From eabd1304cce0e053cd32ec910d2f0ea429e8af14 Mon Sep 17 00:00:00 2001 From: soryu Date: Wed, 28 Jan 2026 02:54:17 +0000 Subject: Add Qwen3-TTS streaming endpoint for voice synthesis (#40) * Task completion checkpoint * Task completion checkpoint * Task completion checkpoint * Add Qwen3-TTS research document for live TTS replacement Research findings for replacing Chatterbox TTS with Qwen3-TTS-12Hz-0.6B-Base: - Current TTS: Chatterbox-Turbo-ONNX with batch-only generation, no streaming - Qwen3-TTS: 97ms end-to-end latency, streaming support, 3-second voice cloning - Voice cloning: Requires 3s reference audio + transcript (Makima voice planned) - Integration: Python service with WebSocket bridge (no ONNX export available) - Languages: 10 supported including English and Japanese Document includes: - Current architecture analysis (makima/src/tts.rs) - Qwen3-TTS capabilities and requirements - Feasibility assessment for live/streaming TTS - Audio clip requirements for voice cloning - Preliminary technical approach with architecture diagrams Co-Authored-By: Claude Opus 4.5 * [WIP] Heartbeat checkpoint - 2026-01-27 03:11:15 UTC * Add Qwen3-TTS research documentation Comprehensive research on replacing Chatterbox TTS with Qwen3-TTS-12Hz-0.6B-Base: - Current TTS implementation analysis (Chatterbox-Turbo-ONNX in makima/src/tts.rs) - Qwen3-TTS capabilities: 97ms streaming latency, voice cloning with 3s reference - Cross-lingual support: Japanese voice (Makima/Tomori Kusunoki) speaking English - Python microservice architecture recommendation (FastAPI + WebSocket) - Implementation phases and technical approach - Hardware requirements and dependencies Key findings: - Live/streaming TTS is highly feasible with 97ms latency - Voice cloning fully supported with 0.95 speaker similarity - Recommended: Python microservice with WebSocket streaming Co-Authored-By: Claude Opus 4.5 * Add comprehensive Qwen3-TTS integration specification This specification document defines the complete integration of Qwen3-TTS-12Hz-0.6B-Base as a replacement for the existing Chatterbox-Turbo TTS implementation. The document covers: ## Functional Requirements - WebSocket endpoint /api/v1/speak for streaming TTS - Voice cloning with default Makima voice (Japanese VA speaking English) - Support for custom voice references - Detailed client-to-server and server-to-client message protocols - Integration with Listen page for bidirectional speech ## Non-Functional Requirements - Latency targets: < 200ms first audio byte - Audio quality: 24kHz, mono, PCM16/PCM32f - Hardware requirements: CUDA GPU with 4-8GB VRAM - Scalability: 10 concurrent sessions per GPU ## Architecture Specification - Python TTS microservice with FastAPI/WebSocket - Rust proxy endpoint in makima server - Voice prompt caching mechanism (LRU cache) - Error handling and recovery strategies ## API Contract - Complete WebSocket message format definitions (TypeScript) - Error codes and responses (TTS_UNAVAILABLE, SYNTHESIS_ERROR, etc.) - Session state machine and lifecycle management ## Voice Asset Requirements - Makima voice clip specifications (5-10s WAV, transcript required) - Storage location: models/voices/makima/ - Metadata format for voice management ## Testing Strategy - Unit tests for Python TTS service and Rust proxy - Integration tests for WebSocket flow - Latency benchmarks with performance targets - Test data fixtures for various text lengths Co-Authored-By: Claude Opus 4.5 * Add Qwen3-TTS implementation plan Comprehensive implementation plan for replacing Chatterbox-TTS with Qwen3-TTS streaming TTS service, including: - Task breakdown with estimated hours for each phase - Phase 1: Python TTS microservice (FastAPI, WebSocket) - Phase 2: Rust proxy integration (speak.rs, tts_client.rs) - Detailed file changes and new module structure - Testing plan