ZEPHYR_DP_SCHEDULER
 	struct ring_buffer *ring_buffer = NULL;
 
-	if (sink->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP ||
-	    source->ipc_config.proc_domain == COMP_PROCESSING_DOMAIN_DP) {
+	if (src_is_dp || sink_is_dp) {
 		struct processing_module *srcmod = comp_mod(source);
 		struct module_data *src_module_data = &srcmod->priv;
 		struct processing_module *dstmod = comp_mod(sink);
 		struct module_data *dst_module_data = &dstmod->priv;
+		bool is_shared = audio_buffer_is_shared(&buffer->audio_buffer);
+		uint32_t buf_id = buf_get_id(buffer);
 
 		/*
 		 * Handle cases where the size of the ring buffer depends on the
@@ -950,16 +955,40 @@ __cold int ipc4_comp_connect(struct ipc *ipc, const struct ipc4_module_bind_unbi
 		 */
 		ring_buffer = ring_buffer_create(dp, MAX(ibs, dst_module_data->mpd.in_buff_size),
 						 MAX(obs, src_module_data->mpd.out_buff_size),
-						 audio_buffer_is_shared(&buffer->audio_buffer),
-						 buf_get_id(buffer));
+						 is_shared, buf_id);
 		if (!ring_buffer) {
 			buffer_free(buffer);
 			return IPC4_OUT_OF_MEMORY;
 		}
 
-		/* data destination module needs to use ring_buffer */
-		audio_buffer_attach_secondary_buffer(&buffer->audio_buffer, dp == source,
-						     &ring_buffer->audio_buffer);
+#ifdef CONFIG_DP_TO_DP_BIND
+		/*
+		 * When CONFIG_DP_TO_DP_BIND is enabled, keep the DP module vregion
+		 * alive for the lifetime of this ring_buffer (dropped in ring_buffer_free()).
+		 */
+		if (ring_buffer->audio_buffer.alloc)
+			vregion_get(ring_buffer->audio_buffer.alloc->vreg);
+#endif
+
+#ifdef CONFIG_DP_TO_DP_BIND
+		if (dp_to_dp) {
+			/*
+			 * DP-to-DP binding: both source and sink are DP modules.
+			 * A single shared ring_buffer is attached on both sides
+			 * of the comp_buffer, so source DP writes directly to it
+			 * and sink DP reads directly from it without copying.
+			 */
+			audio_buffer_attach_secondary_buffer(&buffer->audio_buffer, true,
+							     &ring_buffer->audio_buffer);
+			audio_buffer_attach_secondary_buffer(&buffer->audio_buffer, false,
+							     &ring_buffer->audio_buffer);
+		} else
+#endif
+		{
+			/* data destination module needs to use ring_buffer */
+			audio_buffer_attach_secondary_buffer(&buffer->audio_buffer, dp == source,
+							     &ring_buffer->audio_buffer);
+		}
 	}
 
 #endif /* CONFIG_ZEPHYR_DP_SCHEDULER */
diff --git a/zephyr/Kconfig b/zephyr/Kconfig
index 6c0035dc55c4..322fc9cc5619 100644
--- a/zephyr/Kconfig
+++ b/zephyr/Kconfig
@@ -269,6 +269,15 @@ config ZEPHYR_DP_SCHEDULER_MIN_STACK_SIZE
          ext_init payload. If the stack size requested in the IPC is
          smaller than this, then the value defined here takes over.
 
+config DP_TO_DP_BIND
+	bool "Support DP to DP component binding"
+	default y
+	depends on ZEPHYR_DP_SCHEDULER
+	help
+	  Enable binding between two Data Processing (DP) scheduled components.
+	  This allows connecting DP modules together (e.g. DP source to DP sink)
+	  via intermediate buffering.
+
 config CROSS_CORE_STREAM
 	bool "Enable cross-core connected pipelines"
 	default y if IPC_MAJOR_4

From 5c29fe1f4a57fc908a8c2d3f2d63602e38b36dba Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Thu, 10 Sep 2026 20:28:03 +0300
Subject: [PATCH 23/35] tools: topology2: eqiir: set heap and stack
 requirements for DP domain

Set default heap_bytes_requirement to 32 KB and stack_bytes_requirement
to 16 KB for the eqiir component class. When eqiir runs in the Data
Processing (DP) domain, this covers its internal filter tables, state,
and connected intermediate buffers.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 tools/topology/topology2/include/components/eqiir.conf | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/tools/topology/topology2/include/components/eqiir.conf b/tools/topology/topology2/include/components/eqiir.conf
index 8d4f5bb37fad..9620ce723a41 100644
--- a/tools/topology/topology2/include/components/eqiir.conf
+++ b/tools/topology/topology2/include/components/eqiir.conf
@@ -61,4 +61,7 @@ Class.Widget."eqiir" {
 	no_pm			"true"
 	num_input_pins		1
 	num_output_pins		1
+	# DP userspace: cover own tables + connected buffers
+	heap_bytes_requirement	32768
+	stack_bytes_requirement	16384
 }

From dc17c906e9ac0aa4d147a86956828d479eb7ce2f Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:10:46 +0300
Subject: [PATCH 24/35] [DNM] audio: kpb: add polling drain notify and handle
 sink loss

The AMS/IDC path used by MWW to notify KPB about a detected keyword is
not reliable when the two components live on different cores on upstream
Zephyr: the wake path goes through p4wq and can crash under DP context.
Add a small dcache-managed slot (kpb_notify_slot) written by the
detector via kpb_notify_request_drain() and polled by kpb_copy() while
KPB is in RUN state. When a pending drain request is picked up, KPB
kicks off draining with a synthetic client descriptor.

Make kpb_copy() defensive on IPC4 for two states where sinks can go
away asynchronously. In RUN, sel_sink may still be NULL because
kpb_bind() has not connected the detector pipeline yet; buffer input
into history and stop the copy chain instead of returning an error.
In HOST_COPY, host_sink can disappear when the host copier tears down
mid-drain (arecord stopped, xrun recovery); fall back to RUN and
return 0 so the kernel can pause/reset the pipeline cleanly instead
of failing the free with a stuck ACTIVE state.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/kpb.c             | 93 ++++++++++++++++++++++++++++++++++---
 src/include/sof/audio/kpb.h |  7 +++
 2 files changed, 94 insertions(+), 6 deletions(-)

diff --git a/src/audio/kpb.c b/src/audio/kpb.c
index 4e5049919baf..31590a3d9cbb 100644
--- a/src/audio/kpb.c
+++ b/src/audio/kpb.c
@@ -71,6 +71,38 @@ SOF_DEFINE_REG_UUID(kpb);
 
 SOF_DEFINE_REG_UUID(kpb_task);
 
+/* Cross-core keyword-detected notify slot: written by the detector (may be
+ * on a secondary core), polled by kpb_copy() on the KPB home core.
+ */
+static struct {
+	uint32_t pending;
+	uint32_t drain_req_ms;
+} __aligned(PLATFORM_DCACHE_ALIGN) kpb_notify_slot;
+
+void kpb_notify_request_drain(uint32_t drain_req_ms)
+{
+	kpb_notify_slot.drain_req_ms = drain_req_ms;
+	kpb_notify_slot.pending = 1;
+	dcache_writeback_region((__sparse_force void __sparse_cache *)&kpb_notify_slot,
+				sizeof(kpb_notify_slot));
+	LOG_INF("kpb_notify_request_drain: drain_req=%u ms", drain_req_ms);
+}
+
+bool kpb_notify_poll_drain(uint32_t *drain_req_ms)
+{
+	dcache_invalidate_region((__sparse_force void __sparse_cache *)&kpb_notify_slot,
+				 sizeof(kpb_notify_slot));
+	if (!kpb_notify_slot.pending)
+		return false;
+
+	*drain_req_ms = kpb_notify_slot.drain_req_ms;
+	kpb_notify_slot.pending = 0;
+	dcache_writeback_region((__sparse_force void __sparse_cache *)&kpb_notify_slot,
+				sizeof(kpb_notify_slot));
+	LOG_INF("kpb_notify_poll_drain: pending -> drain_req=%u ms", *drain_req_ms);
+	return true;
+}
+
 /* KPB private data, runtime data */
 struct comp_data {
 	enum kpb_state state; /**< current state of KPB component */
@@ -935,11 +967,19 @@ static int kpb_prepare(struct comp_dev *dev)
 	}
 #endif /* CONFIG_IPC_MAJOR_4 */
 
+#if CONFIG_IPC_MAJOR_4
+	/* On IPC4 sel_sink is populated by kpb_bind() when the detector
+	 * pipeline connects, which may happen after WoV Capture is prepared.
+	 */
+	if (!kpb->sel_sink)
+		comp_info(dev, "sel_sink not yet bound; will be set by kpb_bind()");
+#else
 	if (!kpb->sel_sink) {
 		comp_err(dev, "could not find sink: sel_sink %p",
 			 kpb->sel_sink);
 		ret = -EIO;
 	}
+#endif
 
 	kpb->sync_draining_mode = true;
 
@@ -1229,13 +1269,47 @@ static int kpb_copy(struct comp_dev *dev)
 
 	switch (kpb->state) {
 	case KPB_STATE_RUN:
+		/* Cross-core keyword-detected poll: if the detector requested
+		 * draining while we were in RUN state, kick off draining here.
+		 */
+		{
+			uint32_t drain_ms;
+
+			if (kpb_notify_poll_drain(&drain_ms)) {
+				struct kpb_client cli = {
+					.id = 0,
+					.drain_req = drain_ms,
+					.r_ptr = NULL,
+					.sink = NULL,
+				};
+
+				kpb_init_draining(dev, &cli);
+			}
+		}
 		/* In normal RUN state we simply copy to our sink. */
 		sink = kpb->sel_sink;
 		ret = PPL_STATUS_PATH_STOP;
 
 		if (!sink) {
-			comp_err(dev, "no sink.");
-			ret = -EINVAL;
+			/* IPC4: detector pipeline may not be bound yet.
+			 * Buffer input into history and drop downstream copy.
+			 */
+			copy_bytes = audio_stream_get_avail_bytes(&source->stream);
+			if (copy_bytes) {
+				if (copy_bytes <= kpb->hd.buffer_size) {
+					ret = kpb_buffer_data(dev, source, copy_bytes);
+					if (ret) {
+						comp_err(dev, "internal buffering failed.");
+						break;
+					}
+					kpb->hd.buffered +=
+						MIN(kpb->hd.buffer_size -
+							kpb->hd.buffered,
+						    copy_bytes);
+				}
+				comp_update_buffer_consume(source, copy_bytes);
+			}
+			ret = PPL_STATUS_PATH_STOP;
 			break;
 		}
 
@@ -1320,15 +1394,22 @@ static int kpb_copy(struct comp_dev *dev)
 		sink = kpb->host_sink;
 
 		if (!sink) {
-			comp_err(dev, "no sink.");
-			ret = -EINVAL;
+			/* Host copier tore down (e.g. arecord stopped).
+			 * Transition back to RUN so the KPB pipeline can
+			 * be paused/reset cleanly by the kernel instead of
+			 * failing xrun recovery.
+			 */
+			comp_info(dev, "host_sink gone, back to RUN");
+			kpb_change_state(kpb, KPB_STATE_RUN);
+			ret = 0;
 			break;
 		}
 
 		/* Validate sink */
 		if (!audio_stream_get_wptr(&sink->stream)) {
-			comp_err(dev, "invalid host sink pointers.");
-			ret = -EINVAL;
+			comp_info(dev, "host_sink stream not ready, back to RUN");
+			kpb_change_state(kpb, KPB_STATE_RUN);
+			ret = 0;
 			break;
 		}
 
diff --git a/src/include/sof/audio/kpb.h b/src/include/sof/audio/kpb.h
index 14c7b33a38e9..ab995f883538 100644
--- a/src/include/sof/audio/kpb.h
+++ b/src/include/sof/audio/kpb.h
@@ -257,4 +257,11 @@ struct kpb_fmt_dev_list {
 void sys_comp_kpb_init(void);
 #endif
 
+/* Polling-based cross-core notification for keyword detection.
+ * Avoids the AMS->IDC->p4wq cross-core wake path when the detector runs on
+ * a different core than KPB. Set by the detector; polled by kpb_copy().
+ */
+void kpb_notify_request_drain(uint32_t drain_req_ms);
+bool kpb_notify_poll_drain(uint32_t *drain_req_ms);
+
 #endif /* __SOF_AUDIO_KPB_H__ */

From 7225a633c82aed6e70ce7156afc5dfbe4e4dd35a Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:10:56 +0300
Subject: [PATCH 25/35] [DNM] audio: microwakeword: use kpb polling notify for
 keyword trigger

Replace the AMS/IDC-based mww_notify_kpb() implementation with a call
to kpb_notify_request_drain(). The AMS path went through p4wq wake-up
across cores, which is unsafe from DP context on upstream Zephyr and
had been observed to fault when the detector and KPB run on different
cores.

The new polling notify slot handles the cross-core case with a plain
dcache flush + poll in kpb_copy(), so mww only has to publish the
requested drain time and return.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/microwakeword/mww.c | 16 +++-------------
 1 file changed, 3 insertions(+), 13 deletions(-)

diff --git a/src/audio/microwakeword/mww.c b/src/audio/microwakeword/mww.c
index 1d827820aa0a..090fa63ddb09 100644
--- a/src/audio/microwakeword/mww.c
+++ b/src/audio/microwakeword/mww.c
@@ -171,22 +171,12 @@ static int mww_notify_kpb(struct processing_module *mod)
 {
 	struct mww_comp_data *cd = module_get_private_data(mod);
 	struct comp_dev *dev = mod->dev;
-	struct ams_message_payload ams_payload;
 
 	comp_info(dev, "MWW keyword trigger -> notifying KPB to begin draining");
 
-	cd->client_data.r_ptr = NULL;
-	cd->client_data.sink = NULL;
-	cd->client_data.id = 0; /**< TODO: acquire proper id from kpb */
-	cd->client_data.drain_req = cd->drain_req_ms;
-
-	dcache_writeback_region(&cd->client_data, sizeof(cd->client_data));
-
-	ams_helper_prepare_payload(dev, &ams_payload, cd->kpd_uuid_id,
-				   (uint8_t *)&cd->client_data,
-				   sizeof(struct kpb_client));
-
-	return ams_send(&ams_payload);
+	/* Cross-core-safe polling notify (AMS/IDC path was unstable). */
+	kpb_notify_request_drain(cd->drain_req_ms);
+	return 0;
 }
 #else
 static int mww_notify_kpb(struct processing_module *mod)

From 4f76f223d1f4d9116bdc28275bf8cd3aefe0a34d Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Thu, 27 Aug 2026 15:24:07 +0300
Subject: [PATCH 26/35] tools: topology2: add microWakeWord (MWW) Wake-on-Voice
 topologies and pipelines

