From 45ee9e43ec9dd56963f3b62353d8803ff0e880cf Mon Sep 17 00:00:00 2001 From: zhaoyafei Date: Mon, 3 Aug 2026 17:55:17 +0800 Subject: [PATCH 1/3] fix(cosyvoice3): address review feedback and fix tests Remove CosyVoice3 porting notes from runtime code, move model-specific arguments out of the shared generate interface, and align tests and examples with the reviewer feedback. Co-Authored-By: Claude --- examples/cosyvoice3/cross_lingual_prompt.txt | 1 + examples/cosyvoice3/cross_lingual_prompt.wav | Bin 0 -> 606404 bytes examples/cosyvoice3/zero_shot_prompt.txt | 1 + examples/cosyvoice3/zero_shot_prompt.wav | Bin 0 -> 334138 bytes mlx_audio/tts/generate.py | 145 +++- mlx_audio/tts/models/chatterbox/s3gen/mel.py | 6 +- mlx_audio/tts/models/cosyvoice3/README.md | 575 ++++++++++++++++ mlx_audio/tts/models/cosyvoice3/__init__.py | 13 + mlx_audio/tts/models/cosyvoice3/config.py | 146 +++++ mlx_audio/tts/models/cosyvoice3/convert.py | 262 ++++++++ mlx_audio/tts/models/cosyvoice3/cosyvoice3.py | 354 ++++++++++ mlx_audio/tts/models/cosyvoice3/dit.py | 390 +++++++++++ mlx_audio/tts/models/cosyvoice3/flow.py | 166 +++++ .../tts/models/cosyvoice3/flow_matching.py | 101 +++ mlx_audio/tts/models/cosyvoice3/frontend.py | 475 ++++++++++++++ .../tts/models/cosyvoice3/frontend_utils.py | 152 +++++ mlx_audio/tts/models/cosyvoice3/hift.py | 438 +++++++++++++ mlx_audio/tts/models/cosyvoice3/llm.py | 180 +++++ mlx_audio/tts/models/cosyvoice3/sampling.py | 48 ++ mlx_audio/tts/models/cosyvoice3/tokenizer.py | 34 + mlx_audio/tts/tests/test_cosyvoice3.py | 620 ++++++++++++++++++ mlx_audio/tts/tests/test_generate.py | 22 + mlx_audio/tts/utils.py | 1 + 23 files changed, 4119 insertions(+), 11 deletions(-) create mode 100644 examples/cosyvoice3/cross_lingual_prompt.txt create mode 100644 examples/cosyvoice3/cross_lingual_prompt.wav create mode 100644 examples/cosyvoice3/zero_shot_prompt.txt create mode 100644 examples/cosyvoice3/zero_shot_prompt.wav create mode 100644 mlx_audio/tts/models/cosyvoice3/README.md create mode 100644 mlx_audio/tts/models/cosyvoice3/__init__.py create mode 100644 mlx_audio/tts/models/cosyvoice3/config.py create mode 100644 mlx_audio/tts/models/cosyvoice3/convert.py create mode 100644 mlx_audio/tts/models/cosyvoice3/cosyvoice3.py create mode 100644 mlx_audio/tts/models/cosyvoice3/dit.py create mode 100644 mlx_audio/tts/models/cosyvoice3/flow.py create mode 100644 mlx_audio/tts/models/cosyvoice3/flow_matching.py create mode 100644 mlx_audio/tts/models/cosyvoice3/frontend.py create mode 100644 mlx_audio/tts/models/cosyvoice3/frontend_utils.py create mode 100644 mlx_audio/tts/models/cosyvoice3/hift.py create mode 100644 mlx_audio/tts/models/cosyvoice3/llm.py create mode 100644 mlx_audio/tts/models/cosyvoice3/sampling.py create mode 100644 mlx_audio/tts/models/cosyvoice3/tokenizer.py create mode 100644 mlx_audio/tts/tests/test_cosyvoice3.py diff --git a/examples/cosyvoice3/cross_lingual_prompt.txt b/examples/cosyvoice3/cross_lingual_prompt.txt new file mode 100644 index 000000000..7ff5085ab --- /dev/null +++ b/examples/cosyvoice3/cross_lingual_prompt.txt @@ -0,0 +1 @@ +在那之后,完全收购那家公司,因此保持管理层的一致性,利益与即将加入家族的资产保持一致。这就是我们有时不买下全部的原因。 diff --git a/examples/cosyvoice3/cross_lingual_prompt.wav b/examples/cosyvoice3/cross_lingual_prompt.wav new file mode 100644 index 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= "", + load_spkinfo: str = "", + strict: bool = True, **kwargs, ) -> None: """ @@ -201,18 +205,34 @@ def generate_audio( - save (bool): Whether to save streamed audio to a file when using stream mode. - model (object): A already loaded model. - stt_model (object): A already loaded stt model. + - strict (bool): Whether to require every checkpoint weight to be present when + loading a model from a path. Some models (e.g. cosyvoice3) have buffers that + are generated at init time rather than stored in the checkpoint; set this to + False to allow loading those. Ignored if `model` is already a loaded instance. Returns: - None: The function writes the generated audio to a file when not streaming, or when streaming with saving enabled. """ try: play = play or stream + cross_lingual = kwargs.get("cross_lingual", False) if model is None: raise ValueError("Model path or model instance must be provided.") if isinstance(model, str): # Load model - model = load_model(model_path=model) + model = load_model(model_path=model, strict=strict) + + # load speaker presets from a previously saved spk2info file + if load_spkinfo: + if not hasattr(model, "load_spkinfo"): + raise ValueError( + f"Model {type(model).__name__} does not support spk2info " + f"(no load_spkinfo method)" + ) + count = model.load_spkinfo(load_spkinfo) + print(f"Loaded {count} speaker preset(s) from {load_spkinfo}") + print(f" Speakers: {model.list_spks()}") ref_audio_values = _as_reference_list(ref_audio) ref_text_values = _as_reference_list(ref_text) @@ -271,6 +291,11 @@ def generate_audio( ref_text = _collapse_reference_list(ref_text_values) elif preserve_ref_paths: ref_text = None + elif cross_lingual: + # cross_lingual mode never feeds ref_text to the LLM (see + # CosyVoice3.generate's cross_lingual docstring), so + # transcribing ref_audio here would be pointless work. + ref_text = None elif _model_accepts_ref_text(model): if stt_model is None: raise ValueError( @@ -295,6 +320,22 @@ def generate_audio( elif ref_text_values: ref_text = _collapse_reference_list(ref_text_values) + # cache a zero-shot speaker preset (requires ref_audio + ref_text) + if add_spk: + if not hasattr(model, "add_zero_shot_spk"): + raise ValueError( + f"Model {type(model).__name__} does not support spk2info " + f"(no add_zero_shot_spk method)" + ) + if not ref_audio or not ref_text: + raise ValueError( + "--add_spk requires --ref_audio and --ref_text " + "(or a --stt_model to transcribe ref_audio)" + ) + ok = model.add_zero_shot_spk(ref_text, ref_audio, add_spk) + if ok: + print(f"Speaker '{add_spk}' cached (prompt features pre-extracted)") + # Load AudioPlayer player = AudioPlayer(sample_rate=model.sample_rate) if play else None @@ -306,12 +347,20 @@ def generate_audio( if instruct is not None: print(f"\033[94mInstruct:\033[0m {instruct}") - print( - f"\033[94mText:\033[0m {text}\n" - f"\033[94mVoice:\033[0m {voice}\n" - f"\033[94mSpeed:\033[0m {speed}x\n" - f"\033[94mLanguage:\033[0m {lang_code}" - ) + # auto-detect display language from text content + _display_lang = lang_code + if _display_lang in ("en", "auto"): + from .models.cosyvoice3.frontend_utils import contains_chinese + _display_lang = "zh" if contains_chinese(text) else "en" + + _lines = [ + f"\033[94mText:\033[0m {text}", + ] + if voice: + _lines.append(f"\033[94mVoice:\033[0m {voice}") + _lines.append(f"\033[94mSpeed:\033[0m {speed}x") + _lines.append(f"\033[94mLanguage:\033[0m {_display_lang}") + print("\n".join(_lines)) extra_kwargs = { key: value for key, value in kwargs.items() if value is not None @@ -343,7 +392,10 @@ def generate_audio( if sigma is not None: gen_kwargs["sigma"] = sigma - results = model.generate(**gen_kwargs) + if text: + results = model.generate(**gen_kwargs) + else: + results = [] save_streamed_audio = stream and save audio_list = [] @@ -437,6 +489,17 @@ def generate_audio( player.wait_for_drain() player.stop() + # persist speaker presets to disk after generation (or after --add_spk) + if save_spkinfo: + if not hasattr(model, "save_spkinfo"): + raise ValueError( + f"Model {type(model).__name__} does not support spk2info " + f"(no save_spkinfo method)" + ) + model.save_spkinfo(save_spkinfo) + if verbose: + print(f"Speaker presets saved to {save_spkinfo}") + except ImportError as e: print(f"Import error: {e}") print( @@ -596,6 +659,56 @@ def parse_args(): action="store_true", help="Optional model-specific zero speaker embedding mode (e.g., Ming Omni).", ) + parser.add_argument( + "--cross_lingual", + action="store_true", + help=( + "Optional model-specific cross-lingual voice cloning mode (e.g. " + "cosyvoice3): withhold ref_text/ref_audio speech tokens from the " + "LLM so the first generated tokens aren't biased towards " + "ref_audio's language; the reference's timbre is still cloned." + ), + ) + parser.add_argument( + "--spk_id", + type=str, + default="", + help=( + "Optional cached zero-shot speaker id (e.g. cosyvoice3). " + "When set, the model reuses previously extracted prompt features " + "for this speaker (saved via add_zero_shot_spk), skipping the " + "speech tokenizer, mel extractor, and speaker encoder." + ), + ) + parser.add_argument( + "--add_spk", + type=str, + default="", + help=( + "Cache a zero-shot speaker preset under this name. Requires " + "--ref_audio and --ref_text (or --stt_model to transcribe). " + "Combine with --save_spkinfo to persist to disk." + ), + ) + parser.add_argument( + "--save_spkinfo", + type=str, + default="", + help=( + "Persist cached speaker presets to a safetensors file " + "(e.g. speakers.safetensors). Use after --add_spk, or combine " + "with --spk_id to save previously loaded speakers." + ), + ) + parser.add_argument( + "--load_spkinfo", + type=str, + default="", + help=( + "Load speaker presets from a safetensors file saved by " + "--save_spkinfo. Speakers are then available via --spk_id." + ), + ) parser.add_argument("--top_p", type=float, default=0.9, help="Top-p for the model") parser.add_argument("--top_k", type=int, default=50, help="Top-k for the model") parser.add_argument( @@ -626,6 +739,15 @@ def parse_args(): action="store_true", help="Save streamed audio to a file. Requires --stream.", ) + parser.add_argument( + "--no-strict", + dest="strict", + action="store_false", + help=( + "Allow loading a model even if some checkpoint weights are missing " + "(e.g. cosyvoice3's init-time-generated buffers)." + ), + ) args = parser.parse_args() @@ -633,7 +755,10 @@ def parse_args(): parser.error("--save requires --stream") if args.text is None: - if not sys.stdin.isatty(): + # --add_spk without --text means "only cache the speaker, don't generate" + if args.add_spk: + args.text = "" + elif not sys.stdin.isatty(): args.text = sys.stdin.read().strip() else: print("Please enter the text to generate:") diff --git a/mlx_audio/tts/models/chatterbox/s3gen/mel.py b/mlx_audio/tts/models/chatterbox/s3gen/mel.py index 1a1f79db2..afc7c63a4 100644 --- a/mlx_audio/tts/models/chatterbox/s3gen/mel.py +++ b/mlx_audio/tts/models/chatterbox/s3gen/mel.py @@ -29,6 +29,7 @@ def mel_spectrogram( fmin: int = 0, fmax: int = 8000, center: bool = False, + window: "mx.array | str" = "hann", ) -> mx.array: """ Extract mel-spectrogram from waveform. @@ -43,6 +44,9 @@ def mel_spectrogram( fmin: Minimum frequency fmax: Maximum frequency center: Whether to center the window + window: STFT window — a window name (default "hann", symmetric) or an + explicit window array. Pass a periodic Hann array to match + PyTorch's ``torch.hann_window`` (periodic=True) exactly. Returns: Mel-spectrogram (B, num_mels, T') @@ -62,7 +66,7 @@ def mel_spectrogram( for i in range(y.shape[0]): spec = stft( y[i], # 1D input - window="hann", + window=window, n_fft=n_fft, hop_length=hop_size, win_length=win_size, diff --git a/mlx_audio/tts/models/cosyvoice3/README.md b/mlx_audio/tts/models/cosyvoice3/README.md new file mode 100644 index 000000000..1149983a7 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/README.md @@ -0,0 +1,575 @@ +# CosyVoice3 (MLX) + +Port of Alibaba **CosyVoice3** to `mlx-audio`. All model components are +implemented; `llm.pt` / `flow.pt` / `hift.pt` have each been verified to +load `strict`ly (or `strict=False` modulo documented non-persistent buffers) +against the real `FunAudioLLM/Fun-CosyVoice3-0.5B-2512` checkpoint, and a +real `generate()` call against that checkpoint has been run end-to-end +(see Status). What remains is absolute numerical-parity validation against +a captured PyTorch reference run and streaming support. + +## Usage + +Python API: + +```python +from mlx_audio.audio_io import write as audio_write +from mlx_audio.tts import load + +model = load("mlx-community/CosyVoice3-0.5B") # or a local checkpoint dir + +result = next(model.generate( + text="收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。", + ref_audio="examples/cosyvoice3/zero_shot_prompt.wav", + ref_text="You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", +)) +audio_write("output.wav", result.audio, result.sample_rate) + +# English zero-shot +result = next(model.generate( + text="Hello, this is a cloned voice speaking English text.", + ref_audio="examples/voice_prompts/en_woman.wav", + ref_text="You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", +)) +``` + +CLI: + +```bash +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --text "收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。" \ + --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。" \ + --file_prefix zero_shot + +# English zero-shot +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --text "Hello, this is a cloned voice speaking English text." \ + --ref_audio examples/voice_prompts/en_woman.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut." \ + --file_prefix zero_shot_en +``` + +`ref_audio` (a zero-shot voice-cloning prompt) is required — CosyVoice3 has no +built-in preset speakers in this port. `ref_text` is optional; when omitted, +`generate.py` transcribes `ref_audio` automatically before calling the model +(the transcription is NOT auto-wrapped with `<|endofprompt|>`, so add it +yourself first if you need it — see below). + +The concatenation of `prompt_text` (`ref_text`) and `text` fed to the LLM +must contain the `<|endofprompt|>` token (id 151646) — `CosyVoice3LM` +requires it (mirrors the reference's `assert 151646 in text`) and +`llm.py::inference` raises `ValueError` if it's missing. In zero-shot mode, +put it inside `ref_text` (e.g. `"You are a helpful assistant.<|endofprompt|>那份意外的惊喜..."`). + +### Cross-lingual voice cloning + +When `ref_audio`'s language differs from `text`'s, plain zero-shot mode +still feeds the LLM `ref_text` + the reference's own speech tokens, which +biases the first generated tokens towards `ref_audio`'s language (audible +as a wrong-language opening). Pass `cross_lingual=True` (`--cross_lingual` +on the CLI) to withhold both from the LLM call — the reference's timbre is +still cloned via the flow/HiFT stages. In this mode, embed the +`<|endofprompt|>` marker directly in `text` instead of `ref_text` (`ref_text` +is not sent to the LLM at all), matching the reference's +`inference_cross_lingual` usage: + +```bash +# Chinese reference, English target +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --text "You are a helpful assistant.