with unit, integration, and latency benchmarks - Risk assessment with mitigation strategies - Success criteria for each phase Based on specification in docs/specs/qwen3-tts-spec.md Co-Authored-By: Claude Opus 4.5 * Add author and research references to TTS implementation plan Add links to research documentation and author attribution. Co-Authored-By: Claude Opus 4.5 * [WIP] Heartbeat checkpoint - 2026-01-27 03:25:06 UTC * Add Python TTS service project structure (Phase 1.1-1.3) Create the initial makima-tts Python service directory structure with: - pyproject.toml with FastAPI, Qwen-TTS, and torch dependencies - config.py with pydantic-settings TTSConfig class - models.py with Pydantic message models (Start, Speak, Stop, Ready, etc.) This implements tasks P1.1, P1.2, and P1.3 from the Qwen3-TTS implementation plan. Co-Authored-By: Claude Opus 4.5 * Add TTS engine and voice manager for Qwen3-TTS (Phase 1.4-1.5) Implement core TTS functionality: - tts_engine.py: Qwen3-TTS wrapper with streaming audio chunk generation - voice_manager.py: Voice prompt caching with LRU eviction and TTL support Co-Authored-By: Claude Opus 4.5 * [WIP] Heartbeat checkpoint - 2026-01-27 03:30:06 UTC * Add TTS proxy client and message types (Phase 2.1, 2.2, 2.4) - Add tts_client.rs with TtsConfig, TtsCircuitBreaker, TtsError, TtsProxyClient, and TtsConnection structs for WebSocket proxying - Add TTS message types to messages.rs (TtsAudioEncoding, TtsPriority, TtsStartMessage, TtsSpeakMessage, TtsStopMessage, TtsClientMessage, TtsReadyMessage, TtsAudioChunkMessage, TtsCompleteMessage, TtsErrorMessage, TtsStoppedMessage, TtsServerMessage) - Export tts_client module from server mod.rs - tokio-tungstenite already present in Cargo.toml Co-Authored-By: Claude Opus 4.5 * Add TTS WebSocket handler and route (Phase 2.3, 2.5, 2.6) - Create speak.rs WebSocket handler that proxies to Python TTS service - Add TtsState fields (tts_client, tts_config) to AppState - Add with_tts() builder and is_tts_healthy() methods to AppState - Register /api/v1/speak route in the router - Add speak module export in handlers/mod.rs The handler forwards WebSocket messages bidirectionally between the client and the Python TTS microservice with proper error handling. Co-Authored-By: Claude Opus 4.5 * Add Makima voice profile assets for TTS voice cloning Creates the voice assets directory structure with: - manifest.json containing voice configuration (voice_id, speaker, language, reference audio path, and Japanese transcript placeholder) - README.md with instructions for obtaining voice reference audio Co-Authored-By: Claude Opus 4.5 * Add Rust-native Qwen3-TTS integration research document Research findings for integrating Qwen3-TTS-12Hz-0.6B-Base directly into the makima Rust codebase without Python. Key conclusions: - ONNX export is not viable (unsupported architecture) - Candle (HF Rust ML framework) is the recommended approach - Model weights available in safetensors format (2.52GB total) - Three components needed: LM backbone, code predictor, speech tokenizer - Crane project has Qwen3-TTS as highest priority (potential upstream) Co-Authored-By: Claude Opus 4.5 * [WIP] Heartbeat checkpoint - 2026-01-27 11:21:43 UTC * [WIP] Heartbeat checkpoint - 2026-01-27 11:24:19 UTC * [WIP] Heartbeat checkpoint - 2026-01-27 11:26:43 UTC * feat: implement Rust-native Qwen3-TTS using candle framework Replace monolithic tts.rs with modular tts/ directory structure: - tts/mod.rs: TtsEngine trait, TtsEngineFactory, shared types (AudioChunk, TtsError), and utility functions (save_wav, resample, argmax) - tts/chatterbox.rs: existing ONNX-based ChatterboxTTS adapted to implement TtsEngine trait with Mutex-wrapped sessions for Send+Sync - tts/qwen3/mod.rs: Qwen3Tts entry point with HuggingFace model loading - tts/qwen3/config.rs: Qwen3TtsConfig parsing