Add Topology2 configuration and pipeline graphs for microWakeWord (MWW)
Wake-on-Voice with KPB:
- Define MWW module component in mww.conf with default control definitions.
- Add HDA Mic capture pipeline (host-gateway-src-mfcc-mww-capture.conf)
  and host-gateway-micsel-mfcc-mww-capture.conf.
- Add SoundWire jack and DMIC MWW branches and DMIC MFCC profiles.
- Add HDA generic and SoundWire MTL/ARL topology targets with KPB and MWW.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 tools/topology/topology2/cavs-sdw.conf        |  11 +
 .../topology2/development/tplg-targets.cmake  |  15 ++
 .../include/common/common_definitions.conf    |   3 +
 .../topology2/include/components/kpb.conf     |   4 +-
 .../topology2/include/components/mww.conf     |  54 +++++
 .../host-gateway-micsel-mfcc-mww-capture.conf | 185 +++++++++++++++++
 .../host-gateway-src-mfcc-mww-capture.conf    | 194 ++++++++++++++++++
 .../include/pipelines/cavs/src-kpb-be.conf    | 115 +++++++++++
 .../topology2/platform/intel/dmic1-mfcc.conf  |   4 +-
 .../platform/intel/hda-mic-mww-kpb.conf       | 176 ++++++++++++++++
 .../platform/intel/sdw-dmic-mww-kpb.conf      | 170 +++++++++++++++
 .../platform/intel/sdw-jack-mww-kpb.conf      | 170 +++++++++++++++
 tools/topology/topology2/sof-hda-generic.conf |  10 +
 13 files changed, 1108 insertions(+), 3 deletions(-)
 create mode 100644 tools/topology/topology2/include/components/mww.conf
 create mode 100644 tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
 create mode 100644 tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf
 create mode 100644 tools/topology/topology2/include/pipelines/cavs/src-kpb-be.conf
 create mode 100644 tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
 create mode 100644 tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
 create mode 100644 tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf

diff --git a/tools/topology/topology2/cavs-sdw.conf b/tools/topology/topology2/cavs-sdw.conf
index 311e0376b333..faf5eb487d8e 100644
--- a/tools/topology/topology2/cavs-sdw.conf
+++ b/tools/topology/topology2/cavs-sdw.conf
@@ -11,6 +11,7 @@
 <pdm_config.conf>
 <tokens.conf>
 <virtual.conf>
+<output_pin_binding.conf>
 <host-copier-gain-mixin-playback.conf>
 <mixout-gain-alh-dai-copier-playback.conf>
 <mixout-gain-ctc-alh-dai-copier-playback.conf>
@@ -32,6 +33,8 @@
 <host-gateway-capture.conf>
 <host-gateway-tdfb-drc-capture.conf>
 <host-gateway-src-micsel-mfcc-capture.conf>
+<host-gateway-micsel-mfcc-mww-capture.conf>
+<src-kpb-be.conf>
 <src.conf>
 <io-gateway.conf>
 <io-gateway-capture.conf>
@@ -287,3 +290,11 @@ IncludeByKey.SDW_DMIC_AUDIO_FEATURE_CAPTURE {
 IncludeByKey.SDW_DMIC_COMPR_AUDIO_FEATURE_CAPTURE {
 	"true" "platform/intel/sdw-dmic-audio-feature-compress.conf"
 }
+
+IncludeByKey.SDW_JACK_MWW_KPB_CAPTURE {
+	"true" "platform/intel/sdw-jack-mww-kpb.conf"
+}
+
+IncludeByKey.SDW_DMIC_MWW_KPB_CAPTURE {
+	"true" "platform/intel/sdw-dmic-mww-kpb.conf"
+}
diff --git a/tools/topology/topology2/development/tplg-targets.cmake b/tools/topology/topology2/development/tplg-targets.cmake
index faca251d9864..9cc4f367c36c 100644
--- a/tools/topology/topology2/development/tplg-targets.cmake
+++ b/tools/topology/topology2/development/tplg-targets.cmake
@@ -55,6 +55,12 @@ NHLT_BIN=nhlt-sof-lnl-nocodec-fpga-4ch.bin,PASSTHROUGH=true,DMIC_IO_CLK=19200000
 
 "cavs-sdw\;sof-lnl-fpga-rt711-l0\;PLATFORM=lnl,NUM_HDMIS=0,PASSTHROUGH=true"
 
+# HDA generic + KPB-based Wake-on-Voice (microWakeWord) capture branch.
+# Adds a WoV drain PCM and an MFCC/MWW detect PCM tapped off the
+# Analog capture endpoint (module-copier.4.2). Applies to all IPC4
+# HDA platforms; no NHLT differentiation.
+"sof-hda-generic\;sof-hda-generic-mww-kpb\;HDA_CONFIG=mix,HDA_MIC_MWW_KPB_CAPTURE=true"
+
 # HDA topology with passthrough analog codec pipelines
 "sof-hda-generic\;sof-hda-passthrough\;HDA_CONFIG=passthrough"
 # HDA topology with passthrough analog codec pipelines using CHAIN_DMA
@@ -506,6 +512,15 @@ MFCC_FRAME_BYTES=344,MFCC_BLOB=mel"
 HDMI1_ID=4,HDMI2_ID=5,HDMI3_ID=6,SDW_JACK_COMPR_AUDIO_FEATURE_CAPTURE=true,\
 MFCC_FRAME_BYTES=76,MFCC_BLOB=ceps"
 
+# Soundwire topologies with microWakeWord (MWW)/KPB Wake-on-Voice on jack
+"cavs-sdw\;sof-mtl-rt713-l0-rt1316-l12-mww-kpb\;PLATFORM=mtl,NUM_SDW_AMP_LINKS=2,\
+HDMI1_ID=4,HDMI2_ID=5,HDMI3_ID=6,SDW_JACK_MWW_KPB_CAPTURE=true"
+
+"cavs-sdw\;sof-arl-cs42l43-l0-cs35l56-l23-mww-kpb\;PLATFORM=mtl,NUM_SDW_AMP_LINKS=2,SDW_DMIC=1,\
+SDW_AMP_FEEDBACK=false,SDW_SPK_STREAM=Playback-SmartAmp,SDW_DMIC_STREAM=Capture-SmartMic,\
+SDW_JACK_OUT_STREAM=Playback-SimpleJack,SDW_JACK_IN_STREAM=Capture-SimpleJack,\
+SDW_DMIC_MWW_KPB_CAPTURE=true"
+
 "cavs-sdw\;sof-arl-cs42l43-l0-cs35l56-l23-mfcc-mel-compr\;PLATFORM=mtl,NUM_SDW_AMP_LINKS=2,SDW_DMIC=1,\
 SDW_AMP_FEEDBACK=false,SDW_SPK_STREAM=Playback-SmartAmp,SDW_DMIC_STREAM=Capture-SmartMic,\
 SDW_JACK_OUT_STREAM=Playback-SimpleJack,SDW_JACK_IN_STREAM=Capture-SimpleJack,\
diff --git a/tools/topology/topology2/include/common/common_definitions.conf b/tools/topology/topology2/include/common/common_definitions.conf
index 06f0f425c5e2..4effe27c1c67 100644
--- a/tools/topology/topology2/include/common/common_definitions.conf
+++ b/tools/topology/topology2/include/common/common_definitions.conf
@@ -73,6 +73,9 @@ Define {
 	SDW_SPK_ECHO_REF			false # No echo reference for speaker
 	SDW_JACK_AUDIO_FEATURE_CAPTURE		false # No audio features capture for jack
 	SDW_JACK_COMPR_AUDIO_FEATURE_CAPTURE	false # No compress audio features capture for jack
+	SDW_JACK_MWW_KPB_CAPTURE		false # No MWW/KPB Wake-on-Voice branch on jack
 	SDW_DMIC_AUDIO_FEATURE_CAPTURE		false # No audio features capture for microphone
 	SDW_DMIC_COMPR_AUDIO_FEATURE_CAPTURE	false # No compress audio features capture for microphone
+	SDW_DMIC_MWW_KPB_CAPTURE		false # No MWW/KPB Wake-on-Voice branch on microphone
+	HDA_MIC_MWW_KPB_CAPTURE			false # No MWW/KPB Wake-on-Voice branch on HDA analog capture
 }
diff --git a/tools/topology/topology2/include/components/kpb.conf b/tools/topology/topology2/include/components/kpb.conf
index 03f7989be8ac..2605589786ac 100644
--- a/tools/topology/topology2/include/components/kpb.conf
+++ b/tools/topology/topology2/include/components/kpb.conf
@@ -67,8 +67,8 @@ Class.Widget."kpb" {
 	num_input_audio_formats 1
 	num_output_audio_formats 1
 
-	#UUID: D8218443-5FF3-4A4C-B388-6CFE07B9562E
-	uuid		"43:84:21:d8:f3:5f:4c:4a:b3:88:6c:fe:07:b9:56:2e"
+	#UUID: A8A0CB32-4A77-4DB1-85C7-53D7EE07BCE6
+	uuid		"32:cb:a0:a8:77:4a:b1:4d:85:c7:53:d7:ee:07:bc:e6"
 	no_pm 		"true"
 	cpc 720000
 	num_input_pins		1
diff --git a/tools/topology/topology2/include/components/mww.conf b/tools/topology/topology2/include/components/mww.conf
new file mode 100644
index 000000000000..ad5b1216f9c5
--- /dev/null
+++ b/tools/topology/topology2/include/components/mww.conf
@@ -0,0 +1,54 @@
+#
+# A microWakeWord keyword-spotting component for SOF. All attributes defined
+# herein are namespaced by alsatplg to "Object.Widget.mww.attribute_name"
+#
+
+Class.Widget."mww" {
+	#
+	# Pipeline ID
+	#
+	DefineAttribute."index" {
+		type "integer"
+	}
+
+	#
+	# Unique instance for MWW widget
+	#
+	DefineAttribute."instance" {
+		type "integer"
+	}
+
+	# Include common widget attributes definition
+	<include/components/widget-common.conf>
+
+	attributes {
+		!constructor [
+			"index"
+			"instance"
+		]
+		!mandatory [
+			"num_input_pins"
+			"num_output_pins"
+			"num_input_audio_formats"
+			"num_output_audio_formats"
+		]
+
+		!immutable [
+			"uuid"
+		]
+		!deprecated [
+			"preload_count"
+		]
+		unique	"instance"
+	}
+
+	#
+	# Default attributes for mww
+	# UUID: 4067fe1d-cd63-4877-966b-a06ded1719ce
+	#
+	uuid			"1d:fe:67:40:63:cd:77:48:96:6b:a0:6d:ed:17:19:ce"
+	type			"effect"
+	no_pm			"true"
+	num_input_pins		1
+	num_output_pins		1
+}
diff --git a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
new file mode 100644
index 000000000000..5b2e90da7152
--- /dev/null
+++ b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
@@ -0,0 +1,185 @@
+#
+# Micsel-MFCC-MWW capture detection pipeline
+#
+# This class provides a detection pipeline that first uses micsel to convert
+# a 16 kHz stereo capture stream into a stereo double-mono stream (both
+# channels carrying the same audio content), then feeds it into MFCC for
+# feature extraction (10ms hop / 40 mel bins) and microWakeWord (MWW) for
+# streaming keyword spotting. The final frames are delivered to the host
+# over a stereo double-mono aif_out so the topology remains compatible
+# with capture PCMs that require stereo.
+#
+
+<include/common/input_audio_format.conf>
+<include/common/output_audio_format.conf>
+<include/components/pipeline.conf>
+<include/components/micsel.conf>
+<include/components/mfcc.conf>
+<include/components/mww.conf>
+<include/components/host-copier.conf>
+
+Define {
+	# 10 ms FFT hop at 16 kHz, 2 ch, s32: 160 samples * 2 * 4 = 1280 B.
+	MFCC_INPUT_BYTES 1280
+	# MFCC compress output frame: 24-byte header + 40 mel bins * 4 bytes.
+	MFCC_FRAME_BYTES 184
+	# MWW expects one MFCC frame every 10 ms; wake it per-frame so it
+	# stays in lock-step with MFCC instead of batching.
+	MWW_INPUT_BYTES 184
+	MWW_DETECT_CORE_ID 1
+}
+
+Class.Pipeline."host-gateway-micsel-mfcc-mww-capture" {
+
+	<include/pipelines/pipeline-common.conf>
+
+	attributes {
+		!constructor [
+			"index"
+		]
+
+		unique	"instance"
+	}
+
+	Object.Widget {
+		host-copier."1" {
+			type		"aif_out"
+			core_id		$MWW_DETECT_CORE_ID
+			node_type	$HDA_HOST_INPUT_CLASS
+			stream_name	"HDA Mic MWW Detect"
+			pcm_id		$index
+			num_input_pins	1
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		16000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_rate 		16000
+				}
+			]
+		}
+
+		micsel."1" {
+			core_id		$MWW_DETECT_CORE_ID
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		16000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_rate 		16000
+					out_ch_cfg 	$CHANNEL_CONFIG_DUAL_MONO
+				}
+			]
+		}
+
+		mfcc."1" {
+			scheduler_domain "DP"
+			core_id 	$MWW_DETECT_CORE_ID
+			domain_id 	0
+			stack_bytes_requirement 8192
+			heap_bytes_requirement "$[(24 * 1024)]"
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		16000
+					ibs 			$MFCC_INPUT_BYTES
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_rate 		16000
+					obs 			$MFCC_FRAME_BYTES
+				}
+			]
+		}
+
+		# MWW is an audio pass-through: it copies each MFCC frame
+		# from input to output unchanged and sends keyword detection
+		# triggers out-of-band via AMS / KPB notifications. ibs/obs
+		# are one MFCC frame so the DP thread wakes per 10 ms hop
+		# and stays in lock-step with MFCC.
+		mww."1" {
+			scheduler_domain "DP"
+			core_id 	$MWW_DETECT_CORE_ID
+			domain_id 	0
+			stack_bytes_requirement 8192
+			heap_bytes_requirement "$[(24 * 1024)]"
+			num_input_pins	1
+			num_output_pins	1
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		16000
+					ibs 			$MWW_INPUT_BYTES
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_rate 		16000
+					obs 			$MWW_INPUT_BYTES
+				}
+			]
+		}
+
+		pipeline."1" {
+			priority 	0
+			lp_mode 	0
+			core 		$MWW_DETECT_CORE_ID
+		}
+	}
+
+	Object.Base {
+		!route [
+			{
+				source 	micsel.$index.1
+				sink 	mfcc.$index.1
+			}
+			{
+				source 	mfcc.$index.1
+				sink 	mww.$index.1
+			}
+			{
+				source 	mww.$index.1
+				sink 	"host-copier.$index.capture"
+			}
+		]
+	}
+
+	direction 	"capture"
+	dynamic_pipeline 1
+	time_domain 	"timer"
+}
diff --git a/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf b/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf
new file mode 100644
index 000000000000..d2eb6e3236e3
--- /dev/null
+++ b/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf
@@ -0,0 +1,194 @@
+#
+# SRC-MFCC-MWW capture detection pipeline
+#
+# This class provides detection pipeline for capture with MFCC feature extraction
+# fed to the microWakeWord (mww) TFLM keyword-spotting module.
+#
+# Uses mel40_10ms.conf, matching microWakeWord's native MixConv front-end
+# shape: 40 mel-log features per 10ms stride over a 30ms window (see plan
+# Stage 5). Stage 2's go/no-go hardware validation used the interim
+# mel40_compress.conf (20ms hop) profile before this blob existed.
+#
+
+<include/common/input_audio_format.conf>
+<include/common/output_audio_format.conf>
+<include/components/pipeline.conf>
+<include/components/src.conf>
+<include/components/mfcc.conf>
+<include/components/mww.conf>
+<include/components/host-copier.conf>
+
+Define {
+	MFCC_FRAME_BYTES 184
+	MWW_DETECT_CORE_ID 1
+}
+
+Class.Pipeline."host-gateway-src-mfcc-mww-capture" {
+
+	<include/pipelines/pipeline-common.conf>
+
+	attributes {
+		!constructor [
+			"index"
+		]
+
+		unique	"instance"
+	}
+
+	Object.Widget {
+		host-copier."1" {
+			type		"aif_out"
+			node_type	$HDA_HOST_INPUT_CLASS
+			stream_name	"HDA Mic MWW Detect"
+			pcm_id		$index
+			num_input_pins	1
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			16000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+				out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_rate		16000
+				}
+			]
+		}
+
+		src."1" {
+			num_input_pins 1
+			num_output_pins 1
+			num_input_audio_formats 4
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			16000
+				}
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			48000
+				}
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			96000
+				}
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			192000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+				out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_rate		16000
+				}
+			]
+		}
+
+		mfcc."1" {
+			Object.Control {
+				bytes."1" {
+					name "HDA Mic MWW MFCC bytes"
+					IncludeByKey.HDA_MIC_MFCC_PARAMS {
+						"default" "include/components/mfcc/mel40_10ms.conf"
+					}
+				}
+				mixer."1" {
+					name "HDA Mic MWW MFCC VAD"
+				}
+			}
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			16000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+				out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_rate		16000
+					obs			$MFCC_FRAME_BYTES
+				}
+			]
+		}
+
+		mww."1" {
+			scheduler_domain "DP"
+			core_id $MWW_DETECT_CORE_ID
+			domain_id 0
+			stack_bytes_requirement 8192
+			heap_bytes_requirement "$[(24 * 1024)]"
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+				in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_rate			16000
+					ibs			$MFCC_FRAME_BYTES
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+				out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_rate		16000
+					obs			$MFCC_FRAME_BYTES
+				}
+			]
+		}
+
+		pipeline."1" {
+			priority	0
+			lp_mode		0
+			core		$MWW_DETECT_CORE_ID
+		}
+	}
+
+	Object.Base {
+		!route [
+			{
+				source	src.$index.1
+				sink	mfcc.$index.1
+			}
+			{
+				source	mfcc.$index.1
+				sink	mww.$index.1
+			}
+			{
+				source	mww.$index.1
+				sink	"host-copier.$index.capture"
+			}
+		]
+	}
+
+	direction	"capture"
+	dynamic_pipeline 1
+	time_domain	"timer"
+}
diff --git a/tools/topology/topology2/include/pipelines/cavs/src-kpb-be.conf b/tools/topology/topology2/include/pipelines/cavs/src-kpb-be.conf
new file mode 100644
index 000000000000..6aefdbae1fb7
--- /dev/null
+++ b/tools/topology/topology2/include/pipelines/cavs/src-kpb-be.conf
@@ -0,0 +1,115 @@
+#
+# SRC-KPB backend pipeline
+#
+# This class provides a pipeline that converts a DAI-side capture stream
+# down to 16 kHz stereo via SRC and feeds it into a KPB widget for
+# key-phrase buffering with dual sinks (WoV drain and detection paths).
+#
+# Usage:
+#
+# Object.Pipeline.src-kpb-be."N" {
+# 	period 		1000
+# 	time_domain 	"timer"
+# }
+#
+# Where N is the unique pipeline ID within the same alsaconf node.
+#
+
+<include/common/input_audio_format.conf>
+<include/common/output_audio_format.conf>
+<include/components/pipeline.conf>
+<include/components/src.conf>
+<include/components/kpb.conf>
+
+Class.Pipeline."src-kpb-be" {
+
+	<include/pipelines/pipeline-common.conf>
+
+	attributes {
+		!constructor [
+			"index"
+		]
+
+		#
+		# src-kpb-be objects instantiated within the same alsaconf node
+		# must have unique pipeline_id attribute.
+		#
+		unique 	"instance"
+	}
+
+	Object.Widget {
+		src."1" {
+			num_input_pins 1
+			num_output_pins 1
+			num_input_audio_formats 3
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		48000
+				}
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		96000
+				}
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		192000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_rate 		16000
+				}
+			]
+		}
+
+		kpb."1" {
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		16000
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_rate 		16000
+				}
+			]
+		}
+
+		pipeline."1" {
+			priority 	0
+			lp_mode 	0
+		}
+	}
+
+	Object.Base {
+		!route [
+			{
+				source 	src.$index.1
+				sink 	kpb.$index.1
+			}
+		]
+	}
+
+	direction 	"capture"
+	dynamic_pipeline 1
+	time_domain 	"timer"
+}
diff --git a/tools/topology/topology2/platform/intel/dmic1-mfcc.conf b/tools/topology/topology2/platform/intel/dmic1-mfcc.conf
index 3aad756a85f5..d7ea66199e10 100644
--- a/tools/topology/topology2/platform/intel/dmic1-mfcc.conf
+++ b/tools/topology/topology2/platform/intel/dmic1-mfcc.conf
@@ -1,4 +1,6 @@
-<include/components/mfcc.conf>
+# mfcc widget class is already included at the top of the parent
+# sof-hda-generic.conf, so no need to pull include/components/mfcc.conf
+# here again.
 