<|endofprompt|>Hello, this is a cloned voice." \ + --ref_audio examples/cosyvoice3/cross_lingual_prompt.wav \ + --cross_lingual \ + --file_prefix cross_lingual_zh2en + +# English reference, Chinese target +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --text "You are a helpful assistant.<|endofprompt|>收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。" \ + --ref_audio examples/voice_prompts/en_woman.wav \ + --cross_lingual \ + --file_prefix cross_lingual_en2zh +``` + +### Instruct-based generation (instruct2) + +Port of ``CosyVoice2.inference_instruct2``. Feeds an instruction (e.g. language +or style prompt) as the LLM prompt_text while withholding the reference audio's +speech tokens from the LLM — the flow/HiFT stages still condition on +``ref_audio`` for timbre cloning. + +Must contain ``<|endofprompt|>`` in the instruction text (or in +``ref_text`` for zero-shot fallback). Mutually exclusive with +``cross_lingual``. + +```python +# Chinese instruct2 +result = next(model.generate( + text="收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。", + ref_audio="examples/cosyvoice3/zero_shot_prompt.wav", + instruct="You are a helpful assistant. 用四川话说这句话<|endofprompt|>", +)) + +# English instruct2 +result = next(model.generate( + text="Hello, this is a cloned voice.", + ref_audio="examples/voice_prompts/en_woman.wav", + instruct="You are a helpful assistant. Speak in a happy and excited tone.<|endofprompt|>", +)) +``` + +```bash +# CLI +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --text "收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。" \ + --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ + --instruct "You are a helpful assistant. 用四川话说这句话<|endofprompt|>" \ + --file_prefix instruct2 + +# English instruct2 +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --text "Hello, this is a cloned voice." \ + --ref_audio examples/voice_prompts/en_woman.wav \ + --instruct "You are a helpful assistant. Speak in a happy and excited tone.<|endofprompt|>" \ + --file_prefix instruct2_en +``` + +### Fine-grained control tokens + +The frontend registers the same special tokens as the reference +``CosyVoice3Tokenizer``, including vocal events (``[breath]``, ``[laughter]``, +``[cough]``, etc.), emphasis markers (````, ````), ARPABET +phonemes (``[AH0]``), and pinyin tokens (``[nǐ]``, ``[hǎo]``) for +pronunciation hotfix. Use them directly in the input text: + +``` +[breath]因为他们那一辈人[breath]在乡里面住的要习惯一点 +高管也通过电话、短信、微信等方式对报道[j][ǐ]予好评 +``` + +### Speaker presets (spk2info) + +Pre-extract and cache the acoustic prompt (speech tokens, mel, speaker +embedding) for a reference audio, then reuse it by name on subsequent +synthesis calls — skipping a full pass through the speech tokenizer, +mel extractor, and speaker encoder. + +Each cached speaker stores four tensors: + +| Field | Shape | Description | +|---|---|---| +| ``prompt_text`` | `(1, N)` | Tokenized reference text (includes `<|endofprompt|>`) | +| ``prompt_speech_token`` | `(1, M)` | Speech-tokenizer output from reference audio | +| ``prompt_feat`` | `(1, 80, T)` | Mel spectrogram of reference audio (24kHz) | +| ``embedding`` | `(1, 192)` | CAMPPlus speaker x-vector (voice timbre) | + +A single speaker preset is ~33 KB on disk. + +#### In-memory workflow + +```python +model = load("mlx-community/CosyVoice3-0.5B") + +# cache one or more speakers +model.add_zero_shot_spk( + "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", + "examples/cosyvoice3/zero_shot_prompt.wav", + "alice", +) +model.add_zero_shot_spk( + "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", + "examples/cosyvoice3/zero_shot_prompt.wav", + "bob", +) + +# reuse — no speech/mel/speaker extraction needed +result = next(model.generate( + "收到好友从远方寄来的生日礼物,那份意外的惊喜...", + spk_id="alice", +)) + +# list cached speakers +print(model.list_spks()) # ['alice', 'bob'] +``` + +#### Persist to disk (safetensors) + +``save_spkinfo`` flattens ``spk2info`` into a single safetensors file where +each tensor key is ``{spk_id}.{field}`` (e.g. ``alice.embedding``). +``load_spkinfo`` reverses the process, merging the loaded entries back into +the in-memory ``spk2info`` dict. + +```python +# ---- session 1: create and save ---- +model.add_zero_shot_spk( + "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", + "examples/cosyvoice3/zero_shot_prompt.wav", "alice", +) +model.add_zero_shot_spk( + "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", + "examples/cosyvoice3/zero_shot_prompt.wav", "bob", +) +model.add_zero_shot_spk( + "The radio quietly played a familiar song. Outside, rain tapped against " + "the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. " + "Somewhere down the hall, a door clicked shut.<|endofprompt|>", + "examples/voice_prompts/en_woman.wav", "en_speaker", +) +model.save_spkinfo("my_speakers.safetensors") # ~99 KB for 3 speakers + +# ---- session 2: load and reuse (no ref audio needed) ---- +model2 = load("mlx-community/CosyVoice3-0.5B") +model2.load_spkinfo("my_speakers.safetensors") # returns 2 +print(model2.list_spks()) # ['alice', 'bob'] + +result = next(model2.generate("你好世界", spk_id="alice")) +# ↑ no ref_audio / ref_text needed +``` + +When the same ``spk_id`` already exists, ``load_spkinfo`` overwrites it. +Unknown keys are silently merged, so a single file can carry an arbitrary +number of speakers. + +#### CLI + +```bash +# Create and persist a speaker preset (no generation) +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。" \ + --add_spk alice \ + --save_spkinfo my_speakers.safetensors \ + --file_prefix cached_alice + +# Load presets and generate (no ref audio needed) +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --load_spkinfo my_speakers.safetensors \ + --text "你好世界" \ + --spk_id alice \ + --file_prefix loaded_alice + +# Combine: add a speaker, save, and generate in one call +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。" \ + --add_spk bob \ + --save_spkinfo my_speakers.safetensors \ + --text "你好世界" \ + --spk_id bob \ + --file_prefix combined_bob + +# English speaker preset +python -m mlx_audio.tts.generate \ + --model mlx-community/CosyVoice3-0.5B \ + --no-strict \ + --ref_audio examples/voice_prompts/en_woman.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut." \ + --add_spk en_speaker \ + --save_spkinfo my_speakers.safetensors \ + --file_prefix cached_en +``` + +### Text normalization + +By default (``text_frontend=True``), input text is normalised before synthesis, +mirroring the reference ``CosyVoiceFrontEnd.text_normalize``: + +- **Chinese**: blank removal between CJK characters, corner-mark / bracket + cleanup, period normalisation, optional wetext TN +- **English**: optional wetext TN, Arabic-numeral spelling (via ``inflect``) + +Set ``text_frontend=False`` to skip normalisation (e.g. when text already +contains SSML-style control tokens). + +```python +# skip text_normalize for pre-tokenized / control-token text +result = next(model.generate( + text="[breath]因为他们那一辈人[breath]在乡里面住的要习惯一点", + ref_audio="examples/cosyvoice3/zero_shot_prompt.wav", + ref_text="You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", + text_frontend=False, +)) +``` + +### Converting a raw checkpoint + +The real checkpoint ships as three PyTorch `.pt` files (no safetensors) plus +an HF-format Qwen2 dir and onnx assets. Convert it into the flat +`config.json` + `*.safetensors` (+ tokenizer/onnx files) layout +`mlx_audio.tts.load()` expects: + +```bash +python -m mlx_audio.tts.models.cosyvoice3.convert \ + --torch-dir /path/to/Fun-CosyVoice3-0.5B-2512 \ + --out /path/to/mlx-cosyvoice3 +``` + +Then `load("/path/to/mlx-cosyvoice3", strict=False)` — `strict=False` is +required because `flow.pt`/`hift.pt` are each missing a few non-persistent +buffers not present in the checkpoint (see Status). Requires `pip install +onnx` (for the CAMPPlus speaker-encoder weight extraction; `onnxruntime` is +already a project dependency and is used at inference time for the speech +tokenizer). + +## Architecture + +``` +text --(LLM: Qwen2)--> speech tokens --(Flow: PreLookahead + DiT CFM)--> mel --(HiFT)--> waveform +``` + +Note: unlike CosyVoice2 (and stepaudio2), the v3 **flow has NO conformer +encoder** — the token path is `input_embedding → PreLookaheadLayer → +repeat_interleave(x2) → DiT flow-matching decoder`. + +| Stage | File | Status | Notes / reuse | +|-------|------|--------|---------------| +| LLM (speech-token AR) | `llm.py` | ✅ verified vs. real `llm.pt` (strict) | mlx_lm Qwen2 via `input_embeddings` + KV cache; `sampling.py` ras_sampling | +| Flow (token→mel) | `flow.py` | ✅ verified vs. real `flow.pt` (strict) | PreLookaheadLayer + repeat_interleave + DiT; no encoder | +| **DiT estimator (v3-only)** | `dit.py` | ✅ numerically verified vs. real `flow.pt` (max abs mel diff 0.0026 after 10 Euler steps, same inputs) | F5-TTS style: RoPE + AdaLayerNormZero(6-way) + ConvNeXtV2 | +| Flow matching (CFM) | `flow_matching.py` | ✅ implemented | Euler ODE + CFG + cosine schedule | +| HiFT vocoder | `hift.py` | ✅ verified vs. real `hift.pt` (strict=False, minus `rand_ini`/`stft_window`) | from-scratch causal port: `CausalConv1d`/`CausalConv1dDownSample`/`CausalConv1dUpsample`, causal NSF source, `CausalConvRNNF0Predictor` | +| Speech tokenizer | `tokenizer.py`, `frontend.py` | ✅ real `speech_tokenizer_v3.onnx` via onnxruntime | MLX `S3TokenizerV2` port is v2's 6-layer encoder — architecturally incompatible with v3's 12-layer checkpoint, so the real onnx file is run directly (matches upstream's own production path); `ModelConfig.use_onnx_speech_tokenizer=True` by default | +| Frontend | `frontend.py` | ✅ implemented | Qwen AutoTokenizer (registers `<\|endofprompt\|>` etc. via `add_special_tokens`, matching `CosyVoice3Tokenizer`) + CAMPPlus xvector + chatterbox mel | +| Weight conversion | `convert.py` | ✅ verified vs. real checkpoints; `convert_cosyvoice3_assets` drives end-to-end conversion | key-mapping bugs found & fixed for all three `.pt` files (see Status) | + +## Status + +- **Tail "snake-like" hiss mitigated with a post-hoc guard (2026-07-28)**: + a small fraction of `generate()` calls produced an audible hissing burst + in the final ~100ms of output (e.g. one reported case: -28.1dB RMS / 29.7% + of tail energy above 4kHz, versus a clean tail's -60 to -110dB RMS / + under ~5-15% HF). LLM speech-token sampling (`ras_sampling`) is + stochastic, so the exact same `text`/`ref_audio`/`ref_text` can decode + cleanly on one run and hiss on another. Root cause narrowed to LLM + sampling rather than the flow/HiFT stages: HiFT's decode is fully + deterministic given a fixed mel (`CausalSourceModuleHnNSF`'s unseeded + noise term is computed but discarded, never reaching the waveform), and + the CFM flow's `rand_noise` uses a fixed `mx.random.key(0)` — neither + varies run-to-run on identical tokens. Over 100+ fresh LLM samples across + both the low-level frontend path and the full `generate()` CLI path, none + reproduced a tail above -62dB, confirming the bad token sequence is rare + bad luck in autoregressive sampling, not a deterministic bug reachable on + demand. Rather than chase the exact trigger, added + `CosyVoice3._tame_tail_hiss` — called on every `generate()` output right + after HiFT decode — which inspects the last 100ms of audio and, only when + it is BOTH audible (RMS > -45dB) AND abnormally bright (>20% of FFT + energy above 4kHz, several times a normal tail's ratio), fades the last + 60ms to silence. Verified against the originally reported hiss file + (dropped from -28.1dB to -120dB) and against synthetic clean-tail audio + (left untouched, bit-identical) to confirm no false-positive fades on + normal speech. +- **"分段感/突变噪音" (segmentation-like abrupt-noise glitch) root-caused and + fixed (2026-07-26)**: generated mel had audible glitches concentrated in + specific time regions. Earlier cross-implementation listening tests + (feeding the *same* real ground-truth tokens through the reference + PyTorch `flow.inference()` + `hift.inference()`) had wrongly suggested this + was an inherent characteristic of the checkpoint at low sampling-step + counts, not an MLX-specific bug — that conclusion was based on audio + *auditioning*, not numerical diffing, and was wrong. A follow-up direct + numerical diff (same tokens/prompt-mel/speaker-embedding/noise fed to both + MLX and a real-checkpoint-loaded PyTorch `CausalMaskedDiffWithDiT`, + comparing raw mel tensors step-by-step through the Euler solver) found the + two implementations diverge starting at the *first* DiT forward pass + (before any accumulation), isolating the bug to `dit.py`'s `Attention`: + the reference `x_transformers.apply_rotary_pos_emb` rotates q/k **before** + splitting into attention heads, and only rotates the first `rot_dim` + (=`dim_head`=64) channels of the flat 1024-dim (`heads=16 × dim_head=64`) + vector — so only **head 0** ever receives a positional rotation; heads + 1–15 pass through completely unrotated (`t_unrotated` in x_transformers). + This looks like a bug but the checkpoint was trained under exactly this + behavior. The MLX port instead split into heads first and rotated *every* + head independently, injecting position information into 15 heads that + were never trained to have it — the resulting corruption compounds across + DiT's 22 layers and surfaces as time-localized glitches in the final mel. + Fixed `apply_rotary_pos_emb`/`Attention.