from HF config.json - tts/qwen3/model.rs: 28-layer Qwen3 transformer with RoPE, GQA (16 heads, 8 KV heads), SiLU MLP, RMS norm, and KV cache - tts/qwen3/code_predictor.rs: 5-layer MTP module predicting 16 codebooks - tts/qwen3/speech_tokenizer.rs: ConvNet encoder/decoder with 16-layer RVQ - tts/qwen3/generate.rs: autoregressive generation loop with streaming support Add candle-core, candle-nn, candle-transformers, safetensors to Cargo.toml. Co-Authored-By: Claude Opus 4.5 * feat: integrate TTS engine into speak WebSocket handler - Update speak.rs handler to use TTS engine directly from SharedState instead of returning a stub "not implemented" error - Add TtsEngine (OnceCell lazy-loaded) to AppState in state.rs with get_tts_engine() method for lazy initialization on first connection - Implement full WebSocket protocol: client sends JSON speak/cancel/stop messages, server streams binary PCM audio chunks and audio_end signals - Create voices/makima/manifest.json for Makima voice profile configuration - All files compile successfully with zero errors Co-Authored-By: Claude Opus 4.5 * feat: add /speak TTS page with WebSocket audio playback Add a new /speak frontend page for text-to-speech via WebSocket. The page accepts text input and streams synthesized PCM audio through the Web Audio API. Includes model loading indicator, cancel support, and connection status. Also adds a loading bar to the listen page ControlPanel during WebSocket connection. Co-Authored-By: Claude Opus 4.5 --------- Co-authored-by: Claude Opus 4.5 --- Cargo.lock | 688 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 679 insertions(+), 9 deletions(-) (limited to 'Cargo.lock') diff --git a/Cargo.lock b/Cargo.lock index 1aeb184..30e65ff 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -249,6 +249,21 @@ version = "1.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "0e050f626429857a27ddccb31e0aca21356bfa709c04041aefddac081a8f068a" +[[package]] +name = "bit-set" +version = "0.5.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0700ddab506f33b20a03b13996eccd309a48e5ff77d0d95926aa0210fb4e95f1" +dependencies = [ + "bit-vec", +] + +[[package]] +name = "bit-vec" +version = "0.6.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "349f9b6a179ed607305526ca489b34ad0a41aed5f7980fa90eb03160b69598fb" + [[package]] name = "bitflags" version = "1.3.2" @@ 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"displaydoc", "icu_locale_core", "writeable", - "yoke", + "yoke 0.8.1", "zerofrom", "zerotrie", "zerovec", @@ -1895,6 +2281,16 @@ version = "0.2.178" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "37c93d8daa9d8a012fd8ab92f088405fb202ea0b6ab73ee2482ae66af4f42091" +[[package]] +name = "libloading" +version = "0.8.9" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d7c4b02199fee7c5d21a5ae7d8cfa79a6ef5bb2fc834d6e9058e89c825efdc55" +dependencies = [ + "cfg-if", + "windows-link", +] + [[package]] name = "libm" version = "0.2.15" @@ -2001,6 +2397,9 @@ dependencies = [ "backoff", "base64 0.22.1", "bytes", + "candle-core", + "candle-nn", + "candle-transformers", "chrono", "clap", "config", @@ -2030,6 +2429,7 @@ dependencies = [ "regex", "reqwest", "rusqlite", + "safetensors", "serde", "serde_json", "sha2", @@ -2091,6 +2491,16 @@ version = "2.7.6" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = 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"bytemuck", "num-traits", ] @@ -2321,6 +2746,17 @@ dependencies = [ "num-traits", ] +[[package]] +name = "num-rational" +version = "0.4.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f83d14da390562dca69fc84082e73e548e1ad308d24accdedd2720017cb37824" +dependencies = [ + "num-bigint", + "num-integer", + "num-traits", +] + [[package]] name = "num-traits" version = "0.2.19" @@ -2341,6 +2777,28 @@ dependencies = [ "libc", ] +[[package]] +name = "num_enum" +version = "0.7.