 Define {
        DMIC1_PCM_NAME	"DMIC MFCC"
diff --git a/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf b/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
new file mode 100644
index 000000000000..905bde900bc0
--- /dev/null
+++ b/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
@@ -0,0 +1,176 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# HDA analog capture microWakeWord (MWW)/KPB Wake-on-Voice branch.
+#
+# Layered on top of sof-hda-generic.conf via
+# IncludeByKey.HDA_MIC_MWW_KPB_CAPTURE. Taps the Analog Capture DAI
+# endpoint (module-copier.4.2) into:
+#
+#   SRC (48 -> 16 kHz stereo) -> KPB (16 kHz stereo, dual sinks)
+#     pin 0 -> micsel -> MFCC (40 mel 10ms compress) -> MWW keyword spotter
+#              -> host-copier: "HDA Mic MWW Detect" PCM
+#     pin 1 -> host-copier: "HDA Mic WoV Capture"  PCM
+#
+# KPB is used in a Linux-compatible configuration (ibs == obs, no
+# micselector mode); the topology-side micsel widget performs channel
+# reduction on the detection path. The MWW Detect PCM is exposed as
+# stereo double-mono to work around HDA capture's mono restriction.
+#
+# KPB output_pin_binding names must match kernel widget names (see
+# sof_ipc4_get_queue_id): host-copier.<pcm_id>.<direction> and
+# <widget>.<index>.<queue>.
+
+Define {
+	HDA_MWW_KPB_PIPELINE_ID		102
+	HDA_MWW_WOV_PIPELINE_ID		100
+	HDA_MWW_WOV_PCM_ID		100
+	HDA_MWW_DETECT_PIPELINE_ID	101
+	HDA_MWW_DETECT_PCM_ID		101
+}
+
+Object.Pipeline.src-kpb-be [
+	{
+		index $HDA_MWW_KPB_PIPELINE_ID
+
+		# KPB requires pin 0 (binding.1) to feed the detect/selector sink
+		# and pin 1+ (binding.2) to feed the host drain; see kpb_bind().
+		Object.Widget.kpb.1 {
+			Object.Base.output_pin_binding.1 {
+				output_pin_binding_name "micsel.$HDA_MWW_DETECT_PIPELINE_ID.1"
+			}
+			Object.Base.output_pin_binding.2 {
+				output_pin_binding_name "host-copier.$HDA_MWW_WOV_PCM_ID.capture"
+			}
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-capture [
+	{
+		index $HDA_MWW_WOV_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "HDA Mic WoV Capture"
+			pcm_id $HDA_MWW_WOV_PCM_ID
+			capture_compatible_d0i3 1
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_rate 		16000
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_rate 		16000
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+				}
+			]
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
+	{
+		index $HDA_MWW_DETECT_PIPELINE_ID
+		core 1
+		core_id 1
+
+		Object.Widget.pipeline.1 {
+			core 1
+		}
+
+		Object.Widget.host-copier.1 {
+			stream_name "HDA Mic MWW Detect"
+			pcm_id $HDA_MWW_DETECT_PCM_ID
+			capture_compatible_d0i3 1
+		}
+
+		Object.Widget.micsel.1 {
+			Object.Control {
+				bytes."1" {
+					name "HDA Mic MWW Micsel bytes"
+					<include/components/micsel/downmix_stereo_to_doublemono.conf>
+				}
+			}
+		}
+
+		Object.Widget.mfcc.1 {
+			Object.Control {
+				bytes."1" {
+					name "HDA Mic MWW MFCC bytes"
+					<include/components/mfcc/mel40_10ms_compress.conf>
+				}
+				mixer."1" {
+					name "HDA Mic MWW MFCC VAD"
+				}
+			}
+		}
+
+		Object.Widget.mww.1 {
+			Object.Control {
+				bytes."1" {
+					name "HDA Mic MWW bytes"
+					max 65536
+				}
+			}
+		}
+	}
+]
+
+Object.Base.route [
+	{
+		source "module-copier.4.2"
+		sink "src.$HDA_MWW_KPB_PIPELINE_ID.1"
+	}
+	{
+		source "kpb.$HDA_MWW_KPB_PIPELINE_ID.1"
+		sink "host-copier.$HDA_MWW_WOV_PCM_ID.capture"
+	}
+	{
+		source "kpb.$HDA_MWW_KPB_PIPELINE_ID.1"
+		sink "micsel.$HDA_MWW_DETECT_PIPELINE_ID.1"
+	}
+]
+
+Object.PCM.pcm [
+	{
+		name "HDA Mic WoV Capture"
+		id $HDA_MWW_WOV_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "HDA Mic WoV Capture"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "HDA Mic WoV Capture"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+	{
+		name "HDA Mic MWW Detect"
+		id $HDA_MWW_DETECT_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "HDA Mic MWW Detect"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "HDA Mic MWW Detect"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+]
diff --git a/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf b/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
new file mode 100644
index 000000000000..7ed27747b693
--- /dev/null
+++ b/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
@@ -0,0 +1,170 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# SoundWire DMIC microWakeWord (MWW)/KPB Wake-on-Voice capture branch.
+#
+# Layered on top of cavs-sdw.conf via IncludeByKey.SDW_DMIC_MWW_KPB_CAPTURE.
+# Taps the DMIC DAI-side module-copier (module-copier.41.0) into:
+#
+#   SRC (48 -> 16 kHz stereo) -> KPB (16 kHz stereo, dual sinks)
+#     pin 0 -> micsel -> MFCC (40 mel 10ms compress) -> MWW keyword spotter
+#              -> host-copier: "DMIC MWW Detect" PCM
+#     pin 1 -> host-copier: "DMIC WoV Capture"  PCM
+#
+# Bypasses TDFB and DRC beamforming / dynamic range compression.
+# KPB output_pin_binding names must match kernel widget names (see
+# sof_ipc4_get_queue_id): host-copier.<pcm_id>.<direction> and
+# <widget>.<index>.<queue>. Detect PCM is stereo double-mono via
+# micsel to remain compatible with standard capture pipelines.
+
+Define {
+	SDW_DMIC_MODULE_COPIER_ID	41
+	SDW_DMIC_MWW_KPB_PIPELINE_ID	104
+	# host-copier internal routes in host-gateway* pipeline classes
+	# reference host-copier.$index.<direction>, so keep
+	# pcm_id == pipeline_id for the two host-side PCMs.
+	SDW_DMIC_MWW_WOV_PIPELINE_ID	102
+	SDW_DMIC_MWW_WOV_PCM_ID		102
+	SDW_DMIC_MWW_WOV_PCM_NAME	"DMIC WoV Capture"
+	SDW_DMIC_MWW_WOV_STREAM_NAME	"DMIC WoV Capture Stream"
+	SDW_DMIC_MWW_DETECT_PIPELINE_ID	103
+	SDW_DMIC_MWW_DETECT_PCM_ID	103
+	SDW_DMIC_MWW_DETECT_PCM_NAME	"DMIC MWW Detect"
+	SDW_DMIC_MWW_DETECT_STREAM_NAME	"DMIC MWW Detect Stream"
+}
+
+Object.Pipeline.src-kpb-be [
+	{
+		index $SDW_DMIC_MWW_KPB_PIPELINE_ID
+
+		Object.Widget.kpb.1 {
+			Object.Base.output_pin_binding.1 {
+				output_pin_binding_name "micsel.$SDW_DMIC_MWW_DETECT_PIPELINE_ID.1"
+			}
+			Object.Base.output_pin_binding.2 {
+				output_pin_binding_name "host-copier.$SDW_DMIC_MWW_WOV_PCM_ID.capture"
+			}
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-capture [
+	{
+		index $SDW_DMIC_MWW_WOV_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "$SDW_DMIC_MWW_WOV_STREAM_NAME"
+			pcm_id $SDW_DMIC_MWW_WOV_PCM_ID
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_rate 		16000
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_rate 		16000
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+				}
+			]
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
+	{
+		index $SDW_DMIC_MWW_DETECT_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "$SDW_DMIC_MWW_DETECT_STREAM_NAME"
+			pcm_id $SDW_DMIC_MWW_DETECT_PCM_ID
+		}
+
+		Object.Widget.micsel.1 {
+			Object.Control {
+				bytes."1" {
+					name "$SDW_DMIC_MWW_DETECT_PCM_NAME Micsel bytes"
+					<include/components/micsel/downmix_stereo_to_doublemono.conf>
+				}
+			}
+		}
+
+		Object.Widget.mfcc.1 {
+			Object.Control {
+				bytes."1" {
+					name "$SDW_DMIC_MWW_DETECT_PCM_NAME MFCC bytes"
+					<include/components/mfcc/mel40_10ms_compress.conf>
+				}
+				mixer."1" {
+					name "$SDW_DMIC_MWW_DETECT_PCM_NAME MFCC VAD"
+				}
+			}
+		}
+
+		Object.Widget.mww.1 {
+			Object.Control {
+				bytes."1" {
+					name "$SDW_DMIC_MWW_DETECT_PCM_NAME MWW bytes"
+					max 65536
+				}
+			}
+		}
+	}
+]
+
+Object.Base.route [
+	{
+		source "module-copier.$SDW_DMIC_MODULE_COPIER_ID.0"
+		sink "src.$SDW_DMIC_MWW_KPB_PIPELINE_ID.1"
+	}
+	{
+		source "kpb.$SDW_DMIC_MWW_KPB_PIPELINE_ID.1"
+		sink "host-copier.$SDW_DMIC_MWW_WOV_PCM_ID.capture"
+	}
+	{
+		source "kpb.$SDW_DMIC_MWW_KPB_PIPELINE_ID.1"
+		sink "micsel.$SDW_DMIC_MWW_DETECT_PIPELINE_ID.1"
+	}
+]
+
+Object.PCM.pcm [
+	{
+		name "$SDW_DMIC_MWW_WOV_PCM_NAME"
+		id $SDW_DMIC_MWW_WOV_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "$SDW_DMIC_MWW_WOV_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "$SDW_DMIC_MWW_WOV_STREAM_NAME"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+	{
+		name "$SDW_DMIC_MWW_DETECT_PCM_NAME"
+		id $SDW_DMIC_MWW_DETECT_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "$SDW_DMIC_MWW_DETECT_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "$SDW_DMIC_MWW_DETECT_STREAM_NAME"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+]
diff --git a/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf b/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
new file mode 100644
index 000000000000..2ee8f5435891
--- /dev/null
+++ b/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
@@ -0,0 +1,170 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# SoundWire jack microWakeWord (MWW)/KPB Wake-on-Voice capture branch.
+#
+# Layered on top of cavs-sdw.conf (SDW jack + amps + HDMI) via
+# IncludeByKey.SDW_JACK_MWW_KPB_CAPTURE. Taps the jack DAI-side
+# module-copier (module-copier.11.0) into:
+#
+#   SRC (48 -> 16 kHz stereo) -> KPB (16 kHz stereo, dual sinks)
+#     pin 0 -> micsel -> MFCC (40 mel 10ms compress) -> MWW keyword spotter
+#              -> host-copier: "Jack In MWW Detect" PCM
+#     pin 1 -> host-copier: "Jack In WoV Capture"  PCM
+#
+# KPB output_pin_binding names must match kernel widget names (see
+# sof_ipc4_get_queue_id): host-copier.<pcm_id>.<direction> and
+# <widget>.<index>.<queue>. Detect PCM is stereo double-mono via
+# micsel to remain compatible with HDA-style capture pipelines.
+
+Define {
+	SDW_JACK_MODULE_COPIER_ID	11
+	SDW_JACK_MWW_KPB_PIPELINE_ID	104
+	# host-copier internal routes in host-gateway* pipeline classes
+	# reference host-copier.$index.<direction>, so keep
+	# pcm_id == pipeline_id for the two host-side PCMs.
+	SDW_JACK_MWW_WOV_PIPELINE_ID	102
+	SDW_JACK_MWW_WOV_PCM_ID		102
+	SDW_JACK_MWW_WOV_PCM_NAME	"Jack In WoV Capture"
+	SDW_JACK_MWW_WOV_STREAM_NAME	"Jack In WoV Capture Stream"
+	SDW_JACK_MWW_DETECT_PIPELINE_ID	103
+	SDW_JACK_MWW_DETECT_PCM_ID	103
+	SDW_JACK_MWW_DETECT_PCM_NAME	"Jack In MWW Detect"
+	SDW_JACK_MWW_DETECT_STREAM_NAME	"Jack In MWW Detect Stream"
+}
+
+Object.Pipeline.src-kpb-be [
+	{
+		index $SDW_JACK_MWW_KPB_PIPELINE_ID
+
+		Object.Widget.kpb.1 {
+			Object.Base.output_pin_binding.1 {
+				output_pin_binding_name "micsel.$SDW_JACK_MWW_DETECT_PIPELINE_ID.1"
+			}
+			Object.Base.output_pin_binding.2 {
+				output_pin_binding_name "host-copier.$SDW_JACK_MWW_WOV_PCM_ID.capture"
+			}
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-capture [
+	{
+		index $SDW_JACK_MWW_WOV_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "$SDW_JACK_MWW_WOV_STREAM_NAME"
+			pcm_id $SDW_JACK_MWW_WOV_PCM_ID
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		2
+					in_rate 		16000
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		2
+					out_rate 		16000
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+				}
+			]
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
+	{
+		index $SDW_JACK_MWW_DETECT_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "$SDW_JACK_MWW_DETECT_STREAM_NAME"
+			pcm_id $SDW_JACK_MWW_DETECT_PCM_ID
+		}
+
+		Object.Widget.micsel.1 {
+			Object.Control {
+				bytes."1" {
+					name "$SDW_JACK_MWW_DETECT_PCM_NAME Micsel bytes"
+					<include/components/micsel/downmix_stereo_to_doublemono.conf>
+				}
+			}
+		}
+
+		Object.Widget.mfcc.1 {
+			Object.Control {
+				bytes."1" {
+					name "$SDW_JACK_MWW_DETECT_PCM_NAME MFCC bytes"
+					<include/components/mfcc/mel40_10ms_compress.conf>
+				}
+				mixer."1" {
+					name "$SDW_JACK_MWW_DETECT_PCM_NAME MFCC VAD"
+				}
+			}
+		}
+
+		Object.Widget.mww.1 {
+			Object.Control {
+				bytes."1" {
+					name "$SDW_JACK_MWW_DETECT_PCM_NAME MWW bytes"
+					max 65536
+				}
+			}
+		}
+	}
+]
+
+Object.Base.route [
+	{
+		source "module-copier.$SDW_JACK_MODULE_COPIER_ID.0"
+		sink "src.$SDW_JACK_MWW_KPB_PIPELINE_ID.1"
+	}
+	{
+		source "kpb.$SDW_JACK_MWW_KPB_PIPELINE_ID.1"
+		sink "host-copier.$SDW_JACK_MWW_WOV_PCM_ID.capture"
+	}
+	{
+		source "kpb.$SDW_JACK_MWW_KPB_PIPELINE_ID.1"
+		sink "micsel.$SDW_JACK_MWW_DETECT_PIPELINE_ID.1"
+	}
+]
+
+Object.PCM.pcm [
+	{
+		name "$SDW_JACK_MWW_WOV_PCM_NAME"
+		id $SDW_JACK_MWW_WOV_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "$SDW_JACK_MWW_WOV_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "$SDW_JACK_MWW_WOV_STREAM_NAME"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+	{
+		name "$SDW_JACK_MWW_DETECT_PCM_NAME"
+		id $SDW_JACK_MWW_DETECT_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "$SDW_JACK_MWW_DETECT_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "$SDW_JACK_MWW_DETECT_STREAM_NAME"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+]
diff --git a/tools/topology/topology2/sof-hda-generic.conf b/tools/topology/topology2/sof-hda-generic.conf
index 01a020bad17f..0821fba27c88 100644
--- a/tools/topology/topology2/sof-hda-generic.conf
+++ b/tools/topology/topology2/sof-hda-generic.conf
@@ -10,8 +10,11 @@
 <vendor-token.conf>
 <tokens.conf>
 <virtual.conf>
+<output_pin_binding.conf>
 <host-gateway-playback.conf>
 <host-gateway-capture.conf>
+<host-gateway-micsel-mfcc-mww-capture.conf>
+<src-kpb-be.conf>
 <host-copier-gain-mixin-playback.conf>
 <host-copier-gain-src-mixin-playback.conf>
 <mixout-dai-copier-playback.conf>
@@ -187,3 +190,10 @@ Object.Widget.virtual [
 		index 8
 	}
 ]
+
+# Optional MWW/KPB Wake-on-Voice branch tapping the HDA Analog capture
+# module-copier. Adds two capture PCMs (Detect + WoV drain) without
+# touching the base HDA graph.
+IncludeByKey.HDA_MIC_MWW_KPB_CAPTURE {
+	"true" "platform/intel/hda-mic-mww-kpb.conf"
+}