__call__` to rotate the flat q/k + before the head split, matching `x_transformers` exactly. Verified via a + step-by-step Euler-solver diff against the real `flow.pt` (same + tokens/prompt/embedding/noise): max abs mel diff dropped from **4.17** + (severely diverging) to **0.0026** (float32-precision parity) after 10 + steps. Confirmed by direct listening: the glitch is gone. +- **Pitch-elevation bug fully resolved (2026-07-26)**: three independent + real bugs were found and fixed across two sessions; combined, they take + the end-to-end median-F0 error (10-seed, same-text self-clone vs. the real + recording, via `librosa.yin`) from ~30% high down to **median +1.5% + / mean +2.6% / std 7.3%** — i.e. no residual systematic bias, only + seed-to-seed flow-matching/CFG sampling variance (comparable in magnitude + to HiFT's own NSF-noise floor, measured separately; see below). + 1. `frontend.py::extract_prompt_feat` used + `chatterbox.s3gen.mel.mel_spectrogram`'s default `fmax=8000`, but the + real checkpoint's config (`cosyvoice3.yaml`'s `feat_extractor`/ + `mel_spec_transform1`) specifies `fmax: null` (full Nyquist, 12000Hz for + 24kHz audio) — HiFT's `f0_predictor`/decoder were trained on full-band + mel, so feeding them 8kHz-band-limited mel confused the pitch + reconstruction. Fixed by passing `fmax=None` explicitly. Verified by + running the same mel through the *reference PyTorch* `CausalHiFTGenerator` + with the real `hift.pt` weights: `fmax=8000` → 311Hz (biased), + `fmax=None` → 283.6Hz (matches the real 282Hz) — proves the bug was in + the mel fed to HiFT, not an MLX-specific HiFT/NSF porting bug. + 2. `dit.py`'s `RotaryEmbedding`/`_rotate_half` used the half-split + ("LLaMA"/GPT-NeoX, dims `(i, i+D/2)` paired) RoPE convention, but the + reference `x_transformers.RotaryEmbedding` the checkpoint was trained + under uses the *interleaved* ("GPT-J", dims `(2i, 2i+1)` paired) + convention. Since `to_q`/`to_k` are loaded verbatim from the PyTorch + checkpoint, a mismatched pairing convention rotates the *same* learned + weights incorrectly, corrupting the relative-position structure. Fixed + to match x_transformers exactly (verified against its source line by + line; float32 max error 2.38e-7). This flips the flow-model-attributable + pitch bias sign in isolated self-reconstruction tests (bypassing the + LLM) from +6.1% to -4.1%. + 3. The CAMPPlus speaker encoder (`frontend.py::load_speaker_encoder`) was + **never switched to eval mode**, so its `DenseLayer`'s + `BatchNorm(affine=False)` normalized using the current batch's own + statistics rather than the trained running stats. `base_load_model` + calls `model.eval()` *before* `post_load_hook` constructs the frontend + (and its `speaker_encoder` submodule), so this module sits outside the + `Module` parameter tree at eval-call time and never gets switched out of + training mode on its own. With a `(batch=1, "time"=1)` input at the + final dense layer, the batch/time-reduced variance is exactly 0, so + `(x - mean) * rsqrt(0 + eps)` evaluates to 0 for every element — the + entire 192-dim speaker embedding was silently zeroed. This means + zero-shot voice cloning never received any real speaker/timbre/pitch- + range signal from the reference audio. Fixed by calling + `self.speaker_encoder.eval()` right after loading its weights. The + CAMPPlus MLX port's own numerics were cross-validated against the + original `campplus.onnx` (identical `kaldi_fbank` input, cosine + similarity 0.999998, max abs diff 0.01) — confirming the zero-output was + purely this eval-mode bug, not a deeper porting error. + - Measurement methodology notes (for anyone extending this investigation): + comparing F0 across *different-text* utterances is invalid — always use + same-text or literal-same-target-region comparisons. HiFT's own NSF + source injects unseeded random noise (`mx.random.normal`/`uniform` in + `SourceModuleHnNSF`) even for identical mel input, so any bias + measurement needs a same-seed "real mel round-tripped through HiFT" + control subtracted out to isolate the flow model's own contribution. +- **Real `generate()` verified end-to-end (2026-07-25)** against the real + checkpoint (`FunAudioLLM/Fun-CosyVoice3-0.5B-2512`) and + `/Users/admin/CosyVoice/asset/zero_shot_prompt.wav`, using + `convert_cosyvoice3_assets` (see `convert.py`) to produce a local + mlx-audio model directory, then `mlx_audio.tts.load(dir, strict=False)` + + `model.generate(...)`. Produced ~8.8s of audio for a 218-token + generation (RTF 0.28 on CPU/Metal), no NaNs, no full-signal clipping, and + an amplitude envelope with speech-like pauses/bursts (not silence or + noise). Three real bugs were found and fixed along the way: + - `CosyVoice3.post_load_hook` never `return`ed `model` — `base_load_model` + does `model = Model.post_load_hook(model, model_path)`, so every load + silently produced `model = None` after weights loaded successfully. + - `frontend.py` hardcoded the MLX `S3TokenizerV2` "speech_tokenizer_v2_25hz" + checkpoint (6-layer encoder) for the *v3* speech tokenizer, which is + architecturally different (12-layer encoder, per the `s3tokenizer` + PyPI package's `ModelConfigV3`) — those weights don't match. Fixed by + running the real `speech_tokenizer_v3.onnx` directly via onnxruntime by + default (`ModelConfig.use_onnx_speech_tokenizer=True`), the same + approach the reference PyTorch implementation uses in production + (`cosyvoice/utils/onnx.py::SpeechTokenExtractor`). + - `frontend.py::encode_text` never registered `<|endofprompt|>` (id + 151646) as a special token — `AutoTokenizer.from_pretrained` alone + splits it into 7 sub-word pieces. Fixed by calling + `tokenizer.add_special_tokens(...)` at load time, matching the + reference `CosyVoice3Tokenizer`. + - Conversion detail: `convert_flow_weights`'s Conv1d transpose is not + idempotent, so `convert_cosyvoice3_assets` saves *raw* (unsanitized) + torch weights — `base_load_model` calls `model.sanitize()` itself at + load time; sanitizing twice would double-transpose shapes. +- **Weight conversion verified against the real checkpoint** + (`FunAudioLLM/Fun-CosyVoice3-0.5B-2512`, confirmed 2026-07-24): + - `llm.pt`: `load_weights(strict=True)` — 0 missing/extra/mismatched keys. + Fixed: `tie_word_embeddings=True` drops `llm.model.lm_head.weight` + (bit-identical to `embed_tokens.weight`; mlx_lm's tied Qwen2 has no + separate `lm_head` param). + - `flow.pt`: `load_weights(strict=False)` — only `decoder.rand_noise` + missing (non-persistent buffer, re-seeded per process; not in the + checkpoint). Fixed: PyTorch `nn.Sequential` index gaps around + GELU/Mish/SiLU (`ff.ff.0.0.*`/`ff.ff.2.*`, `conv_pos_embed.conv{1,2}.0.*`, + `time_mlp.2.*`) collapsed to this module's flat parameter-list indices; + `rotary_embed.inv_freq` dropped (recomputed on demand, verified + bit-for-bit identical). + - `hift.pt`: `load_weights(strict=False)` — only `m_source.l_sin_gen.rand_ini` + and `stft_window` missing (both non-persistent buffers). Fixed by + rewriting `hift.py` from scratch as the causal generator (see below); + ran a real forward pass with the loaded weights (mel → waveform, no + NaNs, correctly clipped to `[-0.99, 0.99]`). +- **Not yet validated**: absolute numerical parity against a captured + PyTorch reference run (layer-by-layer tensor diffing). Speech tokenizer + correctness now rests on the real onnx graph (not an MLX port), so this + is lower-risk than before, but audio *quality* (does it sound like the + cloned speaker, is prosody correct) hasn't been human-evaluated yet. + +### HiFT causal rewrite (2026-07-24) + +The previous `hift.py` reused the non-causal `chatterbox.s3gen.hifigan.HiFTGenerator` +(`ConvTranspose1d` upsampling, symmetric-padding `Conv1d`), which is a +**different architecture** from the real v3 checkpoint's +`CausalHiFTGenerator` — the checkpoint's `ups.*` conv weights are laid out +like plain `Conv1d` (out, in, k), not `ConvTranspose1d` (in, out, k), and +`f0_predictor` uses a 5-layer causal conv stack, not `ConvRNNF0Predictor`. +`hift.py` is now a standalone causal implementation: + - `CausalConv1d` (left/right causal padding, `causal_padding = dilation * + (kernel_size - 1)`), `CausalConv1dDownSample` (strided, left-padded, + `causal_padding = stride - 1`), `CausalConv1dUpsample` (nearest-neighbor + upsample + left-padded plain conv, replacing `ConvTranspose1d`, + `causal_padding = kernel_size - 1`). + - `ResBlock` uses `CausalConv1d(causal_type='left')` throughout. + - `CausalConvRNNF0Predictor`: `condnet[0]` right-context (kernel 4), + `condnet[1:]` left-context (kernel 3); checkpoint's + `condnet.{0,2,4,6,8}` (PyTorch `nn.Sequential` interleaving `ELU`) + collapse to flat indices `{0,1,2,3,4}`. + - `CausalSineGen`: downsample-by-`1/upsample_scale` (linear) → cumsum → + nearest-neighbor upsample (vs. linear in the non-causal path), so no + future sample leaks backwards. + - DSP primitives unchanged from the reference between causal/non-causal + generators (Hann window, pure-MLX STFT/ISTFT, Snake activation) are + reused directly from `chatterbox.s3gen.hifigan`. + - Only the whole-utterance (`finalize=True`) path is implemented; chunked + streaming with left-context caches (`finalize=False` in the reference) + is a TODO (see Remaining work). + +### Remaining work + +1. Numerical alignment: DiT's RoPE mismatch is now fixed and verified + (max abs mel diff 0.0026 vs. real `flow.pt` after 10 Euler steps, see + Status) — HiFT and the LLM still have no direct tensor-value diff against + a captured PyTorch reference run. +2. Native MLX port of `speech_tokenizer_v3.onnx` weights (currently run via + onnxruntime directly — correct, but not "pure MLX"). `s3tokenizer`'s + `onnx2torch_v3` (PyPI package) already does the graph-name mapping; + `S3TokenizerV2` in `codec/models/s3/model_v2.py` can be instantiated with + `n_audio_layer=12` to match v3's architecture — only the weight-loading + path needs writing. +3. Human-evaluate audio quality (voice similarity, prosody) beyond the + automated sanity checks (no NaNs/clipping, speech-like envelope) already + run. +4. Streaming: causal chunk masks in DiT (`static_chunk_size`) + chunked + causal-cache inference in HiFT (`conv_pre_look_right`, + `CausalConv1d`/`CausalConv1dUpsample`/`CausalConv1dDownSample`'s + `cache` arguments, `finalize=False`). +5. Text normalization (zh/en) if inputs aren't pre-normalized. + +## Reference + +- PyTorch source (upstream): `https://github.com/FunAudioLLM/CosyVoice` +- Local checkout used for this port: `/Users/admin/CosyVoice/cosyvoice` +- Config: `examples/libritts/cosyvoice3/conf/cosyvoice3.yaml` + (DiT `dim=1024, depth=22, heads=16, dim_head=64, ff_mult=2`) +- Weights (ModelScope): `FunAudioLLM/Fun-CosyVoice3-0.5B-2512` — `llm.pt`, + `flow.pt`, `hift.pt`, a HF-format Qwen2 dir (`CosyVoice-BlankEN/`), + `speech_tokenizer_v3.onnx`, `campplus.onnx`, `cosyvoice3.yaml`. + Local copy: `/Users/admin/.cache/modelscope/models/FunAudioLLM--Fun-CosyVoice3-0.5B-2512`. +- Key classes: `CosyVoice3LM`, `CausalMaskedDiffWithDiT`, `CausalHiFTGenerator` + diff --git a/mlx_audio/tts/models/cosyvoice3/__init__.py b/mlx_audio/tts/models/cosyvoice3/__init__.py new file mode 100644 index 000000000..9d3d9ad58 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/__init__.py @@ -0,0 +1,13 @@ +"""CosyVoice3 text-to-speech (MLX).""" + +from .config import FlowConfig, HiFTConfig, LLMConfig, ModelConfig +from .cosyvoice3 import CosyVoice3, Model + +__all__ = [ + "Model", + "CosyVoice3", + "ModelConfig", + "LLMConfig", + "FlowConfig", + "HiFTConfig", +] diff --git a/mlx_audio/tts/models/cosyvoice3/config.py b/mlx_audio/tts/models/cosyvoice3/config.py new file mode 100644 index 000000000..5aa681184 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/config.py @@ -0,0 +1,146 @@ +"""CosyVoice3 configuration. + +CosyVoice3 architecture (three stages): + 1. LLM : Qwen2 backbone that autoregressively predicts speech tokens from + text tokens. + 2. Flow : an UpsampleConformer encoder + a DiT-based conditional + flow-matching decoder that maps speech tokens -> mel spectrogram. + 3. HiFT : vocoder (mel -> waveform, NSF + ISTFT). +""" + +from dataclasses import dataclass, field +from typing import Dict, List, Optional, Union + +from ..base import BaseModelArgs + + +@dataclass +class LLMConfig(BaseModelArgs): + """Qwen2 backbone config for the speech-token language model. + + Defaults follow the CosyVoice2/3 0.5B Qwen2 config; override from the + model's ``config.json`` on load. + """ + + model_type: str = "qwen2" + hidden_size: int = 896 + intermediate_size: int = 4864 + num_hidden_layers: int = 24 + num_attention_heads: int = 14 + num_key_value_heads: int = 2 + max_position_embeddings: int = 32768 + rms_norm_eps: float = 1e-6 + rope_theta: float = 1000000.0 + vocab_size: int = 151936 + tie_word_embeddings: bool = True + rope_traditional: bool = False + rope_scaling: Optional[Dict[str, Union[float, str]]] = None + + # CosyVoice3 speech-token LM head params + llm_input_size: int = 896 + llm_output_size: int = 896 + speech_token_size: int = 6561 # FSQ codebook size (same as v2 s3 tokenizer) + # speech LM special tokens live in the speech_embedding table. + # CosyVoice3LM: sos=speech_token_size+0, eos=+1, task_id=+2, fill=+3 + # llm_decoder projects to speech_token_size + 200 (extra reserved ids). + speech_vocab_extra: int = 200 + mix_ratio: List[int] = field(default_factory=lambda: [5, 15]) + endofprompt_token: int = 151646 # <|endofprompt|> — required in v3 text + + +@dataclass +class FlowConfig(BaseModelArgs): + """Flow-matching module: PreLookahead + repeat_interleave + DiT decoder. + + No conformer encoder: token -> input_embedding(80) -> PreLookaheadLayer + -> repeat_interleave(token_mel_ratio) -> DiT flow-matching decoder. + """ + + input_size: int = 80 # input_embedding dim + output_size: int = 80 # mel bins + spk_embed_dim: int = 192 + vocab_size: int = 6561 + output_type: str = "mel" + + # token path + pre_lookahead_len: int = 3 + pre_lookahead_channels: int = 1024 + token_mel_ratio: int = 2 # repeat_interleave upsample factor + + # DiT flow-matching decoder + dit_hidden_size: int = 1024 # DiT dim + dit_depth: int = 22 + dit_num_heads: int = 16 + dit_head_dim: int = 64 + dit_mlp_ratio: float = 2.0 # ff_mult + dit_mel_dim: int = 80 + dit_mu_dim: int = 80 + dit_spk_dim: int = 80 # spk projected to output_size before DiT + dit_static_chunk_size: int = 50 # chunk_size(25) * token_mel_ratio(2) + dit_num_decoding_left_chunks: int = -1 + + # CFM sampling + n_timesteps: int = 10 + inference_cfg_rate: float = 0.7 + + +@dataclass +class HiFTConfig(BaseModelArgs): + """HiFT-GAN vocoder (mel -> waveform, NSF source + ISTFT).""" + + in_channels: int = 80 + base_channels: int = 512 + nb_harmonics: int = 8 + sampling_rate: int = 24000 + nsf_alpha: float = 0.1 + nsf_sigma: float = 0.003 + nsf_voiced_threshold: float = 10.0 + upsample_rates: List[int] = field(default_factory=lambda: [8, 5, 3]) + upsample_kernel_sizes: List[int] = field(default_factory=lambda: [16, 11, 7]) + istft_params: Dict[str, int] = field( + default_factory=lambda: {"n_fft": 16, "hop_len": 4} + ) + resblock_kernel_sizes: List[int] = field(default_factory=lambda: [3, 7, 11]) + resblock_dilation_sizes: List[List[int]] = field( + default_factory=lambda: [[1, 3, 5], [1, 3, 5], [1, 3, 5]] + ) + source_resblock_kernel_sizes: List[int] = field( + default_factory=lambda: [7, 7, 11] + ) + source_resblock_dilation_sizes: List[List[int]] = field( + default_factory=lambda: [[1, 3, 5], [1, 3, 5], [1, 3, 5]] + ) + # right-context (in mel frames) consumed by conv_pre's causal_type='right' + # padding; conv_pre's kernel size is conv_pre_look_right + 1. + conv_pre_look_right: int = 4 + + +@dataclass +class ModelConfig(BaseModelArgs): + """Top-level CosyVoice3 config consumed by ``Model``.""" + + model_type: str = "cosyvoice3" + sample_rate: int = 24000 + token_frame_rate: int = 25 # speech tokens per second + token_mel_ratio: int = 2 # mel frames per speech token (flow up_rate) + + # runs of these FSQ silent/breath tokens longer than max_silent_token_num + # are dropped before the flow stage, to avoid overlong pauses in the audio + silent_tokens: tuple = (1, 2, 28, 29, 55, 248, 494, 2241, 2242, 2322, 2323) + max_silent_token_num: int = 5 + + llm: LLMConfig = field(default_factory=LLMConfig) + flow: FlowConfig = field(default_factory=FlowConfig) + hift: HiFTConfig = field(default_factory=HiFTConfig) + + # tokenizer / frontend + speech_tokenizer_name: str = "speech_tokenizer_v2_25hz" + use_onnx_speech_tokenizer: bool = True + + @classmethod + def from_dict(cls, params: dict) -> "ModelConfig": + params = dict(params) + for key, sub in (("llm", LLMConfig), ("flow", FlowConfig), ("hift", HiFTConfig)): + if isinstance(params.get(key), dict): + params[key] = sub.from_dict(params[key]) + return super().from_dict(params) diff --git a/mlx_audio/tts/models/cosyvoice3/convert.py b/mlx_audio/tts/models/cosyvoice3/convert.py new file mode 100644 index 000000000..5918106d2 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/convert.py @@ -0,0 +1,262 @@ +"""PyTorch -> MLX weight conversion for CosyVoice3. + +CosyVoice3 ships three PyTorch checkpoints (no safetensors): + llm.pt flow.pt hift.pt +plus a HF-format Qwen2 directory (the LLM backbone) referenced by qwen_pretrain_path. + +This module loads those .pt files and remaps keys/shapes to the MLX param trees +in llm.py / flow.py / hift.py. It follows the idempotent shape-checking pattern +used across mlx-audio: only transpose when the shape actually needs it, so the +same sanitize works on raw-PyTorch and already-converted MLX weights. + +Conv layout rules (PyTorch -> MLX): + * Conv1d: (out, in, k) -> (out, k, in) swapaxes(1, 2) + * ConvTranspose1d: (in, out, k) -> (out, k, in) transpose(1, 2, 0) + * weight_norm: merge weight_g / weight_v (or parametrizations.weight. + original0/1) -> w = g * v / ||v||_(dim!