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b1207a7e20ad57b847bbddc6776b968420d38292bbfe2089accff5e19e82454c" +dependencies = [ + "num_enum_derive", + "rustversion", +] + +[[package]] +name = "num_enum_derive" +version = "0.7.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ff32365de1b6743cb203b710788263c44a03de03802daf96092f2da4fe6ba4d7" +dependencies = [ + "proc-macro-crate", + "proc-macro2", + "quote", + "syn", +] + [[package]] name = "number_prefix" version = "0.4.0" @@ -2698,6 +3156,15 @@ dependencies = [ "num-integer", ] +[[package]] +name = "proc-macro-crate" +version = "3.4.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983" +dependencies = [ + "toml_edit 0.23.10+spec-1.0.0", +] + [[package]] name = "proc-macro2" version = "1.0.103" @@ -2707,6 +3174,32 @@ dependencies = [ "unicode-ident", ] +[[package]] +name = "pulp" +version = "0.18.22" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a0a01a0dc67cf4558d279f0c25b0962bd08fc6dec0137699eae304103e882fe6" +dependencies = [ + "bytemuck", + "libm", + "num-complex", + "reborrow", +] + +[[package]] +name = "pulp" +version = "0.21.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "96b86df24f0a7ddd5e4b95c94fc9ed8a98f1ca94d3b01bdce2824097e7835907" +dependencies = [ + "bytemuck", + "cfg-if", + "libm", + "num-complex", + "reborrow", + "version_check", +] + [[package]] name = "quote" version = "1.0.42" @@ -2781,6 +3274,16 @@ dependencies = [ "getrandom 0.3.4", ] +[[package]] +name = "rand_distr" +version = "0.5.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463" +dependencies = [ + "num-traits", + "rand 0.9.2", +] + [[package]] name = "ratatui" version = "0.29.0" @@ -2802,6 +3305,24 @@ dependencies = [ "unicode-width 0.2.0", ] +[[package]] +name = "raw-cpuid" +version = "10.7.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6c297679cb867470fa8c9f67dbba74a78d78e3e98d7cf2b08d6d71540f797332" +dependencies = [ + "bitflags 1.3.2", +] + +[[package]] +name = "raw-cpuid" +version = "11.6.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186" +dependencies = [ + "bitflags 2.10.0", +] + [[package]] name = "rawpointer" version = "0.2.1" @@ -2850,6 +3371,12 @@ dependencies = [ "crossbeam-utils", ] +[[package]] +name = "reborrow" +version = "0.5.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "03251193000f4bd3b042892be858ee50e8b3719f2b08e5833ac4353724632430" + [[package]] name = "redox_syscall" version = "0.5.18" @@ -3153,6 +3680,16 @@ version = "1.0.20" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f" +[[package]] +name = "safetensors" +version = "0.4.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "44560c11236a6130a46ce36c836a62936dc81ebf8c36a37947423571be0e55b6" +dependencies = [ + "serde", + "serde_json", +] + [[package]] name = "same-file" version = "1.0.6" @@ -3200,6 +3737,12 @@ dependencies = [ "libc", ] +[[package]] +name = "seq-macro" +version = "0.3.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1bc711410fbe7399f390ca1c3b60ad0f53f80e95c5eb935e52268a0e2cd49acc" + [[package]] name = "serde" version = "1.0.228" @@ -3254,6 +3797,15 @@ dependencies = [ "serde_core", ] +[[package]] +name = "serde_plain" +version = "1.0.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9ce1fc6db65a611022b23a0dec6975d63fb80a302cb3388835ff02c097258d50" +dependencies = [ + "serde", +] + [[package]] name = "serde_spanned" version = "0.6.9" @@ -3970,6 +4522,34 @@ dependencies = [ "syn", ] +[[package]] +name = "sysctl" +version = "0.5.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ec7dddc5f0fee506baf8b9fdb989e242f17e4b11c61dfbb0635b705217199eea" +dependencies = [ + "bitflags 2.10.0", + "byteorder", + "enum-as-inner", + "libc", + "thiserror 1.0.69", + "walkdir", +] + +[[package]] +name = "sysctl" +version = "0.6.