From 1a07eb6839974fc434fd8484de3b46701c4fd3b1 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 9 Sep 2026 14:16:57 +0300
Subject: [PATCH 27/35] tools: topology2: enlarge KPB to micsel buffer in MWW
 capture pipeline

The intermediate buffer connecting KPB to micsel previously defaulted
to 256 bytes (2 ms at 16 kHz stereo 32-bit). When microWakeWord runs
inference on Core 1, the core is occupied for roughly 19.5 ms,
starving micsel from consuming data. This caused the 2 ms buffer to
fill up quickly and back-pressured KPB on Core 0, resulting in
choppy, spliced audio in the Wake-on-Voice history buffer.

Configure input and output buffer sizes on the micsel widget to
1280 bytes (10 ms) so that IPC4 allocates a 20 ms buffer (2560 bytes).
This absorbs the inference processing latency without stalling KPB.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 .../pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
index 5b2e90da7152..a349694864a8 100644
--- a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
+++ b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
@@ -19,6 +19,9 @@
 <include/components/host-copier.conf>
 
 Define {
+	# 20 ms buffer between KPB and micsel at 16 kHz, 2 ch, s32 (2560 B buffer):
+	# IPC4 allocates 2 * ibs = 2560 B.
+	MICSEL_INPUT_BYTES 1280
 	# 10 ms FFT hop at 16 kHz, 2 ch, s32: 160 samples * 2 * 4 = 1280 B.
 	MFCC_INPUT_BYTES 1280
 	# MFCC compress output frame: 24-byte header + 40 mel bins * 4 bytes.
@@ -79,6 +82,7 @@ Class.Pipeline."host-gateway-micsel-mfcc-mww-capture" {
 					in_bit_depth 		32
 					in_valid_bit_depth 	32
 					in_rate 		16000
+					ibs 			$MICSEL_INPUT_BYTES
 				}
 			]
 			Object.Base.output_audio_format [
@@ -88,6 +92,7 @@ Class.Pipeline."host-gateway-micsel-mfcc-mww-capture" {
 					out_valid_bit_depth 	32
 					out_rate 		16000
 					out_ch_cfg 	$CHANNEL_CONFIG_DUAL_MONO
+					obs 			$MICSEL_INPUT_BYTES
 				}
 			]
 		}

From f88485418685ef01863584f077a4fae032bff962 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 11 Sep 2026 15:12:16 +0300
Subject: [PATCH 28/35] tools: topology2: drop MFCC VAD switch from MWW capture
 topologies

The MFCC VAD kcontrol widget was created to expose the phrase-detect
state to user space, but the mel40_10ms_compress blob used by the
microWakeWord capture pipelines no longer emits VAD control updates.
Leaving the mixer in the topology defines an ALSA control that never
changes and, worse, keeps the widget listed as a notification target
that the kernel cannot resolve for encoder-hosted MFCC.

Remove the "MFCC VAD" mixer from the four MWW capture topologies
(HDA mic and the SDW DMIC/Jack variants, plus the shared
host-gateway-src-mfcc-mww capture pipeline). Non-MWW MFCC pipelines
that still ship their own VAD control are left untouched.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 .../pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf      | 3 ---
 tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf   | 3 ---
 tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf  | 3 ---
 tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf  | 3 ---
 4 files changed, 12 deletions(-)

diff --git a/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf b/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf
index d2eb6e3236e3..8c282e5c4ef1 100644
--- a/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf
+++ b/tools/topology/topology2/include/pipelines/cavs/host-gateway-src-mfcc-mww-capture.conf
@@ -111,9 +111,6 @@ Class.Pipeline."host-gateway-src-mfcc-mww-capture" {
 						"default" "include/components/mfcc/mel40_10ms.conf"
 					}
 				}
-				mixer."1" {
-					name "HDA Mic MWW MFCC VAD"
-				}
 			}
 			num_input_audio_formats 1
 			num_output_audio_formats 1
diff --git a/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf b/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
index 905bde900bc0..9942b7ecd4d4 100644
--- a/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
+++ b/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
@@ -106,9 +106,6 @@ Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
 					name "HDA Mic MWW MFCC bytes"
 					<include/components/mfcc/mel40_10ms_compress.conf>
 				}
-				mixer."1" {
-					name "HDA Mic MWW MFCC VAD"
-				}
 			}
 		}
 
diff --git a/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf b/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
index 7ed27747b693..5b0ce272f8e1 100644
--- a/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
+++ b/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
@@ -100,9 +100,6 @@ Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
 					name "$SDW_DMIC_MWW_DETECT_PCM_NAME MFCC bytes"
 					<include/components/mfcc/mel40_10ms_compress.conf>
 				}
-				mixer."1" {
-					name "$SDW_DMIC_MWW_DETECT_PCM_NAME MFCC VAD"
-				}
 			}
 		}
 
diff --git a/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf b/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
index 2ee8f5435891..67e75cee52bd 100644
--- a/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
+++ b/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
@@ -100,9 +100,6 @@ Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
 					name "$SDW_JACK_MWW_DETECT_PCM_NAME MFCC bytes"
 					<include/components/mfcc/mel40_10ms_compress.conf>
 				}
-				mixer."1" {
-					name "$SDW_JACK_MWW_DETECT_PCM_NAME MFCC VAD"
-				}
 			}
 		}
 

From 42b1b28b8fb207ea244be7479f83079543e5b5c4 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Mon, 14 Sep 2026 16:16:29 +0300
Subject: [PATCH 29/35] tools: topology: add 8-bit PCAN support for
 microWakeWord pipelines

Introduce the MWW_PCAN option in topology2 to support 8-bit PCAN
microWakeWord capture pipelines alongside existing 32-bit pipelines.

When MWW_PCAN is true, MFCC_FRAME_BYTES and MWW_INPUT_BYTES are reduced
from 184 bytes to 64 bytes (10 ms scheduling), and MFCC loads the
dedicated mel40_10ms_pcan_compress blob with PCAN enabled. Also register
sof-hda-generic-mww-pcan-kpb in development topology targets.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 .../topology2/development/tplg-targets.cmake  |  1 +
 .../include/common/common_definitions.conf    |  1 +
 .../components/mfcc/mel40_10ms_compress.conf  | 16 +++++++-------
 .../mfcc/mel40_10ms_pcan_compress.conf        | 19 ++++++++--------
 .../host-gateway-micsel-mfcc-mww-capture.conf | 22 ++++++++++++++-----
 .../platform/intel/hda-mic-mww-kpb.conf       |  5 ++++-
 .../platform/intel/sdw-dmic-mww-kpb.conf      |  5 ++++-
 .../platform/intel/sdw-jack-mww-kpb.conf      |  5 ++++-
 8 files changed, 49 insertions(+), 25 deletions(-)

diff --git a/tools/topology/topology2/development/tplg-targets.cmake b/tools/topology/topology2/development/tplg-targets.cmake
index 9cc4f367c36c..dbcd543039b6 100644
--- a/tools/topology/topology2/development/tplg-targets.cmake
+++ b/tools/topology/topology2/development/tplg-targets.cmake
@@ -60,6 +60,7 @@ NHLT_BIN=nhlt-sof-lnl-nocodec-fpga-4ch.bin,PASSTHROUGH=true,DMIC_IO_CLK=19200000
 # Analog capture endpoint (module-copier.4.2). Applies to all IPC4
 # HDA platforms; no NHLT differentiation.
 "sof-hda-generic\;sof-hda-generic-mww-kpb\;HDA_CONFIG=mix,HDA_MIC_MWW_KPB_CAPTURE=true"
+"sof-hda-generic\;sof-hda-generic-mww-pcan-kpb\;HDA_CONFIG=mix,HDA_MIC_MWW_KPB_CAPTURE=true,MWW_PCAN=true"
 
 # HDA topology with passthrough analog codec pipelines
 "sof-hda-generic\;sof-hda-passthrough\;HDA_CONFIG=passthrough"
diff --git a/tools/topology/topology2/include/common/common_definitions.conf b/tools/topology/topology2/include/common/common_definitions.conf
index 4effe27c1c67..a6e17bd7aa61 100644
--- a/tools/topology/topology2/include/common/common_definitions.conf
+++ b/tools/topology/topology2/include/common/common_definitions.conf
@@ -78,4 +78,5 @@ Define {
 	SDW_DMIC_COMPR_AUDIO_FEATURE_CAPTURE	false # No compress audio features capture for microphone
 	SDW_DMIC_MWW_KPB_CAPTURE		false # No MWW/KPB Wake-on-Voice branch on microphone
 	HDA_MIC_MWW_KPB_CAPTURE			false # No MWW/KPB Wake-on-Voice branch on HDA analog capture
+	MWW_PCAN				false # Use 8-bit PCAN features for microWakeWord
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
index f01a1442475f..ac71f00605fb 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 16-Sep-2026
+# Exported MFCC configuration 14-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
-		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x28,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
-		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
-		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
index dcbf5ea5164c..fb96decabc81 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
@@ -1,24 +1,25 @@
-# Exported MFCC configuration 16-Sep-2026
+# Exported MFCC configuration 14-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
+# 40 mel bins, 10 ms hop, compress output, PCAN enabled (8-bit output).
 Object.Base.data."mfcc_config" {
 	bytes "
 		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x10,
-		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
-		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
-		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
-		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
+		0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x01,
 		0x01,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
index a349694864a8..3c60c63bbda4 100644
--- a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
+++ b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
@@ -24,14 +24,26 @@ Define {
 	MICSEL_INPUT_BYTES 1280
 	# 10 ms FFT hop at 16 kHz, 2 ch, s32: 160 samples * 2 * 4 = 1280 B.
 	MFCC_INPUT_BYTES 1280
-	# MFCC compress output frame: 24-byte header + 40 mel bins * 4 bytes.
-	MFCC_FRAME_BYTES 184
-	# MWW expects one MFCC frame every 10 ms; wake it per-frame so it
-	# stays in lock-step with MFCC instead of batching.
-	MWW_INPUT_BYTES 184
 	MWW_DETECT_CORE_ID 1
 }
 