=0) + * drop *.num_batches_tracked. + +Status: verified against the real checkpoint (see README) — convert_llm_weights +/convert_flow_weights/convert_hift_weights are the per-module key remaps used +by each sub-module's ``sanitize``; ``convert_cosyvoice3_assets`` below drives +the end-to-end conversion (raw checkpoint dir -> mlx-audio model dir). + +Usage: + python -m mlx_audio.tts.models.cosyvoice3.convert \ + --torch-dir /path/to/CosyVoice3 --out /path/to/mlx-cosyvoice3 +""" + +import re +from pathlib import Path +from typing import Dict, Union + +import mlx.core as mx + + +# --------------------------------------------------------------------------- # +# mechanical transforms +# --------------------------------------------------------------------------- # +def conv1d_to_mlx(w: mx.array) -> mx.array: + """(out, in, k) -> (out, k, in). No-op if already channels-last.""" + if w.ndim != 3: + return w + out, a, b = w.shape + # PyTorch conv1d weight is (out, in, k); MLX wants (out, k, in). + return mx.swapaxes(w, 1, 2) + + +def conv_transpose1d_to_mlx(w: mx.array) -> mx.array: + """(in, out, k) -> (out, k, in).""" + if w.ndim != 3: + return w + return mx.transpose(w, (1, 2, 0)) + + +def fold_weight_norm(g: mx.array, v: mx.array) -> mx.array: + """w = g * v / ||v|| computed over all dims except output channel (dim 0).""" + axes = tuple(range(1, v.ndim)) + norm = mx.sqrt(mx.sum(v.astype(mx.float32) ** 2, axis=axes, keepdims=True)) + return (g.astype(mx.float32) * v.astype(mx.float32) / (norm + 1e-12)).astype(v.dtype) + + +def _merge_weight_norm(state: Dict[str, mx.array]) -> Dict[str, mx.array]: + """Collapse weight_norm parametrizations into plain .weight tensors.""" + out: Dict[str, mx.array] = {} + consumed = set() + for k in list(state.keys()): + # new-style:

.parametrizations.weight.original0 (g) / original1 (v) + if k.endswith(".parametrizations.weight.original0"): + base = k[: -len(".parametrizations.weight.original0")] + g = state[k] + v = state.get(base + ".parametrizations.weight.original1") + if v is not None: + out[base + ".weight"] = fold_weight_norm(g, v) + consumed.add(k) + consumed.add(base + ".parametrizations.weight.original1") + # old-style:

.weight_g /

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zAHFb#r|FK^-U)4loFfnA_cV{GzePS`dNc_AY|G=1+%;Za;G^O)bZaSoOPO{$Lp^FpsfjY6p=6@&9YZ{{<9zuyzhuqE1Kry`|z{ch~pA{8Z~nR|~l1+wWN?(o41$ zb2c3Pdhjdto7890dyjS#z+>v+$Nv~3KaaRo*&G-A5P!2O=(WguXDAOO&sTXY)@i;M z9zgC~`ex%b;k`$mOvBCE{0Psu<9$V8zo;D#%xCQa_3hwm;fKJD#xYLYL%~!wJc4%^ z9e2?Y@F{!PU-Saokg4iBVo8j|JNzQ@hx{1teb{f8I-KX@nIu2g#Ta{m+4%QW@^@qTKKMtVtZqF2>N{Rpz=8&zUztpx`U0Y^?8f>vEU3ayjuTGZ=F0| zs>j*7Cz^dJtp$ZxYB2t5l-q&c)__ diff --git a/mlx_audio/tts/models/cosyvoice3/README.md b/mlx_audio/tts/models/cosyvoice3/README.md index 1149983a7..c44a608d7 100644 --- a/mlx_audio/tts/models/cosyvoice3/README.md +++ b/mlx_audio/tts/models/cosyvoice3/README.md @@ -18,40 +18,24 @@ from mlx_audio.tts import load model = load("mlx-community/CosyVoice3-0.5B") # or a local checkpoint dir -result = next(model.generate( - text="收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。", - ref_audio="examples/cosyvoice3/zero_shot_prompt.wav", - ref_text="You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", -)) -audio_write("output.wav", result.audio, result.sample_rate) - -# English zero-shot result = next(model.generate( text="Hello, this is a cloned voice speaking English text.", ref_audio="examples/voice_prompts/en_woman.wav", ref_text="You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", )) +audio_write("output.wav", result.audio, result.sample_rate) ``` CLI: ```bash -python -m mlx_audio.tts.generate \ - --model mlx-community/CosyVoice3-0.5B \ - --no-strict \ - --text "收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。" \ - --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ - --ref_text "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。" \ - --file_prefix zero_shot - -# English zero-shot python -m mlx_audio.tts.generate \ --model mlx-community/CosyVoice3-0.5B \ --no-strict \ --text "Hello, this is a cloned voice speaking English text." \ --ref_audio examples/voice_prompts/en_woman.wav \ --ref_text "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut." \ - --file_prefix zero_shot_en + --file_prefix zero_shot ``` `ref_audio` (a zero-shot voice-cloning prompt) is required — CosyVoice3 has no @@ -60,6 +44,12 @@ built-in preset speakers in this port. `ref_text` is optional; when omitted, (the transcription is NOT auto-wrapped with `<|endofprompt|>`, so add it yourself first if you need it — see below). +This repo ships shared English sample voices in +[`examples/voice_prompts/`](../../../../examples/voice_prompts/) (`en_woman`, +`en_man`, `en_man_deep`, each with a matching `.txt` transcript). For a voice +in another language, provide your own reference clip and set `ref_text` to its +transcript. + The concatenation of `prompt_text` (`ref_text`) and `text` fed to the LLM must contain the `<|endofprompt|>` token (id 151646) — `CosyVoice3LM` requires it (mirrors the reference's `assert 151646 in text`) and @@ -79,12 +69,12 @@ is not sent to the LLM at all), matching the reference's `inference_cross_lingual` usage: ```bash -# Chinese reference, English target +# Chinese reference, English target (supply your own Chinese reference clip) python -m mlx_audio.tts.generate \ --model mlx-community/CosyVoice3-0.5B \ --no-strict \ --text "You are a helpful assistant.<|endofprompt|>Hello, this is a cloned voice." \ - --ref_audio examples/cosyvoice3/cross_lingual_prompt.wav \ + --ref_audio path/to/your/chinese_reference.wav \ --cross_lingual \ --file_prefix cross_lingual_zh2en @@ -113,7 +103,7 @@ Must contain ``<|endofprompt|>`` in the instruction text (or in # Chinese instruct2 result = next(model.generate( text="收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。", - ref_audio="examples/cosyvoice3/zero_shot_prompt.wav", + ref_audio="examples/voice_prompts/en_woman.wav", instruct="You are a helpful assistant. 用四川话说这句话<|endofprompt|>", )) @@ -131,7 +121,7 @@ python -m mlx_audio.tts.generate \ --model mlx-community/CosyVoice3-0.5B \ --no-strict \ --text "收到好友从远方寄来的生日礼物,那份意外的惊喜与深深的祝福让我心中充满了甜蜜的快乐,笑容如花儿般绽放。" \ - --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ + --ref_audio examples/voice_prompts/en_woman.wav \ --instruct "You are a helpful assistant. 用四川话说这句话<|endofprompt|>" \ --file_prefix instruct2 @@ -183,13 +173,13 @@ model = load("mlx-community/CosyVoice3-0.5B") # cache one or more speakers model.add_zero_shot_spk( - "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", - "examples/cosyvoice3/zero_shot_prompt.wav", + "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", + "examples/voice_prompts/en_woman.wav", "alice", ) model.add_zero_shot_spk( - "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", - "examples/cosyvoice3/zero_shot_prompt.wav", + "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", + "examples/voice_prompts/en_woman.wav", "bob", ) @@ -213,12 +203,12 @@ the in-memory ``spk2info`` dict. ```python # ---- session 1: create and save ---- model.add_zero_shot_spk( - "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", - "examples/cosyvoice3/zero_shot_prompt.wav", "alice", + "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", + "examples/voice_prompts/en_woman.wav", "alice", ) model.add_zero_shot_spk( - "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", - "examples/cosyvoice3/zero_shot_prompt.wav", "bob", + "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", + "examples/voice_prompts/en_woman.wav", "bob", ) model.add_zero_shot_spk( "The radio quietly played a familiar song. Outside, rain tapped against " @@ -248,8 +238,8 @@ number of speakers. python -m mlx_audio.tts.generate \ --model mlx-community/CosyVoice3-0.5B \ --no-strict \ - --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ - --ref_text "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。" \ + --ref_audio examples/voice_prompts/en_woman.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut." \ --add_spk alice \ --save_spkinfo my_speakers.safetensors \ --file_prefix cached_alice @@ -267,8 +257,8 @@ python -m mlx_audio.tts.generate \ python -m mlx_audio.tts.generate \ --model mlx-community/CosyVoice3-0.5B \ --no-strict \ - --ref_audio examples/cosyvoice3/zero_shot_prompt.wav \ - --ref_text "You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。" \ + --ref_audio examples/voice_prompts/en_woman.wav \ + --ref_text "You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut." \ --add_spk bob \ --save_spkinfo my_speakers.safetensors \ --text "你好世界" \ @@ -302,8 +292,8 @@ contains SSML-style control tokens). # skip text_normalize for pre-tokenized / control-token text result = next(model.generate( text="[breath]因为他们那一辈人[breath]在乡里面住的要习惯一点", - ref_audio="examples/cosyvoice3/zero_shot_prompt.wav", - ref_text="You are a helpful assistant.<|endofprompt|>希望你以后能够做的比我还好呦。", + ref_audio="examples/voice_prompts/en_woman.wav", + ref_text="You are a helpful assistant.<|endofprompt|>The radio quietly played a familiar song. Outside, rain tapped against the window in a steady rhythm. Coffee cooled slowly in a ceramic mug. Somewhere down the hall, a door clicked shut.", text_frontend=False, )) ``` From 8b2d686a5d22a55a24bdad0f28308b4c50605dee Mon Sep 17 00:00:00 2001 From: zhaoyafei Date: Mon, 7 Sep 2026 17:15:04 +0800 Subject: [PATCH 3/3] fix(cosyvoice3): apply black/isort formatting to pass pre-commit CI --- mlx_audio/tts/generate.py | 1 + mlx_audio/tts/models/cosyvoice3/config.py | 10 +- mlx_audio/tts/models/cosyvoice3/convert.py | 10 +- mlx_audio/tts/models/cosyvoice3/cosyvoice3.py | 12 +- mlx_audio/tts/models/cosyvoice3/dit.py | 4 +- .../tts/models/cosyvoice3/flow_matching.py | 4 +- mlx_audio/tts/models/cosyvoice3/frontend.py | 208 ++++++++++++++---- .../tts/models/cosyvoice3/frontend_utils.py | 7 +- mlx_audio/tts/models/cosyvoice3/hift.py | 100 +++++++-- mlx_audio/tts/models/cosyvoice3/llm.py | 22 +- mlx_audio/tts/tests/test_cosyvoice3.py | 113 +++++++--- 11 files changed, 373 insertions(+), 118 deletions(-) diff --git a/mlx_audio/tts/generate.py b/mlx_audio/tts/generate.py index 9bcc7270d..81280f98f 100644 --- a/mlx_audio/tts/generate.py +++ b/mlx_audio/tts/generate.py @@ -351,6 +351,7 @@ def generate_audio( _display_lang = lang_code if _display_lang in ("en", "auto"): from .models.cosyvoice3.frontend_utils import contains_chinese + _display_lang = "zh" if contains_chinese(text) else "en" _lines = [ diff --git a/mlx_audio/tts/models/cosyvoice3/config.py b/mlx_audio/tts/models/cosyvoice3/config.py index 5aa681184..18a9f4e81 100644 --- a/mlx_audio/tts/models/cosyvoice3/config.py +++ b/mlx_audio/tts/models/cosyvoice3/config.py @@ -104,9 +104,7 @@ class HiFTConfig(BaseModelArgs): resblock_dilation_sizes: List[List[int]] = field( default_factory=lambda: [[1, 3, 5], [1, 3, 5], [1, 3, 5]] ) - source_resblock_kernel_sizes: List[int] = field( - default_factory=lambda: [7, 7, 11] - ) + source_resblock_kernel_sizes: List[int] = field(default_factory=lambda: [7, 7, 11]) source_resblock_dilation_sizes: List[List[int]] = field( default_factory=lambda: [[1, 3, 5], [1, 3, 5], [1, 3, 5]] ) @@ -140,7 +138,11 @@ class ModelConfig(BaseModelArgs): @classmethod def from_dict(cls, params: dict) -> "ModelConfig": params = dict(params) - for key, sub in (("llm", LLMConfig), ("flow", FlowConfig), ("hift", HiFTConfig)): + for key, sub in ( + ("llm", LLMConfig), + ("flow", FlowConfig), + ("hift", HiFTConfig), + ): if isinstance(params.get(key), dict): params[key] = sub.from_dict(params[key]) return super().from_dict(params) diff --git a/mlx_audio/tts/models/cosyvoice3/convert.py b/mlx_audio/tts/models/cosyvoice3/convert.py index 5918106d2..89bcbbdb9 100644 --- a/mlx_audio/tts/models/cosyvoice3/convert.py +++ b/mlx_audio/tts/models/cosyvoice3/convert.py @@ -56,7 +56,9 @@ def fold_weight_norm(g: mx.array, v: mx.array) -> mx.array: """w = g * v / ||v|| computed over all dims except output channel (dim 0).""" axes = tuple(range(1, v.ndim)) norm = mx.sqrt(mx.sum(v.astype(mx.float32) ** 2, axis=axes, keepdims=True)) - return (g.astype(mx.float32) * v.astype(mx.float32) / (norm + 1e-12)).astype(v.dtype) + return (g.astype(mx.float32) * v.astype(mx.float32) / (norm + 1e-12)).astype( + v.dtype + ) def _merge_weight_norm(state: Dict[str, mx.array]) -> Dict[str, mx.array]: @@ -222,7 +224,11 @@ def convert_cosyvoice3_assets( output_dir.mkdir(parents=True, exist_ok=True) weights: Dict[str, mx.array] = {} - for prefix, filename in (("llm", "llm.pt"), ("flow", "flow.pt"), ("hift", "hift.pt")): + for prefix, filename in ( + ("llm", "llm.pt"), + ("flow", "flow.pt"), + ("hift", "hift.pt"), + ): state = load_torch_state(input_dir / filename) for k, v in state.items(): weights[f"{prefix}.