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "01198a2debb237c62b6826ec7081082d951f46dbb64b0e8c7649a452230d1dfc" +dependencies = [ + "bitflags 2.10.0", + "byteorder", + "enum-as-inner", + "libc", + "thiserror 1.0.69", + "walkdir", +] + [[package]] name = "system-configuration" version = "0.6.1" @@ -4310,8 +4890,8 @@ checksum = "dc1beb996b9d83529a9e75c17a1686767d148d70663143c7854d8b4a09ced362" dependencies = [ "serde", "serde_spanned", - "toml_datetime", - "toml_edit", + "toml_datetime 0.6.11", + "toml_edit 0.22.27", ] [[package]] @@ -4323,6 +4903,15 @@ dependencies = [ "serde", ] +[[package]] +name = "toml_datetime" +version = "0.7.5+spec-1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "92e1cfed4a3038bc5a127e35a2d360f145e1f4b971b551a2ba5fd7aedf7e1347" +dependencies = [ + "serde_core", +] + [[package]] name = "toml_edit" version = "0.22.27" @@ -4332,11 +4921,32 @@ dependencies = [ "indexmap", "serde", "serde_spanned", - "toml_datetime", + "toml_datetime 0.6.11", "toml_write", "winnow", ] +[[package]] +name = "toml_edit" +version = "0.23.10+spec-1.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "84c8b9f757e028cee9fa244aea147aab2a9ec09d5325a9b01e0a49730c2b5269" +dependencies = [ + "indexmap", + "toml_datetime 0.7.5+spec-1.1.0", + "toml_parser", + "winnow", +] + +[[package]] +name = "toml_parser" +version = "1.0.6+spec-1.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a3198b4b0a8e11f09dd03e133c0280504d0801269e9afa46362ffde1cbeebf44" +dependencies = [ + "winnow", +] + [[package]] name = "toml_write" version = "0.1.2" @@ -4529,6 +5139,27 @@ version = "0.1.7" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "2896d95c02a80c6d6a5d6e953d479f5ddf2dfdb6a244441010e373ac0fb88971" +[[package]] +name = "ug" +version = "0.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "03719c61a91b51541f076dfdba45caacf750b230cefaa4b32d6f5411c3f7f437" +dependencies = [ + "gemm 0.18.2", + "half", + "libloading", + "memmap2", + "num", + "num-traits", + "num_cpus", + "rayon", + "safetensors", + "serde", + "thiserror 1.0.69", + "tracing", + "yoke 0.7.5", +] + [[package]] name = "unicase" version = "2.8.1" @@ -4738,7 +5369,7 @@ dependencies = [ "serde_json", "url", "utoipa", - "zip", + "zip 3.0.0", ] [[package]] @@ -5322,6 +5953,18 @@ dependencies = [ "hashlink 0.8.4", ] +[[package]] +name = "yoke" +version = "0.7.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "120e6aef9aa629e3d4f52dc8cc43a015c7724194c97dfaf45180d2daf2b77f40" +dependencies = [ + "serde", + "stable_deref_trait", + "yoke-derive 0.7.5", + "zerofrom", +] + [[package]] name = "yoke" version = "0.8.1" @@ -5329,10 +5972,22 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "72d6e5c6afb84d73944e5cedb052c4680d5657337201555f9f2a16b7406d4954" dependencies = [ "stable_deref_trait", - "yoke-derive", + "yoke-derive 0.8.1", "zerofrom", ] +[[package]] +name = "yoke-derive" +version = "0.7.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154" +dependencies = [ + "proc-macro2", + "quote", + "syn", + "synstructure", +] + [[package]] name = "yoke-derive" version = "0.8.1" @@ -5399,7 +6054,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "2a59c17a5562d507e4b54960e8569ebee33bee890c70aa3fe7b97e85a9fd7851" dependencies = [ "displaydoc", - "yoke", + "yoke 0.8.1", "zerofrom", ] @@ -5409,7 +6064,7 @@ version = "0.11.5" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "6c28719294829477f525be0186d13efa9a3c602f7ec202ca9e353d310fb9a002" dependencies = [ - "yoke", + "yoke 0.8.1", "zerofrom", "zerovec-derive", ] @@ -5425,6 +6080,21 @@ dependencies = [ "syn", ] +[[package]] +name = "zip" +version = "1.1.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9cc23c04387f4da0374be4533ad1208cbb091d5c11d070dfef13676ad6497164" +dependencies = [ + "arbitrary", + "crc32fast", + "crossbeam-utils", + "displaydoc", + "indexmap", + "num_enum", + "thiserror 1.0.69", +] + [[package]] name = "zip" version = "3.0.0" -- cgit v1.2.3