+IncludeByKey.MWW_PCAN {
+	"true" {
+		Define {
+			# 8-bit PCAN frame: 24-byte header + 40 mel bins * 1 byte.
+			MFCC_FRAME_BYTES 64
+			MWW_INPUT_BYTES 64
+		}
+	}
+	"false" {
+		Define {
+			# 32-bit MFCC compress output frame: 24-byte header + 40 mel bins * 4 bytes.
+			MFCC_FRAME_BYTES 184
+			MWW_INPUT_BYTES 184
+		}
+	}
+}
+
 Class.Pipeline."host-gateway-micsel-mfcc-mww-capture" {
 
 	<include/pipelines/pipeline-common.conf>
diff --git a/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf b/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
index 9942b7ecd4d4..7ff1aa509f8d 100644
--- a/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
+++ b/tools/topology/topology2/platform/intel/hda-mic-mww-kpb.conf
@@ -104,7 +104,10 @@ Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
 			Object.Control {
 				bytes."1" {
 					name "HDA Mic MWW MFCC bytes"
-					<include/components/mfcc/mel40_10ms_compress.conf>
+					IncludeByKey.MWW_PCAN {
+						"true"	"include/components/mfcc/mel40_10ms_pcan_compress.conf"
+						"false"	"include/components/mfcc/mel40_10ms_compress.conf"
+					}
 				}
 			}
 		}
diff --git a/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf b/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
index 5b0ce272f8e1..fcc75e2b277c 100644
--- a/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
+++ b/tools/topology/topology2/platform/intel/sdw-dmic-mww-kpb.conf
@@ -98,7 +98,10 @@ Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
 			Object.Control {
 				bytes."1" {
 					name "$SDW_DMIC_MWW_DETECT_PCM_NAME MFCC bytes"
-					<include/components/mfcc/mel40_10ms_compress.conf>
+					IncludeByKey.MWW_PCAN {
+						"true"	"include/components/mfcc/mel40_10ms_pcan_compress.conf"
+						"false"	"include/components/mfcc/mel40_10ms_compress.conf"
+					}
 				}
 			}
 		}
diff --git a/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf b/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
index 67e75cee52bd..e91da0ac4e2c 100644
--- a/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
+++ b/tools/topology/topology2/platform/intel/sdw-jack-mww-kpb.conf
@@ -98,7 +98,10 @@ Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
 			Object.Control {
 				bytes."1" {
 					name "$SDW_JACK_MWW_DETECT_PCM_NAME MFCC bytes"
-					<include/components/mfcc/mel40_10ms_compress.conf>
+					IncludeByKey.MWW_PCAN {
+						"true"	"include/components/mfcc/mel40_10ms_pcan_compress.conf"
+						"false"	"include/components/mfcc/mel40_10ms_compress.conf"
+					}
 				}
 			}
 		}

From afa029f36d2d12870f99e1f2ac450008af996422 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 16 Sep 2026 20:03:25 +0300
Subject: [PATCH 30/35] tools: topology2: add lean SSP0 nocodec topology for
 microWakeWord

Add a dedicated, minimal SSP0 NoCodec topology for microWakeWord bring-up
and digital loopback testing on Intel Tiger Lake platforms. The standard
cavs-nocodec topology incorporates extensive multi-port routing, mixers,
smart-amp, and DMIC paths that complicate debugging. This configuration
strips those out to provide a lean, reproducible test environment.

The topology implements a direct host-to-DAI passthrough playback stream
on SSP0 (PCM 0) alongside a Wake-on-Voice capture branch. Capture from
SSP0 feeds an SRC resampler (48 kHz to 16 kHz stereo) and a KPB buffer
with dual sinks: raw WoV audio drain on PCM 100, and a channel-reduced
micsel to MFCC feature extractor and MWW keyword detector on PCM 101.
The preprocessor NHLT plugin is enabled to generate the necessary SSP0
ACPI endpoint descriptors for codec-less boards.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 .../topology2/cavs-nocodec-mww-kpb.conf       | 401 ++++++++++++++++++
 .../topology2/development/tplg-targets.cmake  |   4 +
 2 files changed, 405 insertions(+)
 create mode 100644 tools/topology/topology2/cavs-nocodec-mww-kpb.conf

diff --git a/tools/topology/topology2/cavs-nocodec-mww-kpb.conf b/tools/topology/topology2/cavs-nocodec-mww-kpb.conf
new file mode 100644
index 000000000000..efea0858633c
--- /dev/null
+++ b/tools/topology/topology2/cavs-nocodec-mww-kpb.conf
@@ -0,0 +1,401 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# Lean NoCodec (SSP0) topology for microWakeWord (MWW) bring-up.
+#
+# Playback (passthrough):
+#   PCM0 "Port0" -> host-copier -> dai-copier -> SSP0
+#
+# Capture (Wake-on-Voice):
+#   SSP0 -> dai-copier -> SRC (48 -> 16 kHz stereo) -> KPB (dual sinks)
+#     pin 0 -> micsel -> MFCC (40 mel, 10 ms) -> MWW -> "SSP0 MWW Detect" PCM
+#     pin 1 -> "SSP0 WoV Capture" PCM
+#
+# Everything the base cavs-nocodec.conf carries for codecs, DMIC, mixers,
+# gain, smart-amp and deep buffer is intentionally dropped.
+
+<searchdir:include>
+<searchdir:include/common>
+<searchdir:include/components>
+<searchdir:include/dais>
+<searchdir:include/pipelines>
+<searchdir:include/pipelines/cavs>
+<searchdir:platform>
+<searchdir:platform/intel>
+
+<vendor-token.conf>
+<tokens.conf>
+<virtual.conf>
+<output_pin_binding.conf>
+<host-gateway-playback.conf>
+<host-gateway-capture.conf>
+<host-gateway-micsel-mfcc-mww-capture.conf>
+<src-kpb-be.conf>
+<io-gateway.conf>
+<io-gateway-capture.conf>
+<highpass-capture-be.conf>
+<data.conf>
+<pcm.conf>
+<pcm_caps.conf>
+<fe_dai.conf>
+<ssp.conf>
+<intel/hw_config_cardinal_clk.conf>
+<manifest.conf>
+<route.conf>
+<common_definitions.conf>
+<module-copier.conf>
+<ssp-default.conf>
+
+Define {
+	MCLK				24576000
+	PLATFORM			"tgl"
+	# PCAN-normalized 8-bit Mel features by default; set MWW_PCAN=false
+	# for the classic 32-bit Mel path.
+	MWW_PCAN			"true"
+
+	# Playback (passthrough)
+	SSP0_PLAYBACK_PCM_ID		0
+	SSP0_PLAYBACK_HOST_PIPELINE_ID	1
+	SSP0_PLAYBACK_DAI_PIPELINE_ID	2
+
+	# Capture DAI feeding the Wake-on-Voice branch
+	SSP0_CAPTURE_DAI_PIPELINE_ID	3
+
+	# Wake-on-Voice branch. host-gateway* classes reference
+	# host-copier.$index.<dir> internally, so keep pcm_id == pipeline_id
+	# for the two host-side PCMs.
+	MWW_KPB_PIPELINE_ID		4
+	MWW_WOV_PIPELINE_ID		100
+	MWW_WOV_PCM_ID			100
+	MWW_WOV_PCM_NAME		"SSP0 WoV Capture"
+	MWW_DETECT_PIPELINE_ID		101
+	MWW_DETECT_PCM_ID		101
+	MWW_DETECT_PCM_NAME		"SSP0 MWW Detect"
+}
+
+# override defaults with platform-specific config
+IncludeByKey.PLATFORM {
+	"tgl"	"platform/intel/tgl.conf"
+	"adl"	"platform/intel/tgl.conf"
+}
+
+#
+# SSP0 DAI (duplex)
+#
+Object.Dai.SSP [
+	{
+		id		0
+		dai_index	0
+		direction	"duplex"
+		name		NoCodec-0
+		default_hw_conf_id	0
+		sample_bits	32
+		quirks		"lbm_mode"
+		io_clk		$MCLK
+
+		Object.Base.hw_config.1 {
+			name		"SSP0"
+			id		0
+			fsync_freq	48000
+			bclk_freq	3072000
+			tdm_slot_width	32
+			# TODO: remove this. Needs alsaptlg change.
+			Object.Base.link_config.1 {
+				clock_source	1
+			}
+		}
+	}
+]
+
+#
+# Playback: host -> dai (passthrough)
+#
+Object.Pipeline.host-gateway-playback [
+	{
+		index	$SSP0_PLAYBACK_HOST_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name	'SSP0 Playback'
+			pcm_id		$SSP0_PLAYBACK_PCM_ID
+			num_input_audio_formats 3
+			Object.Base.input_audio_format [
+				{
+					in_rate			$SSP0_RATE
+					in_bit_depth		16
+					in_valid_bit_depth	16
+				}
+				{
+					in_rate			$SSP0_RATE
+					in_bit_depth		32
+					in_valid_bit_depth	24
+				}
+				{
+					in_rate			$SSP0_RATE
+					in_bit_depth		32
+					in_valid_bit_depth	32
+				}
+			]
+			num_output_audio_formats 1
+			Object.Base.output_audio_format [
+				{
+					out_rate		$SSP0_RATE
+					out_bit_depth		32
+					out_valid_bit_depth	32
+				}
+			]
+		}
+	}
+]
+
+Object.Pipeline.io-gateway [
+	{
+		index		$SSP0_PLAYBACK_DAI_PIPELINE_ID
+		direction	playback
+
+		Object.Widget.dai-copier.1 {
+			dai_index	0
+			dai_type	"SSP"
+			copier_type	"SSP"
+			stream_name	"NoCodec-0"
+			node_type	$I2S_LINK_OUTPUT_CLASS
+			num_input_pins	1
+			num_input_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_rate			$SSP0_RATE
+					in_bit_depth		32
+					in_valid_bit_depth	32
+				}
+			]
+			num_output_audio_formats 1
+			Object.Base.output_audio_format [
+				{
+					out_rate		$SSP0_RATE
+					out_bit_depth		32
+					out_valid_bit_depth	32
+				}
+			]
+		}
+	}
+]
+
+#
+# Capture DAI feeding the SRC-KPB branch
+#
+Object.Pipeline.io-gateway-capture [
+	{
+		index		$SSP0_CAPTURE_DAI_PIPELINE_ID
+		direction	capture
+
+		Object.Widget.dai-copier.1 {
+			dai_index	0
+			dai_type	"SSP"
+			type		dai_out
+			copier_type	"SSP"
+			stream_name	"NoCodec-0"
+			node_type	$I2S_LINK_INPUT_CLASS
+			num_input_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels		2
+					in_rate			$SSP0_RATE
+					in_bit_depth		32
+					in_valid_bit_depth	32
+				}
+			]
+			num_output_audio_formats 1
+			Object.Base.output_audio_format [
+				{
+					out_channels		2
+					out_rate		$SSP0_RATE
+					out_bit_depth		32
+					out_valid_bit_depth	32
+				}
+			]
+		}
+	}
+]
+
+#
+# SRC (48 -> 16 kHz) + KPB, dual sinks
+#
+Object.Pipeline.src-kpb-be [
+	{
+		index	$MWW_KPB_PIPELINE_ID
+
+		# KPB pin 0 (binding.1) feeds the detect/selector sink,
+		# pin 1 (binding.2) feeds the host WoV drain; see kpb_bind().
+		Object.Widget.kpb.1 {
+			Object.Base.output_pin_binding.1 {
+				output_pin_binding_name "micsel.$MWW_DETECT_PIPELINE_ID.1"
+			}
+			Object.Base.output_pin_binding.2 {
+				output_pin_binding_name "host-copier.$MWW_WOV_PCM_ID.capture"
+			}
+		}
+	}
+]
+
+#
+# Wake-on-Voice raw capture drain
+#
+Object.Pipeline.host-gateway-capture [
+	{
+		index	$MWW_WOV_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name	"$MWW_WOV_PCM_NAME"
+			pcm_id		$MWW_WOV_PCM_ID
+			num_input_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels		2
+					in_rate			16000
+					in_bit_depth		32
+					in_valid_bit_depth	32
+				}
+			]
+			num_output_audio_formats 1
+			Object.Base.output_audio_format [
+				{
+					out_channels		2
+					out_rate		16000
+					out_bit_depth		32
+					out_valid_bit_depth	32
+				}
+			]
+		}
+	}
+]
+
+#
+# micsel -> MFCC -> MWW detection
+#
+Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
+	{
+		index	$MWW_DETECT_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name	"$MWW_DETECT_PCM_NAME"
+			pcm_id		$MWW_DETECT_PCM_ID
+		}
+
+		Object.Widget.micsel.1 {
+			Object.Control {
+				bytes."1" {
+					name "$MWW_DETECT_PCM_NAME Micsel bytes"
+					<include/components/micsel/downmix_stereo_to_doublemono.conf>
+				}
+			}
+		}
+
+		Object.Widget.mfcc.1 {
+			Object.Control {
+				bytes."1" {
+					name "$MWW_DETECT_PCM_NAME MFCC bytes"
+					IncludeByKey.MWW_PCAN {
+						"true"	"include/components/mfcc/mel40_10ms_pcan_compress.conf"
+						"false"	"include/components/mfcc/mel40_10ms_compress.conf"
+					}
+				}
+				# Naming the VAD switch is required: alsatplg skips
+				# unnamed controls, so an unnamed mixer never creates
+				# the SectionControlMixer node its channel needs.
+				mixer."1" {
+					name "$MWW_DETECT_PCM_NAME MFCC switch"
+				}
+			}
+		}
+
+		Object.Widget.mww.1 {
+			Object.Control {
+				bytes."1" {
+					name "$MWW_DETECT_PCM_NAME MWW bytes"
+					max 65536
+				}
+			}
+		}
+	}
+]
+
+#
+# Routes
+#
+Object.Base.route [
+	# Playback: host -> dai
+	{
+		source	"host-copier.$SSP0_PLAYBACK_PCM_ID.playback"
+		sink	"dai-copier.SSP.NoCodec-0.playback"
+	}
+	# Capture: dai -> SRC
+	{
+		source	"dai-copier.SSP.NoCodec-0.capture"
+		sink	"src.$MWW_KPB_PIPELINE_ID.1"
+	}
+	# KPB -> WoV host drain
+	{
+		source	"kpb.$MWW_KPB_PIPELINE_ID.1"
+		sink	"host-copier.$MWW_WOV_PCM_ID.capture"
+	}
+	# KPB -> detection branch
+	{
+		source	"kpb.$MWW_KPB_PIPELINE_ID.1"
+		sink	"micsel.$MWW_DETECT_PIPELINE_ID.1"
+	}
+]
+
+#
+# PCMs
+#
+Object.PCM.pcm [
+	{
+		name	"Port0"
+		id	$SSP0_PLAYBACK_PCM_ID
+		direction	"playback"
+
+		Object.Base.fe_dai.1 {
+			name	"Port0"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name	"SSP0 Playback"
+			formats	'S16_LE,S24_LE,S32_LE'
+			rates	'48000'
+			channels_min	1
+			channels_max	2
+		}
+	}
+	{
+		name	"$MWW_WOV_PCM_NAME"
+		id	$MWW_WOV_PCM_ID
+		direction	"capture"
+
+		Object.Base.fe_dai.1 {
+			name	"$MWW_WOV_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name	"$MWW_WOV_PCM_NAME"
+			formats	'S32_LE'
+			rates	'16000'
+			channels_min	2
+			channels_max	2
+		}
+	}
+	{
+		name	"$MWW_DETECT_PCM_NAME"
+		id	$MWW_DETECT_PCM_ID
+		direction	"capture"
+
+		Object.Base.fe_dai.1 {
+			name	"$MWW_DETECT_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name	"$MWW_DETECT_PCM_NAME"
+			formats	'S32_LE'
+			rates	'16000'
+			channels_min	2
+			channels_max	2
+		}
+	}
+]
diff --git a/tools/topology/topology2/development/tplg-targets.cmake b/tools/topology/topology2/development/tplg-targets.cmake
index dbcd543039b6..9fca338cf5ad 100644
--- a/tools/topology/topology2/development/tplg-targets.cmake
+++ b/tools/topology/topology2/development/tplg-targets.cmake
@@ -18,6 +18,10 @@ PREPROCESS_PLUGINS=nhlt,NHLT_BIN=nhlt-sof-tgl-nocodec.bin,\
 SSP1_PCM_CORE_ID=0,SSP2_PCM_CORE_ID=0,\
 SSP0_MIXER_2LEVEL=1,PLATFORM=tgl"
 