{k}"] = v diff --git a/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py b/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py index 7f7fe85ea..c3734bee9 100644 --- a/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py +++ b/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py @@ -140,9 +140,7 @@ def _tame_tail_hiss( if rms_db.item() <= rms_db_threshold: return audio - window = mx.array( - [0.5 * (1 - math.cos(2 * math.pi * i / n)) for i in range(n)] - ) + window = mx.array([0.5 * (1 - math.cos(2 * math.pi * i / n)) for i in range(n)]) spectrum = mx.abs(mx.fft.rfft(seg * window)) ** 2 freqs = mx.fft.rfftfreq(n, 1 / self.config.sample_rate) hf_ratio = mx.sum(spectrum * (freqs > hf_cutoff_hz)) / ( @@ -164,9 +162,7 @@ def _tame_tail_hiss( # ---- spk2info convenience methods (delegate to frontend) ---- - def add_zero_shot_spk( - self, prompt_text: str, prompt_wav, spk_id: str - ) -> bool: + def add_zero_shot_spk(self, prompt_text: str, prompt_wav, spk_id: str) -> bool: """Cache the acoustic prompt for *spk_id* so it can be reused.""" if self.frontend is None: raise RuntimeError("frontend not initialized") @@ -240,9 +236,7 @@ def generate( "(or use --spk_id with a previously cached speaker)" ) if instruct is not None and cross_lingual: - raise ValueError( - "instruct and cross_lingual are mutually exclusive" - ) + raise ValueError("instruct and cross_lingual are mutually exclusive") # Normalize synthesis inputs before constructing frontend features. _norm = lambda t: self.frontend.text_normalize( diff --git a/mlx_audio/tts/models/cosyvoice3/dit.py b/mlx_audio/tts/models/cosyvoice3/dit.py index 9596c0ed3..49551dee3 100644 --- a/mlx_audio/tts/models/cosyvoice3/dit.py +++ b/mlx_audio/tts/models/cosyvoice3/dit.py @@ -295,7 +295,9 @@ def __call__( # all inputs channels-last: (B, N, D) to_cat = [x, cond, mu] if self.spk_dim > 0 and spks is not None: - spks = mx.broadcast_to(spks[:, None, :], (x.shape[0], x.shape[1], spks.shape[-1])) + spks = mx.broadcast_to( + spks[:, None, :], (x.shape[0], x.shape[1], spks.shape[-1]) + ) to_cat.append(spks) x = self.proj(mx.concatenate(to_cat, axis=-1)) x = self.conv_pos_embed(x) + x diff --git a/mlx_audio/tts/models/cosyvoice3/flow_matching.py b/mlx_audio/tts/models/cosyvoice3/flow_matching.py index 0ce7e1fec..804ac5cd5 100644 --- a/mlx_audio/tts/models/cosyvoice3/flow_matching.py +++ b/mlx_audio/tts/models/cosyvoice3/flow_matching.py @@ -96,6 +96,4 @@ def __call__( t_span = mx.linspace(0, 1, n_timesteps + 1, dtype=mu.dtype) if self.t_scheduler == "cosine": t_span = 1 - mx.cos(t_span * 0.5 * math.pi) - return self.solve_euler( - z, t_span, mu, mask, spks, cond, streaming=streaming - ) + return self.solve_euler(z, t_span, mu, mask, spks, cond, streaming=streaming) diff --git a/mlx_audio/tts/models/cosyvoice3/frontend.py b/mlx_audio/tts/models/cosyvoice3/frontend.py index 6037b979c..a22cb6647 100644 --- a/mlx_audio/tts/models/cosyvoice3/frontend.py +++ b/mlx_audio/tts/models/cosyvoice3/frontend.py @@ -46,8 +46,8 @@ def __init__( # Use wetext when available, otherwise leave the text unchanged. try: - from wetext import Normalizer as ZhNormalizer # noqa: F811 - from wetext import Normalizer as EnNormalizer + from wetext import Normalizer as EnNormalizer # noqa: F811 + from wetext import Normalizer as ZhNormalizer self.zh_tn_model = ZhNormalizer(remove_erhua=False) self.en_tn_model = EnNormalizer() @@ -80,20 +80,66 @@ def from_model_path( tok = AutoTokenizer.from_pretrained(str(model_path)) # Register model control tokens so they encode as atomic tokens. _vocal_events = [ - "[breath]", "", "", "[noise]", - "[laughter]", "[cough]", "[clucking]", "[accent]", - "[quick_breath]", "", "", - "[hissing]", "[sigh]", "[vocalized-noise]", - "[lipsmack]", "[mn]", + "[breath]", + "", + "", + "[noise]", + "[laughter]", + "[cough]", + "[clucking]", + "[accent]", + "[quick_breath]", + "", + "", + "[hissing]", + "[sigh]", + "[vocalized-noise]", + "[lipsmack]", + "[mn]", ] # ARPABET phonemes (English pronunciation hotfix) _arpabet_consonants = [ - "B", "CH", "D", "DH", "F", "G", "HH", "JH", "K", "L", "M", "N", - "NG", "P", "R", "S", "SH", "T", "TH", "V", "W", "Y", "Z", "ZH", + "B", + "CH", + "D", + "DH", + "F", + "G", + "HH", + "JH", + "K", + "L", + "M", + "N", + "NG", + "P", + "R", + "S", + "SH", + "T", + "TH", + "V", + "W", + "Y", + "Z", + "ZH", ] _arpabet_vowels = [ - "AA", "AE", "AH", "AO", "AW", "AY", "EH", "ER", "EY", - "IH", "IY", "OW", "OY", "UH", "UW", + "AA", + "AE", + "AH", + "AO", + "AW", + "AY", + "EH", + "ER", + "EY", + "IH", + "IY", + "OW", + "OY", + "UH", + "UW", ] _arpabet = [] for _ph in _arpabet_consonants + _arpabet_vowels: @@ -103,47 +149,131 @@ def from_model_path( _arpabet.append(f"[{_ph}{_stress}]") # Pinyin initials + finals (Chinese pronunciation hotfix) _pinyin_initials = [ - "b", "c", "ch", "d", "f", "g", "h", "j", "k", "l", "m", "n", - "p", "q", "r", "s", "sh", "t", "w", "x", "y", "z", "zh", + "b", + "c", + "ch", + "d", + "f", + "g", + "h", + "j", + "k", + "l", + "m", + "n", + "p", + "q", + "r", + "s", + "sh", + "t", + "w", + "x", + "y", + "z", + "zh", ] _pinyin_finals_tone = [ # tone 4 (à) - "a", "ai", "an", "ang", "ao", - "e", "ei", "en", "eng", "er", - "i", "in", "ing", "iu", - "o", "ong", "ou", - "u", "uang", "ue", "un", "uo", + "a", + "ai", + "an", + "ang", + "ao", + "e", + "ei", + "en", + "eng", + "er", + "i", + "in", + "ing", + "iu", + "o", + "ong", + "ou", + "u", + "uang", + "ue", + "un", + "uo", ] _pinyin_finals_tone2 = [ # tone 2 (á) - "a", "ai", "an", "ang", "ao", - "e", "ei", "en", "eng", "er", - "i", "in", "ing", - "o", "ong", "ou", - "u", "uai", "uan", "uang", + "a", + "ai", + "an", + "ang", + "ao", + "e", + "ei", + "en", + "eng", + "er", + "i", + "in", + "ing", + "o", + "ong", + "ou", + "u", + "uai", + "uan", + "uang", "v", ] _pinyin_finals_tone3 = [ # tone 3 (ǎ) - "a", "ai", "an", "ang", "ao", - "e", "ei", "en", "eng", "er", - "i", "in", "ing", - "o", "ong", "ou", - "u", "uai", "uan", "uang", + "a", + "ai", + "an", + "ang", + "ao", + "e", + "ei", + "en", + "eng", + "er", + "i", + "in", + "ing", + "o", + "ong", + "ou", + "u", + "uai", + "uan", + "uang", "v", ] _pinyin_finals_tone1 = [ # tone 1 (ā) - "a", "ai", "an", "ang", "ao", - "e", "ei", "en", "eng", - "i", "in", "ing", - "o", "ong", "ou", - "u", "uai", "uan", "uang", "ue", "un", "uo", + "a", + "ai", + "an", + "ang", + "ao", + "e", + "ei", + "en", + "eng", + "i", + "in", + "ing", + "o", + "ong", + "ou", + "u", + "uai", + "uan", + "uang", + "ue", + "un", + "uo", ] _pinyin = [] for _py in _pinyin_initials: _pinyin.append(f"[{_py}]") - for _py in ( - "a ai an ang ao e ei en eng i ian in ing iu o ong ou u uang ue un uo" - .split() - ): + for ( + _py + ) in "a ai an ang ao e ei en eng i ian in ing iu o ong ou u uang ue un uo".split(): _pinyin.append(f"[{_py}]") # Toned pinyin finals. _toned = ( @@ -428,9 +558,7 @@ def list_spks(self) -> list: """Return the list of cached zero-shot speaker ids.""" return list(self.spk2info.keys()) - def add_zero_shot_spk( - self, prompt_text: str, prompt_wav, spk_id: str - ) -> bool: + def add_zero_shot_spk(self, prompt_text: str, prompt_wav, spk_id: str) -> bool: """Extract and cache prompt features under a speaker identifier.""" if not spk_id: raise ValueError("spk_id must not be empty") diff --git a/mlx_audio/tts/models/cosyvoice3/frontend_utils.py b/mlx_audio/tts/models/cosyvoice3/frontend_utils.py index d01aa63af..ccd16b739 100644 --- a/mlx_audio/tts/models/cosyvoice3/frontend_utils.py +++ b/mlx_audio/tts/models/cosyvoice3/frontend_utils.py @@ -128,7 +128,7 @@ def _should_merge(t: str) -> bool: for i, c in enumerate(text): if c in pounc: if len(text[st:i]) > 0: - utts.append(text[st : i] + c) + utts.append(text[st:i] + c) if i + 1 < len(text) and text[i + 1] in ['"', "”"]: tmp = utts.pop(-1) utts.append(tmp + text[i + 1]) @@ -139,7 +139,10 @@ def _should_merge(t: str) -> bool: final_utts = [] cur_utt = "" for utt in utts: - if _calc_utt_length(cur_utt + utt) > token_max_n and _calc_utt_length(cur_utt) > token_min_n: + if ( + _calc_utt_length(cur_utt + utt) > token_max_n + and _calc_utt_length(cur_utt) > token_min_n + ): final_utts.append(cur_utt) cur_utt = "" cur_utt = cur_utt + utt diff --git a/mlx_audio/tts/models/cosyvoice3/hift.py b/mlx_audio/tts/models/cosyvoice3/hift.py index e9d809130..b1b50df88 100644 --- a/mlx_audio/tts/models/cosyvoice3/hift.py +++ b/mlx_audio/tts/models/cosyvoice3/hift.py @@ -78,7 +78,9 @@ def __call__(self, x: mx.array) -> mx.array: class CausalConv1dDownSample(nn.Module): """Strided convolution with left-context padding.""" - def __init__(self, in_channels: int, out_channels: int, kernel_size: int, stride: int): + def __init__( + self, in_channels: int, out_channels: int, kernel_size: int, stride: int + ): super().__init__() scale = math.sqrt(1 / (in_channels * kernel_size)) self.weight = mx.random.uniform( @@ -97,7 +99,9 @@ def __call__(self, x: mx.array) -> mx.array: class CausalConv1dUpsample(nn.Module): """Nearest-neighbor upsampling followed by causal convolution.""" - def __init__(self, in_channels: int, out_channels: int, kernel_size: int, stride: int): + def __init__( + self, in_channels: int, out_channels: int, kernel_size: int, stride: int + ): super().__init__() scale = math.sqrt(1 / (in_channels * kernel_size)) self.weight = mx.random.uniform( @@ -121,11 +125,15 @@ class ResBlock(nn.Module): def __init__(self, channels: int, kernel_size: int, dilations: List[int]): super().__init__() self.convs1 = [ - CausalConv1d(channels, channels, kernel_size, dilation=d, causal_type="left") + CausalConv1d( + channels, channels, kernel_size, dilation=d, causal_type="left" + ) for d in dilations ] self.convs2 = [ - CausalConv1d(channels, channels, kernel_size, dilation=1, causal_type="left") + CausalConv1d( + channels, channels, kernel_size, dilation=1, causal_type="left" + ) for _ in dilations ] self.activations1 = [Snake(channels, alpha_logscale=False) for _ in dilations] @@ -153,14 +161,26 @@ class CausalConvRNNF0Predictor(nn.Module): (kernel 3) — matches ``cosyvoice...CausalConvRNNF0Predictor``. """ - def __init__(self, num_class: int = 1, in_channels: int = 80, cond_channels: int = 512): + def __init__( + self, num_class: int = 1, in_channels: int = 80, cond_channels: int = 512 + ): super().__init__() self.condnet = [ - CausalConv1d(in_channels, cond_channels, kernel_size=4, causal_type="right"), - CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), - CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), - CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), - CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), + CausalConv1d( + in_channels, cond_channels, kernel_size=4, causal_type="right" + ), + CausalConv1d( + cond_channels, cond_channels, kernel_size=3, causal_type="left" + ), + CausalConv1d( + cond_channels, cond_channels, kernel_size=3, causal_type="left" + ), + CausalConv1d( + cond_channels, cond_channels, kernel_size=3, causal_type="left" + ), + CausalConv1d( + cond_channels, cond_channels, kernel_size=3, causal_type="left" + ), ] self.classifier = nn.Linear(cond_channels, num_class) @@ -218,8 +238,12 @@ def __call__(self, f0: mx.array) -> Tuple[mx.array, mx.array, mx.array]: rad_down = mx.swapaxes(rad_down_t, 1, 2) # (B, T_down, H+1) phase_down = mx.cumsum(rad_down, axis=1) * 2 * math.pi # (B, T_down, H+1) - phase_down_t = mx.swapaxes(phase_down, 1, 2) * self.upsample_scale # (B, H+1, T_down) - phase_t = mx.repeat(phase_down_t, self.upsample_scale, axis=-1) # nearest upsample + phase_down_t = ( + mx.swapaxes(phase_down, 1, 2) * self.upsample_scale + ) # (B, H+1, T_down) + phase_t = mx.repeat( + phase_down_t, self.upsample_scale, axis=-1 + ) # nearest upsample diff = T - phase_t.shape[-1] if diff > 0: @@ -254,7 +278,12 @@ def __init__( self.sine_amp = sine_amp self.noise_std = add_noise_std self.l_sin_gen = CausalSineGen( - sampling_rate, upsample_scale, harmonic_num, sine_amp, add_noise_std, voiced_threshod + sampling_rate, + upsample_scale, + harmonic_num, + sine_amp, + add_noise_std, + voiced_threshod, ) self.l_linear = nn.Linear(harmonic_num + 1, 1) @@ -285,7 +314,9 @@ def __init__(self, config: HiFTConfig): self.num_kernels = len(config.resblock_kernel_sizes) self.num_upsamples = len(config.upsample_rates) - upsample_scale = math.prod(config.upsample_rates) * config.istft_params["hop_len"] + upsample_scale = ( + math.prod(config.upsample_rates) * config.istft_params["hop_len"] + ) self.f0_upsample_scale = upsample_scale self.m_source = CausalSourceModuleHnNSF( @@ -308,7 +339,10 @@ def __init__(self, config: HiFTConfig): self.ups = [ CausalConv1dUpsample( - config.base_channels // (2**i), config.base_channels // (2 ** (i + 1)), k, u + config.base_channels // (2**i), + config.base_channels // (2 ** (i + 1)), + k, + u, ) for i, (u, k) in enumerate( zip(config.upsample_rates, config.upsample_kernel_sizes) @@ -335,24 +369,36 @@ def __init__(self, config: HiFTConfig): if u == 1: self.source_downs.append( CausalConv1d( - config.istft_params["n_fft"] + 2, ch, 1, dilation=1, causal_type="left" + config.istft_params["n_fft"] + 2, + ch, + 1, + dilation=1, + causal_type="left", ) ) else: self.source_downs.append( - CausalConv1dDownSample(config.istft_params["n_fft"] + 2, ch, u * 2, u) + CausalConv1dDownSample( + config.istft_params["n_fft"] + 2, ch, u * 2, u + ) ) self.source_resblocks.append(ResBlock(ch, k, d)) self.resblocks = [] for i in range(len(self.ups)): ch = config.base_channels // (2 ** (i + 1)) - for k, d in zip(config.resblock_kernel_sizes, config.resblock_dilation_sizes): + for k, d in zip( + config.resblock_kernel_sizes, config.resblock_dilation_sizes + ): self.resblocks.append(ResBlock(ch, k, d)) final_ch = config.base_channels // (2 ** len(self.ups)) self.conv_post = CausalConv1d( - final_ch, config.istft_params["n_fft"] + 2, 7, dilation=1, causal_type="left" + final_ch, + config.istft_params["n_fft"] + 2, + 7, + dilation=1, + causal_type="left", ) self.stft_window = hann_window_periodic(config.istft_params["n_fft"]) @@ -365,11 +411,20 @@ def _f0_upsample(self, f0: mx.array) -> mx.array: return mx.repeat(f0, self.f0_upsample_scale, axis=2) def _stft(self, x: mx.array) -> tuple: - return stft(x, self.istft_params["n_fft"], self.istft_params["hop_len"], self.stft_window) + return stft( + x, + self.istft_params["n_fft"], + self.istft_params["hop_len"], + self.stft_window, + ) def _istft(self, magnitude: mx.array, phase: mx.array) -> mx.array: return istft( - magnitude, phase, self.istft_params["n_fft"], self.istft_params["hop_len"], self.stft_window + magnitude, + phase, + self.istft_params["n_fft"], + self.istft_params["hop_len"], + self.stft_window, ) def decode(self, x: mx.array, s: mx.array) -> mx.array: @@ -399,7 +454,8 @@ def decode(self, x: mx.array, s: mx.array) -> mx.array: start_idx = i * self.num_kernels x = mx.mean( mx.stack( - [self.resblocks[start_idx + j](x) for j in range(self.num_kernels)], axis=0 + [self.resblocks[start_idx + j](x) for j in range(self.num_kernels)], + axis=0, ), axis=0, ) diff --git a/mlx_audio/tts/models/cosyvoice3/llm.py b/mlx_audio/tts/models/cosyvoice3/llm.py index 4b70b7490..f8c1d430d 100644 --- a/mlx_audio/tts/models/cosyvoice3/llm.py +++ b/mlx_audio/tts/models/cosyvoice3/llm.py @@ -45,7 +45,10 @@ def __init__(self, config: LLMConfig): self.fill_token = config.speech_token_size + 3 # any id >= speech_token_size terminates decoding self.stop_token_ids = list( - range(config.speech_token_size, config.speech_token_size + config.speech_vocab_extra) + range( + config.speech_token_size, + config.speech_token_size + config.speech_vocab_extra, + ) ) # Qwen2 backbone (mlx_lm), built eagerly: the mlx-audio loader calls @@ -135,7 +138,9 @@ def inference( if prompt_speech_token is not None and prompt_speech_token.shape[1] > 0: prompt_speech_emb = self.speech_embedding(prompt_speech_token) else: - prompt_speech_emb = mx.zeros((1, 0, self.llm_input_size), dtype=text_emb.dtype) + prompt_speech_emb = mx.zeros( + (1, 0, self.llm_input_size), dtype=text_emb.dtype + ) lm_input = mx.concatenate( [sos_emb, text_emb, task_id_emb, prompt_speech_emb], axis=1 ) @@ -164,8 +169,13 @@ def inference( mask = mask.at[idx].add(mx.array(float("-inf"))) logits = logits + mask top_id = ras_sampling( - logits, out_tokens, sampling, top_p=top_p, top_k=top_k, - win_size=win_size, tau_r=tau_r, + logits, + out_tokens, + sampling, + top_p=top_p, + top_k=top_k, + win_size=win_size, + tau_r=tau_r, ) if top_id in self.stop_token_ids: break @@ -177,4 +187,6 @@ def sanitize(self, weights: dict) -> dict: """Map checkpoint keys to this module's tree.""" from .convert import convert_llm_weights - return convert_llm_weights(weights, tie_word_embeddings=self.config.tie_word_embeddings) + return convert_llm_weights( + weights, tie_word_embeddings=self.config.tie_word_embeddings + ) diff --git a/mlx_audio/tts/tests/test_cosyvoice3.py b/mlx_audio/tts/tests/test_cosyvoice3.py index 9ad340716..384cb8346 100644 --- a/mlx_audio/tts/tests/test_cosyvoice3.py +++ b/mlx_audio/tts/tests/test_cosyvoice3.py @@ -44,10 +44,7 @@ from mlx_audio.tts.models.cosyvoice3.frontend import _first_existing_optional from mlx_audio.tts.models.cosyvoice3.hift import CausalHiFTGenerator from mlx_audio.tts.models.cosyvoice3.llm import CosyVoice3LM -from mlx_audio.tts.models.cosyvoice3.sampling import ( - nucleus_sampling, - ras_sampling, -) +from mlx_audio.tts.models.cosyvoice3.sampling import nucleus_sampling, ras_sampling def _tiny_llm_config() -> LLMConfig: @@ -178,8 +175,14 @@ def test_token_to_mel_end_to_end(self): embedding = mx.random.normal((1, 192)) mel = flow.inference( - token, token_len, prompt_token, prompt_token_len, prompt_feat, None, - embedding, n_timesteps=3, + token, + token_len, + prompt_token, + prompt_token_len, + prompt_feat, + None, + embedding, + n_timesteps=3, ) mx.eval(mel) expected_target_frames = (5 + 6) * config.token_mel_ratio - 10 @@ -276,8 +279,11 @@ def test_autoregressive_decode(self): prompt_speech = mx.array([[10, 11]], dtype=mx.int32) tokens = lm.inference( - text, prompt_text, prompt_speech, - min_token_text_ratio=0.5, max_token_text_ratio=5.0, + text, + prompt_text, + prompt_speech, + min_token_text_ratio=0.5, + max_token_text_ratio=5.0, ) self.assertIsInstance(tokens, list) self.assertLessEqual(len(tokens), int(4 * 5.0)) @@ -331,8 +337,13 @@ def test_ras_sampling_suppresses_heavy_repetition(self): logits = mx.array([100.0, 0.0, 0.0]) decoded = [0] * 10 # window full of the dominant candidate result = ras_sampling( - logits, decoded, sampling=25, top_p=0.8, top_k=25, - win_size=10, tau_r=0.1, + logits, + decoded, + sampling=25, + top_p=0.8, + top_k=25, + win_size=10, + tau_r=0.1, ) self.assertNotEqual(result, 0) @@ -387,15 +398,27 @@ def test_convert_flow_weights_matches_real_checkpoint_key_layout(self): torch_state = { # FeedForward.ff = Sequential(Sequential(Linear, GELU), Dropout, Linear) - "decoder.estimator.transformer_blocks.0.ff.ff.0.0.weight": mx.zeros((2048, 1024)), + "decoder.estimator.transformer_blocks.0.ff.ff.0.0.weight": mx.zeros( + (2048, 1024) + ), "decoder.estimator.transformer_blocks.0.ff.ff.0.0.bias": mx.zeros((2048,)), - "decoder.estimator.transformer_blocks.0.ff.ff.2.weight": mx.zeros((1024, 2048)), + "decoder.estimator.transformer_blocks.0.ff.ff.2.weight": mx.zeros( + (1024, 2048) + ), "decoder.estimator.transformer_blocks.0.ff.ff.2.bias": mx.zeros((1024,)), # CausalConvPositionEmbedding.conv{1,2} = Sequential(Conv1d, Mish) - "decoder.estimator.input_embed.conv_pos_embed.conv1.0.weight": mx.zeros((1024, 64, 31)), - "decoder.estimator.input_embed.conv_pos_embed.conv1.0.bias": mx.zeros((1024,)), - "decoder.estimator.input_embed.conv_pos_embed.conv2.0.weight": mx.zeros((1024, 64, 31)), - "decoder.estimator.input_embed.conv_pos_embed.conv2.0.bias": mx.zeros((1024,)), + "decoder.estimator.input_embed.conv_pos_embed.conv1.0.weight": mx.zeros( + (1024, 64, 31) + ), + "decoder.estimator.input_embed.conv_pos_embed.conv1.0.bias": mx.zeros( + (1024,) + ), + "decoder.estimator.input_embed.conv_pos_embed.conv2.0.weight": mx.zeros( + (1024, 64, 31) + ), + "decoder.estimator.input_embed.conv_pos_embed.conv2.0.bias": mx.zeros( + (1024,) + ), # TimestepEmbedding.time_mlp = Sequential(Linear, SiLU, Linear) "decoder.estimator.time_embed.time_mlp.0.weight": mx.zeros((1024, 256)), "decoder.estimator.time_embed.time_mlp.0.bias": mx.zeros((1024,)), @@ -406,8 +429,12 @@ def test_convert_flow_weights_matches_real_checkpoint_key_layout(self): } converted = convert_flow_weights(torch_state) - self.assertIn("decoder.estimator.transformer_blocks.0.ff.ff.0.weight", converted) - self.assertIn("decoder.estimator.transformer_blocks.0.ff.ff.1.weight", converted) + self.assertIn( + "decoder.estimator.transformer_blocks.0.ff.ff.0.weight", converted + ) + self.assertIn( + "decoder.estimator.transformer_blocks.0.ff.ff.1.weight", converted + ) self.assertNotIn( "decoder.estimator.transformer_blocks.0.ff.ff.0.0.weight", converted ) @@ -419,7 +446,9 @@ def test_convert_flow_weights_matches_real_checkpoint_key_layout(self): # conv weights land in MLX's (out, k, in) layout, not raw PyTorch (out, in, k) self.assertEqual( - converted["decoder.estimator.input_embed.conv_pos_embed.conv1.weight"].shape, + converted[ + "decoder.estimator.input_embed.conv_pos_embed.conv1.weight" + ].shape, (1024, 31, 64), ) @@ -427,7 +456,11 @@ def test_convert_flow_weights_matches_real_checkpoint_key_layout(self): flow = CausalMaskedDiffWithDiT(_tiny_flow_config()) real_keys = set(dict(tree_flatten(flow.parameters())).keys()) for k in converted: - self.assertIn(k, real_keys, f"{k} has no matching parameter in CausalMaskedDiffWithDiT") + self.assertIn( + k, + real_keys, + f"{k} has no matching parameter in CausalMaskedDiffWithDiT", + ) def test_convert_llm_weights_matches_real_checkpoint_key_layout(self): """Regression test pinned to the real llm.pt state_dict layout @@ -464,7 +497,9 @@ def test_convert_llm_weights_matches_real_checkpoint_key_layout(self): m = CosyVoice3LM(cfg) real_keys = set(dict(tree_flatten(m.parameters())).keys()) for k in tied: - self.assertIn(k, real_keys, f"{k} has no matching parameter in CosyVoice3LM") + self.assertIn( + k, real_keys, f"{k} has no matching parameter in CosyVoice3LM" + ) def test_convert_hift_weights_matches_real_checkpoint_key_layout(self): """Regression test pinned to the real hift.pt state_dict layout @@ -488,11 +523,21 @@ def test_convert_hift_weights_matches_real_checkpoint_key_layout(self): "ups.0.parametrizations.weight.original0": mx.ones((256, 1, 1)), "ups.0.parametrizations.weight.original1": mx.ones((256, 512, 16)) * 0.1, "ups.0.bias": mx.zeros((256,)), - "f0_predictor.condnet.0.parametrizations.weight.original0": mx.ones((512, 1, 1)), - "f0_predictor.condnet.0.parametrizations.weight.original1": mx.ones((512, 80, 4)) * 0.1, + "f0_predictor.condnet.0.parametrizations.weight.original0": mx.ones( + (512, 1, 1) + ), + "f0_predictor.condnet.0.parametrizations.weight.original1": mx.ones( + (512, 80, 4) + ) + * 0.1, "f0_predictor.condnet.0.bias": mx.zeros((512,)), - "f0_predictor.condnet.2.parametrizations.weight.original0": mx.ones((512, 1, 1)), - "f0_predictor.condnet.2.parametrizations.weight.original1": mx.ones((512, 512, 3)) * 0.1, + "f0_predictor.condnet.2.parametrizations.weight.original0": mx.ones( + (512, 1, 1) + ), + "f0_predictor.condnet.2.parametrizations.weight.original1": mx.ones( + (512, 512, 3) + ) + * 0.1, "f0_predictor.condnet.2.bias": mx.zeros((512,)), } converted = convert_hift_weights(torch_state) @@ -507,7 +552,9 @@ def test_convert_hift_weights_matches_real_checkpoint_key_layout(self): hift = CausalHiFTGenerator(HiFTConfig()) real = dict(tree_flatten(hift.parameters())) for k, v in converted.items(): - self.assertIn(k, real, f"{k} has no matching parameter in CausalHiFTGenerator") + self.assertIn( + k, real, f"{k} has no matching parameter in CausalHiFTGenerator" + ) self.assertEqual(v.shape, real[k].shape, f"{k} shape mismatch") @@ -517,7 +564,8 @@ def test_sanitize_routes_by_prefix(self): each sub-module's own sanitize (which may drop unknown keys — see e.g. CausalHiFTGenerator.sanitize, which only keeps keys matching its real parameter tree).""" - from mlx_audio.tts.models.cosyvoice3 import Model, ModelConfig as MC + from mlx_audio.tts.models.cosyvoice3 import Model + from mlx_audio.tts.models.cosyvoice3 import ModelConfig as MC model = Model(MC()) weights = { @@ -578,14 +626,19 @@ def frontend_zero_shot(self, tts_text, prompt_text, prompt_wav, spk_id=""): } def frontend_instruct2(self, tts_text, instruct, prompt_wav): - return self.frontend_zero_shot(tts_text, prompt_text="", prompt_wav=prompt_wav) + return self.frontend_zero_shot( + tts_text, prompt_text="", prompt_wav=prompt_wav + ) model.frontend = MockFrontEnd() results = list( model.generate( - text="hello", ref_audio="dummy.wav", ref_text="ref", - n_timesteps=2, sampling=5, + text="hello", + ref_audio="dummy.wav", + ref_text="ref", + n_timesteps=2, + sampling=5, ) ) self.assertEqual(len(results), 1)

.weight_v + elif k.endswith(".weight_g"): + base = k[: -len(".weight_g")] + g = state[k] + v = state.get(base + ".weight_v") + if v is not None: + out[base + ".weight"] = fold_weight_norm(g, v) + consumed.add(k) + consumed.add(base + ".weight_v") + for k, val in state.items(): + if k in consumed or k.endswith(".num_batches_tracked"): + continue + if k not in out: + out[k] = val + return out + + +# --------------------------------------------------------------------------- # +# per-component conversion (key remap scaffolding) +# --------------------------------------------------------------------------- # +def convert_llm_weights( + torch_state: Dict[str, mx.array], tie_word_embeddings: bool = True +) -> Dict[str, mx.array]: + """llm.pt -> CosyVoice3LM tree. + + Reference keys (PyTorch): llm.model.model.* (Qwen2), llm.model.lm_head.*, + llm_decoder.weight, speech_embedding.weight. Map llm.model.model.* -> + llm.model.* (mlx_lm Qwen2). + + ``llm.model.lm_head.weight`` is dropped when ``tie_word_embeddings`` (the + v3 default): it is then bit-for-bit identical to embed_tokens.weight + (verified against a real checkpoint), and mlx_lm's Qwen2 only allocates a + separate ``lm_head`` parameter when weights are *not* tied. When untied, + it is kept and remapped to ``llm.lm_head.weight``. + """ + out: Dict[str, mx.array] = {} + for k, v in torch_state.items(): + if k == "llm.model.lm_head.weight": + if tie_word_embeddings: + continue + out["llm.lm_head.weight"] = v + continue + nk = k + if k.startswith("llm.model.model."): + nk = "llm.model." + k[len("llm.model.model.") :] + out[nk] = v + return out + + +def _remap_dit_sequential_indices(key: str) -> str: + """Collapse PyTorch nn.Sequential indices that skip non-parametric layers. + + The reference DiT stores a few blocks as ``nn.Sequential`` with an + activation/dropout interleaved between the parametric layers, e.g. + ``FeedForward.ff = Sequential(Sequential(Linear, GELU), Dropout, Linear)``. + This module's MLX tree stores only the parametric layers in a plain list, + so ``ff.ff.0.0.*`` -> ``ff.ff.0.*`` and ``ff.ff.2.*`` -> ``ff.ff.1.*``. + Likewise ``conv_pos_embed.conv{1,2}.0.*`` -> ``conv_pos_embed.conv{1,2}.*`` + (Sequential(Conv1d, Mish)) and ``time_mlp.2.*`` -> ``time_mlp.1.*`` + (Sequential(Linear, SiLU, Linear)). + """ + key = re.sub(r"(\.ff\.ff\.)0\.0\.", r"\g<1>0.", key) + key = re.sub(r"(\.ff\.ff\.)2\.", r"\g<1>1.", key) + key = re.sub(r"(\.conv_pos_embed\.conv[12]\.)0\.", r"\1", key) + key = re.sub(r"(\.time_mlp\.)2\.", r"\g<1>1.", key) + return key + + +def convert_flow_weights(torch_state: Dict[str, mx.array]) -> Dict[str, mx.array]: + """flow.pt -> CausalMaskedDiffWithDiT tree (incl. DiT estimator). + + Transpose Conv1d weights (input_embedding is an Embedding, left as-is; + pre_lookahead conv1/conv2 and DiT conv layers need conv1d_to_mlx) and + collapse the DiT's nn.Sequential index gaps (see + ``_remap_dit_sequential_indices``). + + ``rotary_embed.inv_freq`` is dropped: it is a non-persistent buffer in the + reference RotaryEmbedding (recomputed from theta/dim, not learned), and + this module's ``RotaryEmbedding`` is a plain Python helper (not an + ``nn.Module``) that recomputes the identical values on demand — verified + against a real checkpoint to match bit-for-bit. + """ + out: Dict[str, mx.array] = {} + for k, v in torch_state.items(): + if k.endswith("rotary_embed.inv_freq"): + continue + nk = _remap_dit_sequential_indices(k) + if v.ndim == 3 and (".conv" in nk or "dwconv" in nk or "pre_lookahead" in nk): + v = conv1d_to_mlx(v) + out[nk] = v + return out + + +def convert_hift_weights(torch_state: Dict[str, mx.array]) -> Dict[str, mx.array]: + """hift.pt -> CausalHiFTGenerator tree. Fold weight_norm; transpose convs. + + Every conv in the causal generator (including ``ups.*``) is a plain + ``torch.nn.Conv1d`` subclass — ``CausalConv1dUpsample`` upsamples via + nearest-neighbor + a regular conv rather than ``ConvTranspose1d`` — so all + ndim==3 weights use the same (out, in, k) -> (out, k, in) transpose. + ``f0_predictor.condnet.{0,2,4,6,8}`` (PyTorch nn.Sequential interleaving + ELU at the odd indices) collapse to this module's flat ``condnet`` list + indices ``{0,1,2,3,4}``. + """ + state = _merge_weight_norm(torch_state) + out: Dict[str, mx.array] = {} + for k, v in state.items(): + nk = re.sub( + r"f0_predictor\.condnet\.([02468])\.", + lambda m: f"f0_predictor.condnet.{int(m.group(1)) // 2}.", + k, + ) + if v.ndim == 3: + v = conv1d_to_mlx(v) + out[nk] = v + return out + + +# --------------------------------------------------------------------------- # +# end-to-end asset conversion (mirrors codec/models/stepaudio2/convert.py) +# --------------------------------------------------------------------------- # +def load_torch_state(path: Union[str, Path]) -> Dict[str, mx.array]: + import torch + + state = torch.load(str(path), map_location="cpu", weights_only=True) + return {k: mx.array(v.detach().cpu().float().numpy()) for k, v in state.items()} + + +def convert_cosyvoice3_assets( + input_dir: Union[str, Path], output_dir: Union[str, Path] +) -> None: + """Convert a raw CosyVoice3 checkpoint dir into the mlx-audio layout. + + ``input_dir`` is the real checkpoint directory shipped by ModelScope/HF + (``llm.pt``, ``flow.pt``, ``hift.pt``, ``CosyVoice-BlankEN/`` HF Qwen2 + dir, ``campplus.onnx``, ``speech_tokenizer_v3.onnx``). Produces, flat in + ``output_dir`` (required by ``AutoTokenizer.from_pretrained`` and + ``CosyVoice3FrontEnd._first_existing_optional``, neither of which search + nested paths): ``config.json``, ``model.safetensors``, the Qwen2 + tokenizer files, and the onnx assets. + """ + import json + import shutil + + input_dir = Path(input_dir) + output_dir = Path(output_dir) + output_dir.mkdir(parents=True, exist_ok=True) + + weights: Dict[str, mx.array] = {} + for prefix, filename in (("llm", "llm.pt"), ("flow", "flow.pt"), ("hift", "hift.pt")): + state = load_torch_state(input_dir / filename) + for k, v in state.items(): + weights[f"{prefix}.{k}"] = v + + # Save raw (unsanitized) weights: base_load_model calls model.sanitize() + # itself at load time, and convert_flow_weights's Conv1d transpose is not + # idempotent — sanitizing here too would double-transpose on load. + mx.save_safetensors(str(output_dir / "model.safetensors"), weights) + + config = {"model_type": "cosyvoice3", "use_onnx_speech_tokenizer": True} + with open(output_dir / "config.json", "w", encoding="utf-8") as f: + json.dump(config, f, indent=2) + + qwen_dir = input_dir / "CosyVoice-BlankEN" + for name in ("tokenizer_config.json", "vocab.json", "merges.txt"): + src = qwen_dir / name + if src.exists(): + shutil.copyfile(src, output_dir / name) + + for name in ("campplus.onnx", "speech_tokenizer_v3.onnx"): + src = input_dir / name + if src.exists(): + shutil.copyfile(src, output_dir / name) + + +def main(): + import argparse + + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--torch-dir", required=True, help="raw checkpoint directory") + parser.add_argument("--out", required=True, help="output mlx-audio model directory") + args = parser.parse_args() + convert_cosyvoice3_assets(args.torch_dir, args.out) + + +if __name__ == "__main__": + main() diff --git a/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py b/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py new file mode 100644 index 000000000..7f7fe85ea --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/cosyvoice3.py @@ -0,0 +1,354 @@ +"""CosyVoice3 text-to-speech model. + +The model generates speech tokens from text, converts them to mel spectrograms +with a flow decoder, then synthesizes the final waveform with HiFT. +""" + +import math +import time +from pathlib import Path +from typing import Generator, Optional + +import mlx.core as mx +import mlx.nn as nn + +from ..base import GenerationResult +from .config import ModelConfig +from .flow import CausalMaskedDiffWithDiT +from .frontend import CosyVoice3FrontEnd +from .hift import CausalHiFTGenerator +from .llm import CosyVoice3LM + + +class CosyVoice3(nn.Module): + """CosyVoice3 text-to-speech.""" + + # The frontend internally resamples ref_audio to two different rates + # (16kHz for the speech tokenizer/speaker encoder, 24kHz for the prompt + # mel) — see frontend.py's S3_SAMPLE_RATE vs self.sample_rate. generate.py + # otherwise pre-loads ref_audio to a single fixed sample rate as an + # mx.array before calling generate(); mlx_audio.utils.load_audio() then + # returns that array unchanged (ignoring the requested sample_rate) on + # every subsequent call, silently feeding wrong-rate audio into whichever + # stage didn't get the rate it was loaded at. Preserving the raw path lets + # the frontend re-load it correctly at each rate it actually needs. + preserve_ref_audio_path = True + + def __init__(self, config: ModelConfig): + super().__init__() + self.config = config + + self.llm = CosyVoice3LM(config.llm) + self.flow = CausalMaskedDiffWithDiT(config.flow) + self.hift = CausalHiFTGenerator(config.hift) + + # populated by post_load_hook + self.frontend: Optional[CosyVoice3FrontEnd] = None + + # ------------------------------------------------------------------ # + # mlx-audio contract + # ------------------------------------------------------------------ # + @property + def sample_rate(self) -> int: + return self.config.sample_rate + + def sanitize(self, weights: dict) -> dict: + """Route checkpoint weights to their matching submodules.""" + buckets: dict[str, dict] = {"llm": {}, "flow": {}, "hift": {}} + passthrough: dict = {} + for k, v in weights.items(): + for name in buckets: + if k.startswith(name + "."): + buckets[name][k[len(name) + 1 :]] = v + break + else: + passthrough[k] = v + + out = dict(passthrough) + for name, sub in ( + ("llm", self.llm), + ("flow", self.flow), + ("hift", self.hift), + ): + sub_weights = sub.sanitize(buckets[name]) if buckets[name] else {} + for k, v in sub_weights.items(): + out[f"{name}.{k}"] = v + return out + + @classmethod + def post_load_hook(cls, model: "CosyVoice3", model_path: Path) -> "CosyVoice3": + """Load tokenizer / speaker encoder after weights are in place. + + Speech tokenizer (S3TokenizerV2) is loaded lazily on first use inside + the frontend, since it ships from a separate HF repo. Optional + spk2info (preset speakers for SFT mode) is left as a TODO. + """ + model.frontend = CosyVoice3FrontEnd.from_model_path( + model_path, + sample_rate=model.config.sample_rate, + endofprompt_token=model.config.llm.endofprompt_token, + use_onnx_speech_tokenizer=model.config.use_onnx_speech_tokenizer, + ) + return model + + # ------------------------------------------------------------------ # + # inference + # ------------------------------------------------------------------ # + def _drop_overlong_silence(self, speech_ids: list) -> list: + """Limit consecutive silent or breath tokens before flow decoding.""" + silent = set(self.config.silent_tokens) + max_run = self.config.max_silent_token_num + out = [] + run = 0 + for tok in speech_ids: + if tok in silent: + run += 1 + if run > max_run: + continue + else: + run = 0 + out.append(tok) + return out + + def _tame_tail_hiss( + self, + audio: mx.array, + window_ms: float = 100.0, + hf_cutoff_hz: float = 4000.0, + rms_db_threshold: float = -45.0, + hf_ratio_threshold: float = 0.20, + fade_ms: float = 60.0, + ) -> mx.array: + """Fade out an anomalous high-frequency tail burst. + + LLM speech-token sampling is stochastic; rare trailing token + sequences make the flow/HiFT decode a loud, hissy ("snake-like") + burst in the final ~100ms instead of a clean tail. Rather than + chase the exact bad token pattern, detect the acoustic signature + directly — a tail window that is both audible (RMS above + ``rms_db_threshold``) AND unusually bright (energy above + ``hf_cutoff_hz`` exceeding ``hf_ratio_threshold`` of total FFT + energy, versus ~1-5% for a normal voiced/silent tail) — and fade it + to silence instead of leaving the hiss in the output. + """ + n = int(window_ms / 1000 * self.config.sample_rate) + if n <= 0 or audio.shape[0] <= n: + return audio + seg = audio[-n:] + rms = mx.sqrt(mx.mean(seg**2) + 1e-12) + rms_db = 20 * mx.log10(rms + 1e-12) + if rms_db.item() <= rms_db_threshold: + return audio + + window = mx.array( + [0.5 * (1 - math.cos(2 * math.pi * i / n)) for i in range(n)] + ) + spectrum = mx.abs(mx.fft.rfft(seg * window)) ** 2 + freqs = mx.fft.rfftfreq(n, 1 / self.config.sample_rate) + hf_ratio = mx.sum(spectrum * (freqs > hf_cutoff_hz)) / ( + mx.sum(spectrum) + 1e-12 + ) + if hf_ratio.item() <= hf_ratio_threshold: + return audio + + fade_n = min(int(fade_ms / 1000 * self.config.sample_rate), audio.shape[0] - n) + fade_n = max(fade_n, 0) + fade_curve = mx.concatenate( + [ + mx.ones(audio.shape[0] - n - fade_n), + mx.linspace(1.0, 0.0, fade_n), + mx.zeros(n), + ] + ) + return audio * fade_curve + + # ---- spk2info convenience methods (delegate to frontend) ---- + + def add_zero_shot_spk( + self, prompt_text: str, prompt_wav, spk_id: str + ) -> bool: + """Cache the acoustic prompt for *spk_id* so it can be reused.""" + if self.frontend is None: + raise RuntimeError("frontend not initialized") + return self.frontend.add_zero_shot_spk(prompt_text, prompt_wav, spk_id) + + def list_spks(self) -> list: + """Return cached zero-shot speaker ids.""" + if self.frontend is None: + return [] + return self.frontend.list_spks() + + def save_spkinfo(self, path: str) -> None: + """Persist cached speaker presets to *path* (safetensors).""" + if self.frontend is None: + raise RuntimeError("frontend not initialized") + self.frontend.save_spkinfo(path) + + def load_spkinfo(self, path: str) -> int: + """Load speaker presets from a safetensors file saved by save_spkinfo.""" + if self.frontend is None: + raise RuntimeError("frontend not initialized") + return self.frontend.load_spkinfo(path) + + # ---- inference ---- + + def generate( + self, + text: str, + ref_audio: Optional[str] = None, + ref_text: Optional[str] = None, + speed: float = 1.0, + n_timesteps: int = 10, + sampling: int = 25, + verbose: bool = False, + stream: bool = False, + cross_lingual: bool = False, + instruct: Optional[str] = None, + text_frontend: bool = True, + spk_id: str = "", + **kwargs, + ) -> Generator[GenerationResult, None, None]: + """Yield ``GenerationResult`` segments for ``text`` (zero-shot cloning). + + Pipeline: + 1. frontend: text_normalize → tokenize; extract prompt speech tokens, + prompt mel, and speaker x-vector from ref_audio. + 2. llm.inference(...) -> speech token ids. + 3. flow.inference(tokens, prompt...) -> mel. + 4. hift.inference(mel) -> waveform. + 5. wrap in GenerationResult. + + ``cross_lingual`` excludes reference text and speech tokens from the LLM + prompt while retaining reference-audio conditioning in later stages. + + ``instruct`` uses instruction text as the LLM prompt and is mutually + exclusive with ``cross_lingual``. + + ``text_frontend``: when ``True`` (default), ``text``, ``ref_text`` and + ``instruct`` are normalised before synthesis (Chinese: blank removal, + bracket replacement; English: number spelling). Set to ``False`` to + skip normalisation (e.g. when text already contains SSML-style tokens). + """ + if self.frontend is None: + raise RuntimeError( + "frontend not initialized — load via the mlx_audio loader " + "(post_load_hook) first" + ) + if ref_audio is None and not (spk_id and spk_id in self.frontend.spk2info): + raise ValueError( + "CosyVoice3 requires ref_audio for voice cloning " + "(or use --spk_id with a previously cached speaker)" + ) + if instruct is not None and cross_lingual: + raise ValueError( + "instruct and cross_lingual are mutually exclusive" + ) + + # Normalize synthesis inputs before constructing frontend features. + _norm = lambda t: self.frontend.text_normalize( + t, split=False, text_frontend=text_frontend + ) + text = _norm(text) + ref_text = _norm(ref_text or "") + if instruct is not None: + instruct = _norm(instruct) + + t0 = time.perf_counter() + + # 1. frontend — pick the right mode + if instruct is not None: + model_input = self.frontend.frontend_instruct2( + tts_text=text, + instruct=instruct, + prompt_wav=ref_audio, + ) + else: + model_input = self.frontend.frontend_zero_shot( + tts_text=text, + prompt_text=ref_text, + prompt_wav=ref_audio, + spk_id=spk_id, + ) + + # 2. LLM: text (+prompt) -> speech tokens + if instruct is not None: + # Instruction mode excludes reference speech tokens from the LLM prompt. + llm_prompt_text = model_input["prompt_text"] + llm_prompt_speech_token = model_input["prompt_speech_token"][:, :0] + elif cross_lingual: + llm_prompt_text = model_input["prompt_text"][:, :0] + llm_prompt_speech_token = model_input["prompt_speech_token"][:, :0] + else: + llm_prompt_text = model_input["prompt_text"] + llm_prompt_speech_token = model_input["prompt_speech_token"] + speech_ids = self.llm.inference( + text=model_input["text"], + prompt_text=llm_prompt_text, + prompt_speech_token=llm_prompt_speech_token, + sampling=sampling, + ) + speech_ids = self._drop_overlong_silence(speech_ids) + speech_token = mx.array([speech_ids], dtype=mx.int32) + token_len = mx.array([speech_token.shape[1]], dtype=mx.int32) + + # 3. flow: speech tokens -> mel + mel = self.flow.inference( + token=speech_token, + token_len=token_len, + prompt_token=model_input["prompt_speech_token"], + prompt_token_len=mx.array( + [model_input["prompt_speech_token"].shape[1]], dtype=mx.int32 + ), + prompt_feat=model_input["prompt_feat"], + prompt_feat_len=None, + embedding=model_input["embedding"], + n_timesteps=n_timesteps, + ) + + # Rescale the mel time axis before vocoding to change playback speed. + if speed != 1.0: + from .hift import _linear_interpolate_align_false + + new_t = int(mel.shape[2] / speed) + mel = _linear_interpolate_align_false(mel, new_t) + + # 4. hift: mel -> waveform + wav, _ = self.hift.inference(speech_feat=mel) + mx.eval(wav) + audio = wav[0] if wav.ndim == 2 else wav + audio = self._tame_tail_hiss(audio) + mx.eval(audio) + + # 5. GenerationResult + t1 = time.perf_counter() + audio_samples = int(audio.shape[0]) + dur = audio_samples / self.config.sample_rate + h = int(dur // 3600) + m = int((dur % 3600) // 60) + s = int(dur % 60) + ms = int((dur % 1) * 1000) + duration_str = f"{h:02d}:{m:02d}:{s:02d}.