+# Lean SSP0 NoCodec topology for TGL microWakeWord (MWW/KPB) bring-up
+"cavs-nocodec-mww-kpb\;sof-tgl-nocodec-mww\;PREPROCESS_PLUGINS=nhlt,\
+NHLT_BIN=nhlt-sof-tgl-nocodec-mww.bin,PLATFORM=tgl"
+
 # multicore disabled due to SOF issue #8942
 "cavs-nocodec\;sof-adl-nocodec\;NUM_DMICS=4,PDM1_MIC_A_ENABLE=1,PDM1_MIC_B_ENABLE=1,\
 SSP1_PCM_CORE_ID=0,SSP2_PCM_CORE_ID=0,\

From 387dc8c0be140a39ac49c142484463a47d01cf2a Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 16 Sep 2026 20:05:25 +0300
Subject: [PATCH 31/35] platform: cavs25: enable PCAN and model loading from
 control for MWW

Enable CONFIG_COMP_MFCC_PCAN, CONFIG_COMP_MWW_PCAN, and
CONFIG_COMP_MWW_MODEL_FROM_CONTROL in the cAVS 2.5 board configuration.
This ensures the static firmware image includes PCAN normalization in
MFCC, microWakeWord consumes the resulting 8-bit normalized Mel features,
and the MWW model can be loaded from runtime bytes control.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 app/boards/intel_adsp_cavs25.conf | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/app/boards/intel_adsp_cavs25.conf b/app/boards/intel_adsp_cavs25.conf
index 550804f53584..8635ccf92eef 100644
--- a/app/boards/intel_adsp_cavs25.conf
+++ b/app/boards/intel_adsp_cavs25.conf
@@ -9,6 +9,7 @@ CONFIG_COMP_ARIA=y
 CONFIG_COMP_CROSSOVER=y
 CONFIG_COMP_DRC=y
 CONFIG_COMP_MFCC=y
+CONFIG_COMP_MFCC_PCAN=y
 CONFIG_COMP_MULTIBAND_DRC=y
 CONFIG_COMP_VOLUME_WINDOWS_FADE=y
 CONFIG_FORMAT_CONVERT_HIFI3=n
@@ -18,7 +19,9 @@ CONFIG_STD_CPP17=y
 # cavs2.5 has no LLEXT/module-manager support (see CONFIG_LIBRARY_MANAGER=n
 # below), so build mww in statically rather than as an LLEXT module.
 CONFIG_COMP_MWW=y
+CONFIG_COMP_MWW_PCAN=y
 CONFIG_COMP_MWW_DEBUG_TRACE=y
+CONFIG_COMP_MWW_MODEL_FROM_CONTROL=y
 CONFIG_STACK_SIZE_EDF=32768
 CONFIG_PCM_CONVERTER_FORMAT_S16LE=y
 CONFIG_PCM_CONVERTER_FORMAT_S24LE=y

From a2ebc613ce984cda9cacc1614b5eda66295b9a62 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Thu, 17 Sep 2026 18:30:21 +0300
Subject: [PATCH 32/35] tools: topology: mww: add PCAN benchmark topologies and
 tuning support

Add dedicated benchmark topology configurations for 40-bin 10 ms PCAN
normalized MFCC feature extraction across 16-bit, 24-bit, and 32-bit
container formats. This allows building benchmark topologies such as
sof-hda-benchmark-mfccmel40_10ms_pcan32.tplg directly via Ninja.

Update sof_mfcc_extract_features.sh with a --pcan flag to automatically
select the PCAN benchmark topology and process 64-byte hop records
(24-byte header + 40-byte int8 payload). Also update
sof_mww_train_pcan.py to emit static C-array headers, Topology2
configuration blobs, and sof-ctl text files upon training completion.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 tools/topology/topology2/cavs-benchmark-hda.conf    | 10 ++++++++++
 .../topology2/development/tplg-targets-bench.cmake  |  2 ++
 .../include/bench/mfcc_controls_capture.conf        |  1 +
 .../include/bench/mfcc_controls_playback.conf       |  1 +
 .../include/bench/mfccmel40_10ms_pcan_s16.conf      | 13 +++++++++++++
 .../include/bench/mfccmel40_10ms_pcan_s24.conf      | 13 +++++++++++++
 .../include/bench/mfccmel40_10ms_pcan_s32.conf      | 13 +++++++++++++
 7 files changed, 53 insertions(+)
 create mode 100644 tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s16.conf
 create mode 100644 tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s24.conf
 create mode 100644 tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s32.conf

diff --git a/tools/topology/topology2/cavs-benchmark-hda.conf b/tools/topology/topology2/cavs-benchmark-hda.conf
index 182ccb403a44..562ed7787750 100644
--- a/tools/topology/topology2/cavs-benchmark-hda.conf
+++ b/tools/topology/topology2/cavs-benchmark-hda.conf
@@ -855,6 +855,16 @@ IncludeByKey.BENCH_CONFIG {
 		<include/bench/mfccmel40_10ms_s32.conf>
 	}
 
+	"mfccmel40_10ms_pcan16" {
+		<include/bench/mfccmel40_10ms_pcan_s16.conf>
+	}
+	"mfccmel40_10ms_pcan24" {
+		<include/bench/mfccmel40_10ms_pcan_s24.conf>
+	}
+	"mfccmel40_10ms_pcan32" {
+		<include/bench/mfccmel40_10ms_pcan_s32.conf>
+	}
+
 	#
 	# Micsel component
 	#
diff --git a/tools/topology/topology2/development/tplg-targets-bench.cmake b/tools/topology/topology2/development/tplg-targets-bench.cmake
index 416448fd181e..67375b84daa5 100644
--- a/tools/topology/topology2/development/tplg-targets-bench.cmake
+++ b/tools/topology/topology2/development/tplg-targets-bench.cmake
@@ -21,6 +21,7 @@ set(components
 	"mfcc"
 	"mfccmel"
 	"mfccmel40_10ms"
+	"mfccmel40_10ms_pcan"
 	"micsel"
 	"phase_vocoder"
 	"rtnr"
@@ -50,6 +51,7 @@ set(component_parameters
 	"BENCH_MFCC_PARAMS=default"
 	"BENCH_MFCC_PARAMS=mel80"
 	"BENCH_MFCC_PARAMS=mel40_10ms"
+	"BENCH_MFCC_PARAMS=mel40_10ms_pcan"
 	"BENCH_MICSEL_PARAMS=passthrough"
 	"BENCH_PHASE_VOCODER_PARAMS=default"
 	"BENCH_RTNR_PARAMS=default"
diff --git a/tools/topology/topology2/include/bench/mfcc_controls_capture.conf b/tools/topology/topology2/include/bench/mfcc_controls_capture.conf
index a185cdec852f..af0fbad7d998 100644
--- a/tools/topology/topology2/include/bench/mfcc_controls_capture.conf
+++ b/tools/topology/topology2/include/bench/mfcc_controls_capture.conf
@@ -8,6 +8,7 @@
 						"default" "include/components/mfcc/default.conf"
 						"mel80" "include/components/mfcc/mel80.conf"
 						"mel40_10ms" "include/components/mfcc/mel40_10ms.conf"
+						"mel40_10ms_pcan" "include/components/mfcc/mel40_10ms_pcan_compress.conf"
 					}
 				}
 				mixer."1" {
diff --git a/tools/topology/topology2/include/bench/mfcc_controls_playback.conf b/tools/topology/topology2/include/bench/mfcc_controls_playback.conf
index 6d7ae6585663..841856193e27 100644
--- a/tools/topology/topology2/include/bench/mfcc_controls_playback.conf
+++ b/tools/topology/topology2/include/bench/mfcc_controls_playback.conf
@@ -8,6 +8,7 @@
 						"default" "include/components/mfcc/default.conf"
 						"mel80" "include/components/mfcc/mel80.conf"
 						"mel40_10ms" "include/components/mfcc/mel40_10ms.conf"
+						"mel40_10ms_pcan" "include/components/mfcc/mel40_10ms_pcan_compress.conf"
 					}
 				}
 				mixer."1" {
diff --git a/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s16.conf b/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s16.conf
new file mode 100644
index 000000000000..ec89bffb90a1
--- /dev/null
+++ b/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s16.conf
@@ -0,0 +1,13 @@
+		# Created with script "./bench_comp_generate.sh mfcc"
+		Object.Widget.mfcc.1 {
+			index $BENCH_PLAYBACK_HOST_PIPELINE
+			<include/bench/one_input_output_format_s16_16k.conf>
+			<include/bench/mfcc_controls_playback.conf>
+		}
+		Object.Widget.mfcc.2 {
+			index $BENCH_CAPTURE_HOST_PIPELINE
+			<include/bench/one_input_output_format_s16_16k.conf>
+			<include/bench/mfcc_controls_capture.conf>
+		}
+		<include/bench/host_gateway_pipelines_s16_16k.conf>
+		<include/bench/mfcc_route.conf>
diff --git a/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s24.conf b/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s24.conf
new file mode 100644
index 000000000000..73571fabe5f2
--- /dev/null
+++ b/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s24.conf
@@ -0,0 +1,13 @@
+		# Created with script "./bench_comp_generate.sh mfcc"
+		Object.Widget.mfcc.1 {
+			index $BENCH_PLAYBACK_HOST_PIPELINE
+			<include/bench/one_input_output_format_s24_16k.conf>
+			<include/bench/mfcc_controls_playback.conf>
+		}
+		Object.Widget.mfcc.2 {
+			index $BENCH_CAPTURE_HOST_PIPELINE
+			<include/bench/one_input_output_format_s24_16k.conf>
+			<include/bench/mfcc_controls_capture.conf>
+		}
+		<include/bench/host_gateway_pipelines_s24_16k.conf>
+		<include/bench/mfcc_route.conf>
diff --git a/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s32.conf b/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s32.conf
new file mode 100644
index 000000000000..75c01eaf4a43
--- /dev/null
+++ b/tools/topology/topology2/include/bench/mfccmel40_10ms_pcan_s32.conf
@@ -0,0 +1,13 @@
+		# Created with script "./bench_comp_generate.sh mfcc"
+		Object.Widget.mfcc.1 {
+			index $BENCH_PLAYBACK_HOST_PIPELINE
+			<include/bench/one_input_output_format_s32_16k.conf>
+			<include/bench/mfcc_controls_playback.conf>
+		}
+		Object.Widget.mfcc.2 {
+			index $BENCH_CAPTURE_HOST_PIPELINE
+			<include/bench/one_input_output_format_s32_16k.conf>
+			<include/bench/mfcc_controls_capture.conf>
+		}
+		<include/bench/host_gateway_pipelines_s32_16k.conf>
+		<include/bench/mfcc_route.conf>

From a1f2b73098af058ffbc81660a4e1b38eed3181cd Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Fri, 18 Sep 2026 19:14:10 +0300
Subject: [PATCH 33/35] tools: topology2: add PTL laptop MWW PCAN topology
 target

Add sof-ptl-rt713-l3-rt1320-l12-mww-pcan-kpb topology target to development
targets for SoundWire microWakeWord and KPB Wake-on-Voice bring-up on Panther
Lake laptops using 8-bit PCAN feature extraction.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 tools/topology/topology2/development/tplg-targets.cmake | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/tools/topology/topology2/development/tplg-targets.cmake b/tools/topology/topology2/development/tplg-targets.cmake
index 9fca338cf5ad..d34d3cfd60c3 100644
--- a/tools/topology/topology2/development/tplg-targets.cmake
+++ b/tools/topology/topology2/development/tplg-targets.cmake
@@ -521,6 +521,12 @@ MFCC_FRAME_BYTES=76,MFCC_BLOB=ceps"
 "cavs-sdw\;sof-mtl-rt713-l0-rt1316-l12-mww-kpb\;PLATFORM=mtl,NUM_SDW_AMP_LINKS=2,\
 HDMI1_ID=4,HDMI2_ID=5,HDMI3_ID=6,SDW_JACK_MWW_KPB_CAPTURE=true"
 
+# Soundwire topologies with microWakeWord (MWW)/KPB Wake-on-Voice on DMIC (PCAN 8-bit mode)
+"cavs-sdw\;sof-ptl-rt713-l3-rt1320-l12-mww-pcan-kpb\;PLATFORM=ptl,SDW_DMIC=1,NUM_SDW_AMP_LINKS=2,\
+SDW_AMP_FEEDBACK=false,SDW_SPK_STREAM=Playback-SmartAmp,SDW_DMIC_STREAM=Capture-SmartMic,\
+SDW_JACK_OUT_STREAM=Playback-SimpleJack,SDW_JACK_IN_STREAM=Capture-SimpleJack,\
+SDW_DMIC_MWW_KPB_CAPTURE=true,MWW_PCAN=true"
+
 "cavs-sdw\;sof-arl-cs42l43-l0-cs35l56-l23-mww-kpb\;PLATFORM=mtl,NUM_SDW_AMP_LINKS=2,SDW_DMIC=1,\
 SDW_AMP_FEEDBACK=false,SDW_SPK_STREAM=Playback-SmartAmp,SDW_DMIC_STREAM=Capture-SmartMic,\
 SDW_JACK_OUT_STREAM=Playback-SimpleJack,SDW_JACK_IN_STREAM=Capture-SimpleJack,\

From e692f5d475821b5f8fa1ce3e9c0028ecb78fb6a7 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 18:08:23 +0300
Subject: [PATCH 34/35] boards: intel_adsp_ace30_ptl: build MWW and PCAN
 pipeline statically

Switch the PTL board configuration to a cavs25-style static build of
the microWakeWord capture pipeline. LLEXT, the library manager, and
userspace are disabled, and all modules required by the wake-on-voice
pipeline (MWW, MFCC, KPB, IIR, SRC, and standard hda components) are
compiled into the base firmware image.

Enable CONFIG_COMP_MFCC_PCAN and CONFIG_COMP_MWW_PCAN by default so
the pipeline consumes 8-bit PCAN-normalized Mel features, and configure
MWW to use the built-in model data embedded in the firmware image.
Increase CONFIG_IDC_TIMEOUT_US to 100 ms for cross-core DP scheduling.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 app/boards/intel_adsp_ace30_ptl.conf | 78 ++++++++++++----------------
 1 file changed, 34 insertions(+), 44 deletions(-)

diff --git a/app/boards/intel_adsp_ace30_ptl.conf b/app/boards/intel_adsp_ace30_ptl.conf
index ecb67d52ef77..cbe37aa3ff36 100644
--- a/app/boards/intel_adsp_ace30_ptl.conf
+++ b/app/boards/intel_adsp_ace30_ptl.conf
@@ -5,34 +5,52 @@ CONFIG_RIMAGE_SIGNING_SCHEMA="ptl"
 CONFIG_IPC_MAJOR_4=y
 
 # SOF / audio pipeline and module settings
-CONFIG_COMP_TESTER=m
+# cavs25-style static build for PTL: no LLEXT / library-manager /
+# userspace. mww and everything the mww capture pipeline uses is built
+# statically into the base FW image.
+CONFIG_COMP_TESTER=n
 CONFIG_COMP_SRC_IPC4_FULL_MATRIX=y
 CONFIG_FORMAT_CONVERT_HIFI3=n
-
-# SOF / audio modules / mocks
-# This mock is part of official sof-bin releases because the CI that
-# tests it can't use extra CONFIGs. See #9410, #8722 and #9386
-CONFIG_COMP_GOOGLE_RTC_AUDIO_PROCESSING=m
-CONFIG_GOOGLE_RTC_AUDIO_PROCESSING_MOCK=y
-CONFIG_COMP_STFT_PROCESS=y
+CONFIG_COMP_GOOGLE_RTC_AUDIO_PROCESSING=n
+CONFIG_COMP_STFT_PROCESS=n
 CONFIG_SOF_STAGING=y
 CONFIG_COMP_KPB=y
 CONFIG_CPP=y
 CONFIG_STD_CPP17=y
-# tflmcly (stock keyword model) is not yet GNU-toolchain-clean on aphid
-# (undefined sof_ut_log/__assert_no_args/abs); not required by mww, which
-# builds its own independent TFLM lib copy. Disabled here to unblock the
-# aphid mww LLEXT build.
+# tflmcly (stock keyword model) is not GNU-toolchain-clean on aphid;
+# mww builds its own independent TFLM lib copy.
 CONFIG_COMP_TENSORFLOW=n
 CONFIG_COMP_MFCC=y
-CONFIG_COMP_MWW=m
+CONFIG_COMP_MFCC_PCAN=y
+CONFIG_COMP_MFCC_DEBUG_TRACE=y
+CONFIG_COMP_MWW=y
+CONFIG_COMP_MWW_PCAN=y
+CONFIG_COMP_MWW_DEBUG_TRACE=y
+CONFIG_COMP_MWW_MODEL_FROM_CONTROL=n
 CONFIG_AMS=y
 CONFIG_STACK_SIZE_EDF=32768
 CONFIG_COMP_VOLUME=y
 CONFIG_COMP_GAIN=y
+CONFIG_COMP_IIR=y
+CONFIG_COMP_SRC=y
+CONFIG_MATH_IIR=y
+# Standard hda-generic components, built statically (cavs25 parity).
+CONFIG_COMP_ARIA=y
+CONFIG_COMP_CROSSOVER=y
+CONFIG_COMP_DRC=y
+CONFIG_COMP_MULTIBAND_DRC=y
+CONFIG_COMP_VOLUME_WINDOWS_FADE=y
+CONFIG_PCM_CONVERTER_FORMAT_S16LE=y
+CONFIG_PCM_CONVERTER_FORMAT_S24LE=y
+CONFIG_PCM_CONVERTER_FORMAT_S32LE=y
+CONFIG_PCM_CONVERTER_FORMAT_S24_3LE=y
 
 # SOF / infrastructure
 CONFIG_KCPS_DYNAMIC_CLOCK_CONTROL=n
+# Match cavs25 static-mww build: 15 ms default IDC timeout is too tight
+# for CREATE_PIPELINE forwarded to a secondary core while the DP scheduler
+# and TFLM tensor-arena setup are in flight.
+CONFIG_IDC_TIMEOUT_US=100000
 CONFIG_PROBE=y
 CONFIG_PROBE_DMA_MAX=2
 CONFIG_SOF_TELEMETRY=y
@@ -40,13 +58,9 @@ CONFIG_SOF_TELEMETRY_IO_PERFORMANCE_MEASUREMENTS=y
 CONFIG_SOF_TELEMETRY_PERFORMANCE_MEASUREMENTS=y
 CONFIG_COLD_STORE_EXECUTE_DRAM=y
 
-# SOF / loadable modules
+# SOF / loadable modules -- disabled for cavs25-style static build.
 CONFIG_INTEL_MODULES=y
-CONFIG_LIBRARY_AUTH_SUPPORT=y
-CONFIG_LIBRARY_MANAGER=y
-CONFIG_LIBRARY_BASE_ADDRESS=0xa0700000
-CONFIG_LIBRARY_BUILD_LIB=y
-CONFIG_LIBRARY_DEFAULT_MODULAR=y
+CONFIG_LIBRARY_MANAGER=n
 
 # SOF / logging
 CONFIG_SOF_LOG_LEVEL_INF=y
@@ -60,18 +74,6 @@ CONFIG_DEBUG_COREDUMP_MEMORY_DUMP_MIN=y
 CONFIG_COUNTER=y
 CONFIG_HEAP_MEM_POOL_SIZE=32768
 CONFIG_COMMON_LIBC_MALLOC_ARENA_SIZE=32768
-CONFIG_LLEXT=y
-CONFIG_LLEXT_STORAGE_WRITABLE=y
-CONFIG_LLEXT_EXPERIMENTAL=y
-CONFIG_LLEXT_EDK=n
-
-# Default LLEXT metadata heap (CONFIG_LLEXT_HEAP_SIZE, 8 KB) is sized for
-# small extensions with few STB_GLOBAL-only exported symbols. mww.llext
-# links in TFLM, whose template-instantiated vtables/typeinfo are emitted
-# STB_WEAK -- now included in ext->sym_tab after the llext_load.c fix -- and
-# blows past 8 KB (Failed to allocate extension symbol table, ret -12).
-CONFIG_LLEXT_HEAP_SIZE=256
-CONFIG_MODULES=y
 
 # Zephyr / device drivers
 CONFIG_DAI_INIT_PRIORITY=70
@@ -96,18 +98,6 @@ CONFIG_LOG_BACKEND_ADSP=n
 CONFIG_LOG_FLUSH_SLEEP_US=5000
 CONFIG_WINSTREAM_CONSOLE=n
 
-# Userspace options
-CONFIG_USERSPACE=y
-CONFIG_DYNAMIC_THREAD=y
-CONFIG_DYNAMIC_THREAD_ALLOC=y
-CONFIG_DYNAMIC_THREAD_PREFER_ALLOC=y
-CONFIG_SOF_STACK_SIZE=8192
-CONFIG_SOF_USERSPACE_PROXY=y
-CONFIG_MAX_THREAD_BYTES=3
-
-CONFIG_MAX_DOMAIN_PARTITIONS=32
-
-# Debug: get faulting virtual address for openmodules-load panic
-# CONFIG_XTENSA_ADSP_FATAL_BREADCRUMB_DATA_VADDR=y
+# Diagnostics (kept from LLEXT-era conf while validating static build).
 CONFIG_SYS_HEAP_RUNTIME_STATS=y
 CONFIG_SOF_ZEPHYR_HEAP_SIZE=0x80000

From e1b3bf63d93ba4f7f58808982c137baea055b671 Mon Sep 17 00:00:00 2001
From: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
Date: Wed, 23 Sep 2026 17:41:48 +0300
Subject: [PATCH 35/35] tools: topology2: add DMIC MWW KPB topology for ADL
 max98357a-rt5682

Add microWakeWord (MWW) and Keyphrase Buffer (KPB) wake-on-voice
support to the Alder Lake cavs-rt5682 board topology. The 16 kHz
4-channel DMIC1 DAI copier is downmixed to mono via micsel using equal
0.25 coefficients, filtered through a 100 Hz highpass IIR filter, and
fed into KPB with dual sinks.

Downmixing to mono immediately after the DAI copier reduces IIR
compute requirements by 75% and saves 192 KB of DSP SRAM per second of
history buffer. KPB provides dual sinks feeding the host Wake-on-Voice
drain (PCM 102) and the MWW detection pipeline (PCM 103) running 8-bit
PCAN MFCC feature extraction.

Signed-off-by: Seppo Ingalsuo <seppo.ingalsuo@linux.intel.com>
---
 src/audio/selector/tune/sof_selector_blobs.m  |   7 +
 tools/topology/topology2/cavs-rt5682.conf     |   7 +
 .../topology2/development/tplg-targets.cmake  |   6 +
 .../include/common/common_definitions.conf    |   1 +
 .../components/mfcc/mel40_10ms_compress.conf  |  16 +-
 .../mfcc/mel40_10ms_pcan_compress.conf        |  19 +-
 .../micsel/downmix_4ch_to_mono.conf           |  26 +++
 .../cavs/dai-copier-micsel-eqiir-kpb-be.conf  | 191 ++++++++++++++++
 .../host-gateway-micsel-mfcc-mww-capture.conf |  11 +-
 .../platform/intel/dmic-mww-kpb.conf          | 204 ++++++++++++++++++
 10 files changed, 469 insertions(+), 19 deletions(-)
 create mode 100644 tools/topology/topology2/include/components/micsel/downmix_4ch_to_mono.conf
 create mode 100644 tools/topology/topology2/include/pipelines/cavs/dai-copier-micsel-eqiir-kpb-be.conf
 create mode 100644 tools/topology/topology2/platform/intel/dmic-mww-kpb.conf

diff --git a/src/audio/selector/tune/sof_selector_blobs.m b/src/audio/selector/tune/sof_selector_blobs.m
index b2f70069ee0b..f7bf593ff143 100644
--- a/src/audio/selector/tune/sof_selector_blobs.m
+++ b/src/audio/selector/tune/sof_selector_blobs.m
@@ -72,6 +72,13 @@ function sof_selector_blobs()
 	sel.coeffs(1, lfe) = 10^(+10/20);
 	sixch_to_mono_pack8 = write_blob(sel, "downmix_51_to_mono_with_lfe");
 
+	% 4 channel to mono downmix
+	sel.ch_count = [4 1];
+	sel.ch_config = [IPC4_CHANNEL_CONFIG_QUATRO IPC4_CHANNEL_CONFIG_MONO];
+	sel.coeffs = zeros(8,8);
+	sel.coeffs(1, 1:4) = 0.25;
+	fourch_to_mono_pack8 = write_blob(sel, "downmix_4ch_to_mono");
+
 	% 7.1 to 5.1 downmix
 	sel.ch_count = [8 6];
 	sel.ch_config = [IPC4_CHANNEL_CONFIG_7_POINT_1 IPC4_CHANNEL_CONFIG_5_POINT_1];
diff --git a/tools/topology/topology2/cavs-rt5682.conf b/tools/topology/topology2/cavs-rt5682.conf
index 99ccfbfbef56..65aa4e62fa3f 100644
--- a/tools/topology/topology2/cavs-rt5682.conf
+++ b/tools/topology/topology2/cavs-rt5682.conf
@@ -25,6 +25,8 @@
 <deepbuffer-playback.conf>
 <dai-copier-be.conf>
 <dai-copier-gain-eqiir-module-copier-capture.conf>
+<dai-copier-micsel-eqiir-kpb-be.conf>
+<host-gateway-micsel-mfcc-mww-capture.conf>
 <gain-capture.conf>
 <gain-module-copier.conf>
 <google-rtc-aec-capture.conf>
@@ -167,6 +169,11 @@ IncludeByKey.INCLUDE_BT_OFFLOAD {
 	"true"	"platform/intel/bt-generic.conf"
 }
 
+# include DMIC microWakeWord (MWW)/KPB Wake-on-Voice branch if requested
+IncludeByKey.DMIC_MWW_KPB_CAPTURE {
+	"true"	"platform/intel/dmic-mww-kpb.conf"
+}
+
 IncludeByKey.PLAYBACK_PIPELINE_SRC {
 	"volume" "cavs-mixin-mixout-ssp.conf"
 	"dts"    "cavs-mixin-mixout-eqiir-dts-ssp.conf"
diff --git a/tools/topology/topology2/development/tplg-targets.cmake b/tools/topology/topology2/development/tplg-targets.cmake
index d34d3cfd60c3..1515afcbad41 100644
--- a/tools/topology/topology2/development/tplg-targets.cmake
+++ b/tools/topology/topology2/development/tplg-targets.cmake
@@ -411,6 +411,12 @@ PDM1_MIC_B_ENABLE=1,DMIC0_PCM_ID=99,PREPROCESS_PLUGINS=nhlt,NUM_HDMIS=4,\
 NHLT_BIN=nhlt-sof-adl-max98357a-rt5682.bin,SPK_ID=7,DEEPBUFFER_FW_DMA_MS=10,INCLUDE_ECHO_REF=true,\
 INCLUDE_BT_OFFLOAD=false,DEEP_BUF_SPK=true,SPEAKER_CODEC_NAME=SSP2-Codec,SPEAKER_SSP_DAI_INDEX=2"
 
+"cavs-rt5682\;sof-adl-max98357a-rt5682-mww-kpb\;PLATFORM=adl,NUM_DMICS=4,PDM1_MIC_A_ENABLE=1,\
+PDM1_MIC_B_ENABLE=1,DMIC0_PCM_ID=99,PREPROCESS_PLUGINS=nhlt,NUM_HDMIS=4,\
+NHLT_BIN=nhlt-sof-adl-max98357a-rt5682.bin,SPK_ID=7,DEEPBUFFER_FW_DMA_MS=10,INCLUDE_ECHO_REF=true,\
+INCLUDE_BT_OFFLOAD=false,DEEP_BUF_SPK=true,SPEAKER_CODEC_NAME=SSP2-Codec,SPEAKER_SSP_DAI_INDEX=2,\
+DMIC_MWW_KPB_CAPTURE=true,MWW_PCAN=true"
+
 # RT721 eval board with PCH-DMIC, sof_sdw_quirk_table with SOC_SDW_PCH_DMIC
 # Enable FLOAT_LE and U8 PCM formats
 "cavs-sdw\;sof-ptl-rt721-4ch-allfmt\;PLATFORM=ptl,SDW_DMIC=1,NUM_SDW_AMP_LINKS=1,NUM_DMICS=4,\
diff --git a/tools/topology/topology2/include/common/common_definitions.conf b/tools/topology/topology2/include/common/common_definitions.conf
index a6e17bd7aa61..58b8f485400d 100644
--- a/tools/topology/topology2/include/common/common_definitions.conf
+++ b/tools/topology/topology2/include/common/common_definitions.conf
@@ -78,5 +78,6 @@ Define {
 	SDW_DMIC_COMPR_AUDIO_FEATURE_CAPTURE	false # No compress audio features capture for microphone
 	SDW_DMIC_MWW_KPB_CAPTURE		false # No MWW/KPB Wake-on-Voice branch on microphone
 	HDA_MIC_MWW_KPB_CAPTURE			false # No MWW/KPB Wake-on-Voice branch on HDA analog capture
+	DMIC_MWW_KPB_CAPTURE			false # No MWW/KPB Wake-on-Voice branch on PCH DMIC
 	MWW_PCAN				false # Use 8-bit PCAN features for microWakeWord
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
index ac71f00605fb..f01a1442475f 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_compress.conf
@@ -1,4 +1,4 @@
-# Exported MFCC configuration 14-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
 Object.Base.data."mfcc_config" {
 	bytes "
@@ -7,18 +7,18 @@ Object.Base.data."mfcc_config" {
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x01,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x28,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
 		0x00,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf b/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
index fb96decabc81..dcbf5ea5164c 100644
--- a/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
+++ b/tools/topology/topology2/include/components/mfcc/mel40_10ms_pcan_compress.conf
@@ -1,25 +1,24 @@
-# Exported MFCC configuration 14-Sep-2026
+# Exported MFCC configuration 16-Sep-2026
 # cd src/audio/mfcc/tune; octave setup_mfcc.m
-# 40 mel bins, 10 ms hop, compress output, PCAN enabled (8-bit output).
 Object.Base.data."mfcc_config" {
 	bytes "
 		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
 		0x74,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x74,0x00,0x00,0x00,0x00,0x02,0x00,0x04,
+		0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x10,
+		0x00,0x00,0xa4,0x00,0x00,0x00,0x00,0x00,
+		0x33,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x80,0x3e,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 		0xe0,0x01,0xa0,0x00,0x4c,0x1d,0x7d,0x00,
-		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x04,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
-		0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x01,
+		0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x9a,0x79,
+		0x00,0x28,0x15,0x00,0x00,0x00,0x01,0x01,
+		0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x01,
 		0x01,0x00,0x00,0x00"
 }
diff --git a/tools/topology/topology2/include/components/micsel/downmix_4ch_to_mono.conf b/tools/topology/topology2/include/components/micsel/downmix_4ch_to_mono.conf
new file mode 100644
index 000000000000..27e7a8cc9064
--- /dev/null
+++ b/tools/topology/topology2/include/components/micsel/downmix_4ch_to_mono.conf
@@ -0,0 +1,26 @@
+# Exported with script sof_selector_blobs.m
+# cd src/audio/selector/tune; octave sof_selector_blobs.m
+Object.Base.data."selector_config" {
+	bytes "
+		0x53,0x4f,0x46,0x34,0x00,0x00,0x00,0x00,
+		0x84,0x00,0x00,0x00,0x01,0xd0,0x01,0x03,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x01,
+		0x00,0x01,0x00,0x01,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+		0x00,0x00,0x00,0x00"
+}
diff --git a/tools/topology/topology2/include/pipelines/cavs/dai-copier-micsel-eqiir-kpb-be.conf b/tools/topology/topology2/include/pipelines/cavs/dai-copier-micsel-eqiir-kpb-be.conf
new file mode 100644
index 000000000000..7d43610b6270
--- /dev/null
+++ b/tools/topology/topology2/include/pipelines/cavs/dai-copier-micsel-eqiir-kpb-be.conf
@@ -0,0 +1,191 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# BE capture pipeline: dai-copier-micsel-eqiir-kpb-be
+#
+# Taps a multi-channel DAI capture stream (e.g. 4-channel 16 kHz DMIC),
+# downmixes to mono via micsel, filters via eqiir highpass filter, and
+# buffers in KPB with dual sinks for Wake-on-Voice and keyword detection.
+#
+# All attributes defined herein are namespaced by alsatplg to
+# "Object.Pipeline.dai-copier-micsel-eqiir-kpb-be.N.attribute_name"
+#
+# Usage:
+#
+# Object.Pipeline.dai-copier-micsel-eqiir-kpb-be."N" {
+# 	period		1000
+# 	time_domain	"timer"
+# }
+#
+
+<include/common/input_audio_format.conf>
+<include/common/output_audio_format.conf>
+<include/components/dai-copier.conf>
+<include/components/micsel.conf>
+<include/components/eqiir.conf>
+<include/components/kpb.conf>
+<include/components/pipeline.conf>
+<include/controls/bytes.conf>
+
+Class.Pipeline."dai-copier-micsel-eqiir-kpb-be" {
+
+	<include/pipelines/pipeline-common.conf>
+
+	attributes {
+		!constructor [
+			"index"
+		]
+
+		!immutable [
+			"direction"
+		]
+
+		#
+		# dai-copier-micsel-eqiir-kpb-be objects instantiated
+		# within the same alsaconf node must have unique pipeline_id
+		# attribute
+		#
+		unique	"instance"
+	}
+
+	Object.Widget {
+		dai-copier."1" {
+			type dai_out
+			dai_type "DMIC"
+			copier_type "DMIC"
+			node_type $DMIC_LINK_INPUT_CLASS
+			stream_name $DMIC1_NAME
+			num_input_audio_formats 3
+			num_output_audio_formats 1
+			num_output_pins 1
+
+			Object.Base.input_audio_format [
+				{
+					in_rate			16000
+					in_channels		4
+					in_bit_depth		16
+					in_valid_bit_depth	16
+					in_ch_cfg		$CHANNEL_CONFIG_3_POINT_1
+					in_ch_map		$CHANNEL_MAP_3_POINT_1
+				}
+				{
+					in_rate			16000
+					in_channels		4
+					in_bit_depth		32
+					in_valid_bit_depth	24
+					in_sample_type		$SAMPLE_TYPE_MSB_INTEGER
+					in_ch_cfg		$CHANNEL_CONFIG_3_POINT_1
+					in_ch_map		$CHANNEL_MAP_3_POINT_1
+				}
+				{
+					in_rate			16000
+					in_channels		4
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_ch_cfg		$CHANNEL_CONFIG_3_POINT_1
+					in_ch_map		$CHANNEL_MAP_3_POINT_1
+				}
+			]
+
+			Object.Base.output_audio_format [
+				{
+					out_rate		16000
+					out_channels		4
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_ch_cfg		$CHANNEL_CONFIG_3_POINT_1
+					out_ch_map		$CHANNEL_MAP_3_POINT_1
+				}
+			]
+		}
+
+		micsel."1" {
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+
+			Object.Base.input_audio_format [
+				{
+					in_rate			16000
+					in_channels		4
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_ch_cfg		$CHANNEL_CONFIG_3_POINT_1
+					in_ch_map		$CHANNEL_MAP_3_POINT_1
+				}
+			]
+
+			Object.Base.output_audio_format [
+				{
+					out_rate		16000
+					out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_ch_cfg		$CHANNEL_CONFIG_MONO
+					out_ch_map		$CHANNEL_MAP_MONO
+				}
+			]
+		}
+
+		eqiir."1" {
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+
+			Object.Base.input_audio_format [
+				{
+					in_rate			16000
+					in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_ch_cfg		$CHANNEL_CONFIG_MONO
+					in_ch_map		$CHANNEL_MAP_MONO
+				}
+			]
+
+			Object.Base.output_audio_format [
+				{
+					out_rate		16000
+					out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_ch_cfg		$CHANNEL_CONFIG_MONO
+					out_ch_map		$CHANNEL_MAP_MONO
+				}
+			]
+		}
+
+		kpb."1" {
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+
+			Object.Base.input_audio_format [
+				{
+					in_rate			16000
+					in_channels		1
+					in_bit_depth		32
+					in_valid_bit_depth	32
+					in_ch_cfg		$CHANNEL_CONFIG_MONO
+					in_ch_map		$CHANNEL_MAP_MONO
+				}
+			]
+
+			Object.Base.output_audio_format [
+				{
+					out_rate		16000
+					out_channels		1
+					out_bit_depth		32
+					out_valid_bit_depth	32
+					out_ch_cfg		$CHANNEL_CONFIG_MONO
+					out_ch_map		$CHANNEL_MAP_MONO
+				}
+			]
+		}
+
+		pipeline."1" {
+			priority	0
+			lp_mode		0
+		}
+	}
+
+	direction	"capture"
+	time_domain	"timer"
+	dynamic_pipeline 1
+}
diff --git a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
index 3c60c63bbda4..0ec2a81c83c3 100644
--- a/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
+++ b/tools/topology/topology2/include/pipelines/cavs/host-gateway-micsel-mfcc-mww-capture.conf
@@ -86,7 +86,7 @@ Class.Pipeline."host-gateway-micsel-mfcc-mww-capture" {
 
 		micsel."1" {
 			core_id		$MWW_DETECT_CORE_ID
-			num_input_audio_formats 1
+			num_input_audio_formats 2
 			num_output_audio_formats 1
 			Object.Base.input_audio_format [
 				{
@@ -96,6 +96,15 @@ Class.Pipeline."host-gateway-micsel-mfcc-mww-capture" {
 					in_rate 		16000
 					ibs 			$MICSEL_INPUT_BYTES
 				}
+				{
+					in_channels 		1
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_rate 		16000
+					in_ch_cfg 		$CHANNEL_CONFIG_MONO
+					in_ch_map 		$CHANNEL_MAP_MONO
+					ibs 			"$[($MICSEL_INPUT_BYTES / 2)]"
+				}
 			]
 			Object.Base.output_audio_format [
 				{
diff --git a/tools/topology/topology2/platform/intel/dmic-mww-kpb.conf b/tools/topology/topology2/platform/intel/dmic-mww-kpb.conf
new file mode 100644
index 000000000000..d700b16643e7
--- /dev/null
+++ b/tools/topology/topology2/platform/intel/dmic-mww-kpb.conf
@@ -0,0 +1,204 @@
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# PCH DMIC microWakeWord (MWW)/KPB Wake-on-Voice capture branch.
+#
+# Layered on top of cavs-rt5682.conf via IncludeByKey.DMIC_MWW_KPB_CAPTURE.
+# Taps DMIC1 (16 kHz 4-channel DAI) into:
+#
+#   dai-copier (16 kHz 4ch)
+#     -> micsel (4ch -> 1ch mono with 0.25 coefficients)
+#     -> eqiir (1ch 16 kHz highpass)
+#     -> KPB (16 kHz mono, dual sinks)
+#          pin 0 -> micsel (1ch -> 2ch dual-mono) -> MFCC (PCAN 40 mel 10ms compress)
+#                   -> MWW keyword spotter -> host-copier: "DMIC MWW Detect" PCM
+#          pin 1 -> host-copier: "DMIC16k" PCM (DMIC1 PCM 11, 1ch mono)
+#
+# KPB output_pin_binding names match kernel widget names (see
+# sof_ipc4_get_queue_id): host-copier.<pcm_id>.<direction> and
+# <widget>.<index>.<queue>.
+
+Define {
+	DMIC_MWW_WOV_PIPELINE_ID	102
+	DMIC_MWW_WOV_PCM_ID		102
+	DMIC_MWW_WOV_PCM_NAME		"DMIC WoV Capture"
+	DMIC_MWW_WOV_STREAM_NAME	"DMIC WoV Capture Stream"
+	DMIC_MWW_DETECT_PIPELINE_ID	103
+	DMIC_MWW_DETECT_PCM_ID		103
+	DMIC_MWW_DETECT_PCM_NAME	"DMIC MWW Detect"
+	DMIC_MWW_DETECT_STREAM_NAME	"DMIC MWW Detect Stream"
+}
+
+Object.Pipeline.dai-copier-micsel-eqiir-kpb-be [
+	{
+		index $DMIC1_DAI_PIPELINE_ID
+
+		Object.Widget.dai-copier.1 {
+			dai_index 1
+			stream_name $DMIC1_NAME
+		}
+
+		Object.Widget.micsel.1 {
+			Object.Control {
+				bytes."1" {
+					name "$DMIC_MWW_WOV_PCM_NAME Micsel bytes"
+					<include/components/micsel/downmix_4ch_to_mono.conf>
+				}
+			}
+		}
+
+		Object.Widget.eqiir.1 {
+			Object.Control {
+				bytes."1" {
+					name "$DMIC_MWW_WOV_PCM_NAME Capture IIR Eq"
+					<include/components/eqiir/highpass_100hz_20db_16khz.conf>
+				}
+			}
+		}
+
+		Object.Widget.kpb.1 {
+			Object.Base.output_pin_binding.1 {
+				output_pin_binding_name "micsel.$DMIC_MWW_DETECT_PIPELINE_ID.1"
+			}
+			Object.Base.output_pin_binding.2 {
+				output_pin_binding_name "host-copier.$DMIC_MWW_WOV_PCM_ID.capture"
+			}
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-capture [
+	{
+		index $DMIC_MWW_WOV_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "$DMIC_MWW_WOV_STREAM_NAME"
+			pcm_id $DMIC_MWW_WOV_PCM_ID
+			num_input_audio_formats 1
+			num_output_audio_formats 1
+			Object.Base.input_audio_format [
+				{
+					in_channels 		1
+					in_rate 		16000
+					in_bit_depth 		32
+					in_valid_bit_depth 	32
+					in_ch_cfg 		$CHANNEL_CONFIG_MONO
+					in_ch_map 		$CHANNEL_MAP_MONO
+				}
+			]
+			Object.Base.output_audio_format [
+				{
+					out_channels 		1
+					out_rate 		16000
+					out_bit_depth 		32
+					out_valid_bit_depth 	32
+					out_ch_cfg 		$CHANNEL_CONFIG_MONO
+					out_ch_map 		$CHANNEL_MAP_MONO
+				}
+			]
+		}
+	}
+]
+
+Object.Pipeline.host-gateway-micsel-mfcc-mww-capture [
+	{
+		index $DMIC_MWW_DETECT_PIPELINE_ID
+
+		Object.Widget.host-copier.1 {
+			stream_name "$DMIC_MWW_DETECT_STREAM_NAME"
+			pcm_id $DMIC_MWW_DETECT_PCM_ID
+		}
+
+		Object.Widget.micsel.1 {
+			Object.Control {
+				bytes."1" {
+					name "$DMIC_MWW_DETECT_PCM_NAME Micsel bytes"
+					<include/components/micsel/upmix_mono_to_stereo.conf>
+				}
+			}
+		}
+
+		Object.Widget.mfcc.1 {
+			Object.Control {
+				bytes."1" {
+					name "$DMIC_MWW_DETECT_PCM_NAME MFCC bytes"
+					IncludeByKey.MWW_PCAN {
+						"true"	"include/components/mfcc/mel40_10ms_pcan_compress.conf"
+						"false"	"include/components/mfcc/mel40_10ms_compress.conf"
+					}
+				}
+				mixer."1" {
+					name "$DMIC_MWW_DETECT_PCM_NAME MFCC switch"
+				}
+			}
+		}
+
+		Object.Widget.mww.1 {
+			Object.Control {
+				bytes."1" {
+					name "$DMIC_MWW_DETECT_PCM_NAME MWW bytes"
+					max 65536
+				}
+			}
+		}
+	}
+]
+
+Object.Base.route [
+	{
+		source "dai-copier.DMIC.$DMIC1_NAME.capture"
+		sink "micsel.$DMIC1_DAI_PIPELINE_ID.1"
+	}
+	{
+		source "micsel.$DMIC1_DAI_PIPELINE_ID.1"
+		sink "eqiir.$DMIC1_DAI_PIPELINE_ID.1"
+	}
+	{
+		source "eqiir.$DMIC1_DAI_PIPELINE_ID.1"
+		sink "kpb.$DMIC1_DAI_PIPELINE_ID.1"
+	}
+	{
+		source "kpb.$DMIC1_DAI_PIPELINE_ID.1"
+		sink "host-copier.$DMIC_MWW_WOV_PCM_ID.capture"
+	}
+	{
+		source "kpb.$DMIC1_DAI_PIPELINE_ID.1"
+		sink "micsel.$DMIC_MWW_DETECT_PIPELINE_ID.1"
+	}
+]
+
+Object.PCM.pcm [
+	{
+		name "$DMIC_MWW_WOV_PCM_NAME"
+		id $DMIC_MWW_WOV_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "$DMIC_MWW_WOV_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "$DMIC_MWW_WOV_STREAM_NAME"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 1
+			channels_max 1
+		}
+	}
+	{
+		name "$DMIC_MWW_DETECT_PCM_NAME"
+		id $DMIC_MWW_DETECT_PCM_ID
+		direction "capture"
+
+		Object.Base.fe_dai.1 {
+			name "$DMIC_MWW_DETECT_PCM_NAME"
+		}
+
+		Object.PCM.pcm_caps.1 {
+			name "$DMIC_MWW_DETECT_STREAM_NAME"
+			formats 'S32_LE'
+			rates '16000'
+			channels_min 2
+			channels_max 2
+		}
+	}
+]