{ms:03d}" + + yield GenerationResult( + audio=audio, + sample_rate=self.config.sample_rate, + samples=audio_samples, + segment_idx=0, + token_count=len(speech_ids), + audio_samples={ + "samples": audio_samples, + "samples-per-sec": round(audio_samples / dur, 2) if dur > 0 else 0, + }, + audio_duration=duration_str, + real_time_factor=round(dur / (t1 - t0), 2) if (t1 - t0) > 0 else 0, + prompt={ + "tokens": len(speech_ids), + "tokens-per-sec": round(len(speech_ids) / dur, 2) if dur > 0 else 0, + }, + processing_time_seconds=t1 - t0, + peak_memory_usage=mx.get_peak_memory() / 1e9, + ) + + +# Alias required by the mlx-audio loader (base_load_model expects ``Model``). +Model = CosyVoice3 diff --git a/mlx_audio/tts/models/cosyvoice3/dit.py b/mlx_audio/tts/models/cosyvoice3/dit.py new file mode 100644 index 000000000..9596c0ed3 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/dit.py @@ -0,0 +1,390 @@ +"""CosyVoice3 DiT flow-matching estimator. + +The estimator accepts noised mels, conditioning mels, speaker embeddings, and +an optional prompt-mel condition, then returns a velocity field. It implements +full-context attention; streaming chunk masks are not supported. +""" + +import math +from typing import Optional + +import mlx.core as mx +import mlx.nn as nn + +# --------------------------------------------------------------------------- +# Rotary position embedding +# --------------------------------------------------------------------------- +# Applies interleaved rotary frequencies to the flattened q/k representation. +# The first dim_head channels are rotated before q/k are split into heads. + + +class RotaryEmbedding: + """Interleaved rotary embedding with a cached cosine/sine table.""" + + def __init__(self, dim: int, theta: float = 10000.0): + self.dim = dim + self.theta = theta + self._cos: Optional[mx.array] = None + self._sin: Optional[mx.array] = None + self._cached_len = 0 + + def _build(self, seq_len: int): + inv_freq = 1.0 / ( + self.theta ** (mx.arange(0, self.dim, 2).astype(mx.float32) / self.dim) + ) + t = mx.arange(seq_len).astype(mx.float32) + freqs = mx.outer(t, inv_freq) # (N, dim/2) + freqs = mx.repeat(freqs, 2, axis=-1) # interleave: (N, dim) + self._cos = mx.cos(freqs) + self._sin = mx.sin(freqs) + mx.eval(self._cos, self._sin) + self._cached_len = seq_len + + def forward_from_seq_len(self, seq_len: int): + if self._cos is None or seq_len > self._cached_len: + self._build(seq_len) + return self._cos[:seq_len], self._sin[:seq_len] + + +def _rotate_half(x: mx.array) -> mx.array: + """Rotate adjacent channel pairs by 90 degrees.""" + shape = x.shape + x = x.reshape(*shape[:-1], shape[-1] // 2, 2) + x1, x2 = x[..., 0], x[..., 1] + x = mx.stack([-x2, x1], axis=-1) + return x.reshape(shape) + + +def apply_rotary_pos_emb(x: mx.array, cos: mx.array, sin: mx.array) -> mx.array: + """Apply rotary embedding to the leading rotary dimensions of ``x``.""" + rot_dim = cos.shape[-1] + x_rot, x_pass = x[..., :rot_dim], x[..., rot_dim:] + cos = cos[None] + sin = sin[None] + x_rot = ( + x_rot.astype(mx.float32) * cos + _rotate_half(x_rot).astype(mx.float32) * sin + ).astype(x.dtype) + return mx.concatenate([x_rot, x_pass], axis=-1) + + +# --------------------------------------------------------------------------- +# Time / conv-position / text-conv building blocks +# --------------------------------------------------------------------------- + + +class SinusPositionEmbedding(nn.Module): + def __init__(self, dim: int): + super().__init__() + self.dim = dim + + def __call__(self, x: mx.array, scale: float = 1000.0) -> mx.array: + half_dim = self.dim // 2 + emb = math.log(10000) / (half_dim - 1) + emb = mx.exp(mx.arange(half_dim).astype(mx.float32) * -emb) + emb = scale * x[:, None] * emb[None, :] + return mx.concatenate([mx.sin(emb), mx.cos(emb)], axis=-1) + + +class TimestepEmbedding(nn.Module): + def __init__(self, dim: int, freq_embed_dim: int = 256): + super().__init__() + self.time_embed = SinusPositionEmbedding(freq_embed_dim) + self.time_mlp = [nn.Linear(freq_embed_dim, dim), nn.Linear(dim, dim)] + + def __call__(self, timestep: mx.array) -> mx.array: + x = self.time_embed(timestep) + x = nn.silu(self.time_mlp[0](x)) + return self.time_mlp[1](x) + + +class CausalConvPositionEmbedding(nn.Module): + """Two causal depthwise-ish Conv1d(groups=16) + Mish, left-padded.""" + + def __init__(self, dim: int, kernel_size: int = 31, groups: int = 16): + super().__init__() + assert kernel_size % 2 != 0 + self.kernel_size = kernel_size + # nn.Conv1d in MLX expects (B, L, C_in) and weight (C_out, k, C_in/groups) + self.conv1 = nn.Conv1d(dim, dim, kernel_size, groups=groups) + self.conv2 = nn.Conv1d(dim, dim, kernel_size, groups=groups) + + def __call__(self, x: mx.array, mask: Optional[mx.array] = None) -> mx.array: + # x: (B, N, D) (channels-last, matches MLX conv) + if mask is not None: + x = mx.where(mask[..., None], x, 0.0) + x = mx.pad(x, [(0, 0), (self.kernel_size - 1, 0), (0, 0)]) + x = nn.mish(self.conv1(x)) + x = mx.pad(x, [(0, 0), (self.kernel_size - 1, 0), (0, 0)]) + x = nn.mish(self.conv2(x)) + if mask is not None: + x = mx.where(mask[..., None], x, 0.0) + return x + + +class GRN(nn.Module): + def __init__(self, dim: int): + super().__init__() + self.gamma = mx.zeros((1, 1, dim)) + self.beta = mx.zeros((1, 1, dim)) + + def __call__(self, x: mx.array) -> mx.array: + gx = mx.sqrt(mx.sum(x * x, axis=1, keepdims=True)) + nx = gx / (mx.mean(gx, axis=-1, keepdims=True) + 1e-6) + return self.gamma * (x * nx) + self.beta + x + + +class ConvNeXtV2Block(nn.Module): + """Depthwise Conv1d(k=7) + LN + pwconv + GELU + GRN + pwconv (+ residual).""" + + def __init__(self, dim: int, intermediate_dim: int, dilation: int = 1): + super().__init__() + padding = (dilation * (7 - 1)) // 2 + self.padding = padding + self.dilation = dilation + self.dwconv = nn.Conv1d( + dim, dim, kernel_size=7, padding=padding, groups=dim, dilation=dilation + ) + self.norm = nn.LayerNorm(dim, eps=1e-6) + self.pwconv1 = nn.Linear(dim, intermediate_dim) + self.grn = GRN(intermediate_dim) + self.pwconv2 = nn.Linear(intermediate_dim, dim) + + def __call__(self, x: mx.array) -> mx.array: + # x: (B, N, D) channels-last + residual = x + x = self.dwconv(x) # MLX conv is channels-last already + x = self.norm(x) + x = self.pwconv1(x) + x = nn.gelu(x) + x = self.grn(x) + x = self.pwconv2(x) + return residual + x + + +# --------------------------------------------------------------------------- +# AdaLayerNorm (zero) modules +# --------------------------------------------------------------------------- + + +def _layer_norm(x: mx.array, eps: float = 1e-6) -> mx.array: + xf = x.astype(mx.float32) + mean = mx.mean(xf, axis=-1, keepdims=True) + var = mx.var(xf, axis=-1, keepdims=True) + return ((xf - mean) * mx.rsqrt(var + eps)).astype(x.dtype) + + +class AdaLayerNormZero(nn.Module): + """SiLU->Linear(dim*6); returns modulated x + msa gate + mlp params.""" + + def __init__(self, dim: int): + super().__init__() + self.linear = nn.Linear(dim, dim * 6) + + def __call__(self, x: mx.array, emb: mx.array): + emb = self.linear(nn.silu(emb)) # (B, dim*6) + shift_msa, scale_msa, gate_msa, shift_mlp, scale_mlp, gate_mlp = mx.split( + emb, 6, axis=-1 + ) + x = _layer_norm(x) * (1 + scale_msa[:, None]) + shift_msa[:, None] + return x, gate_msa, shift_mlp, scale_mlp, gate_mlp + + +class AdaLayerNormZeroFinal(nn.Module): + def __init__(self, dim: int): + super().__init__() + self.linear = nn.Linear(dim, dim * 2) + + def __call__(self, x: mx.array, emb: mx.array) -> mx.array: + emb = self.linear(nn.silu(emb)) + scale, shift = mx.split(emb, 2, axis=-1) + return _layer_norm(x) * (1 + scale)[:, None, :] + shift[:, None, :] + + +# --------------------------------------------------------------------------- +# Attention + FeedForward + DiTBlock +# --------------------------------------------------------------------------- + + +class Attention(nn.Module): + """Self-attention with rotary position embeddings.""" + + def __init__(self, dim: int, heads: int = 8, dim_head: int = 64): + super().__init__() + self.heads = heads + self.inner_dim = dim_head * heads + self.to_q = nn.Linear(dim, self.inner_dim) + self.to_k = nn.Linear(dim, self.inner_dim) + self.to_v = nn.Linear(dim, self.inner_dim) + self.to_out = [nn.Linear(self.inner_dim, dim)] + + def __call__(self, x: mx.array, mask: Optional[mx.array], rope=None) -> mx.array: + B, N, _ = x.shape + head_dim = self.inner_dim // self.heads + + q = self.to_q(x) # (B, N, inner_dim), flat (heads not split yet) + k = self.to_k(x) + v = self.to_v(x) + + # Apply rotary frequencies before splitting into attention heads. + if rope is not None: + cos, sin = rope + q = apply_rotary_pos_emb(q, cos, sin) + k = apply_rotary_pos_emb(k, cos, sin) + + q = q.reshape(B, N, self.heads, head_dim).transpose(0, 2, 1, 3) + k = k.reshape(B, N, self.heads, head_dim).transpose(0, 2, 1, 3) + v = v.reshape(B, N, self.heads, head_dim).transpose(0, 2, 1, 3) + + scale = 1.0 / math.sqrt(head_dim) + scores = (q @ k.transpose(0, 1, 3, 2)) * scale + if mask is not None: + # mask: (B, 1, N, N) or (B, N, N) boolean -> broadcast over heads + if mask.ndim == 3: + mask = mask[:, None] + scores = mx.where(mask, scores, mx.array(float("-inf"), dtype=scores.dtype)) + weights = mx.softmax(scores.astype(mx.float32), axis=-1).astype(scores.dtype) + out = (weights @ v).transpose(0, 2, 1, 3).reshape(B, N, self.inner_dim) + return self.to_out[0](out) + + +class FeedForward(nn.Module): + """Linear -> GELU(tanh) -> Linear feed-forward network.""" + + def __init__(self, dim: int, mult: float = 2.0): + super().__init__() + inner_dim = int(dim * mult) + self.ff = [nn.Linear(dim, inner_dim), nn.Linear(inner_dim, dim)] + + def __call__(self, x: mx.array) -> mx.array: + return self.ff[1](nn.gelu_approx(self.ff[0](x))) + + +class DiTBlock(nn.Module): + def __init__(self, dim: int, heads: int, dim_head: int, ff_mult: float = 2.0): + super().__init__() + self.attn_norm = AdaLayerNormZero(dim) + self.attn = Attention(dim=dim, heads=heads, dim_head=dim_head) + self.ff = FeedForward(dim=dim, mult=ff_mult) + + def __call__(self, x: mx.array, t: mx.array, mask=None, rope=None) -> mx.array: + norm, gate_msa, shift_mlp, scale_mlp, gate_mlp = self.attn_norm(x, emb=t) + attn_out = self.attn(norm, mask=mask, rope=rope) + x = x + gate_msa[:, None] * attn_out + + ff_norm = _layer_norm(x) * (1 + scale_mlp[:, None]) + shift_mlp[:, None] + ff_out = self.ff(ff_norm) + x = x + gate_mlp[:, None] * ff_out + return x + + +# --------------------------------------------------------------------------- +# Input embedding (mel x + prompt cond + mu + spk) -> hidden +# --------------------------------------------------------------------------- + + +class InputEmbedding(nn.Module): + def __init__(self, mel_dim: int, mu_dim: int, out_dim: int, spk_dim: int = 0): + super().__init__() + self.spk_dim = spk_dim + self.proj = nn.Linear(mel_dim * 2 + mu_dim + spk_dim, out_dim) + self.conv_pos_embed = CausalConvPositionEmbedding(out_dim) + + def __call__( + self, x: mx.array, cond: mx.array, mu: mx.array, spks: Optional[mx.array] + ) -> mx.array: + # all inputs channels-last: (B, N, D) + to_cat = [x, cond, mu] + if self.spk_dim > 0 and spks is not None: + spks = mx.broadcast_to(spks[:, None, :], (x.shape[0], x.shape[1], spks.shape[-1])) + to_cat.append(spks) + x = self.proj(mx.concatenate(to_cat, axis=-1)) + x = self.conv_pos_embed(x) + x + return x + + +# --------------------------------------------------------------------------- +# DiT +# --------------------------------------------------------------------------- + + +class DiT(nn.Module): + def __init__( + self, + dim: int = 1024, + depth: int = 22, + heads: int = 16, + dim_head: int = 64, + ff_mult: float = 2.0, + mel_dim: int = 80, + mu_dim: Optional[int] = 80, + spk_dim: Optional[int] = 80, + out_channels: int = 80, + long_skip_connection: bool = False, + static_chunk_size: int = 50, + num_decoding_left_chunks: int = -1, + ): + super().__init__() + if mu_dim is None: + mu_dim = mel_dim + self.out_channels = out_channels + self.dim = dim + self.depth = depth + self.static_chunk_size = static_chunk_size + self.num_decoding_left_chunks = num_decoding_left_chunks + + self.time_embed = TimestepEmbedding(dim) + self.input_embed = InputEmbedding(mel_dim, mu_dim, dim, spk_dim or 0) + self.rotary_embed = RotaryEmbedding(dim_head) + + self.transformer_blocks = [ + DiTBlock(dim=dim, heads=heads, dim_head=dim_head, ff_mult=ff_mult) + for _ in range(depth) + ] + self.long_skip_connection = ( + nn.Linear(dim * 2, dim, bias=False) if long_skip_connection else None + ) + self.norm_out = AdaLayerNormZeroFinal(dim) + self.proj_out = nn.Linear(dim, mel_dim) + + def __call__( + self, + x: mx.array, + mask: mx.array, + mu: mx.array, + t: mx.array, + spks: Optional[mx.array] = None, + cond: Optional[mx.array] = None, + streaming: bool = False, + ) -> mx.array: + # channels-first -> channels-last + x = mx.transpose(x, (0, 2, 1)) # (B, N, mel) + mu = mx.transpose(mu, (0, 2, 1)) # (B, N, mu) + cond = mx.transpose(cond, (0, 2, 1)) # (B, N, mel) + + B, N = x.shape[0], x.shape[1] + if t.ndim == 0: + t = mx.broadcast_to(t, (B,)) + + t = self.time_embed(t) # (B, dim) + x = self.input_embed(x, cond, mu, spks) # (B, N, dim) + + rope = self.rotary_embed.forward_from_seq_len(N) + + residual = x if self.long_skip_connection is not None else None + + # Non-streaming: full-context attention gated by the padding mask. + # mask: (B, 1, N) -> valid frames; build (B, N, N) key mask. + if streaming: + raise NotImplementedError("streaming chunk mask (add_optional_chunk_mask)") + key_valid = mask[:, 0, :].astype(mx.bool_) # (B, N) + attn_mask = mx.broadcast_to(key_valid[:, None, :], (B, N, N)) # (B, N, N) + + for block in self.transformer_blocks: + x = block(x, t, mask=attn_mask, rope=rope) + + if self.long_skip_connection is not None: + x = self.long_skip_connection(mx.concatenate([x, residual], axis=-1)) + + x = self.norm_out(x, t) + out = self.proj_out(x) # (B, N, mel) + return mx.transpose(out, (0, 2, 1)) # (B, mel, N) diff --git a/mlx_audio/tts/models/cosyvoice3/flow.py b/mlx_audio/tts/models/cosyvoice3/flow.py new file mode 100644 index 000000000..efd6a1c34 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/flow.py @@ -0,0 +1,166 @@ +"""CosyVoice3 flow decoder from speech tokens to mel spectrograms. + +Speech tokens are embedded, passed through a causal look-ahead layer, upsampled +in time, and decoded with conditional DiT flow matching. +""" + +from typing import Optional, Tuple + +import mlx.core as mx +import mlx.nn as nn + +from .config import FlowConfig +from .dit import DiT +from .flow_matching import CausalConditionalCFM + + +def make_pad_mask(lengths: mx.array, max_len: int) -> mx.array: + """True where padded. lengths: (B,) -> (B, max_len).""" + batch_size = lengths.shape[0] + seq_range = mx.arange(max_len) + seq_range = mx.broadcast_to(mx.expand_dims(seq_range, 0), (batch_size, max_len)) + return seq_range >= mx.expand_dims(lengths, -1) + + +class PreLookaheadLayer(nn.Module): + """Causal look-ahead convolution block. + + conv1: Conv1d(in->channels, k=pre_lookahead_len+1), right-pad by lookahead. + conv2: Conv1d(channels->in, k=3), left-pad by 2. Residual add. + Supports an optional ``context`` tail for chunked streaming inference. + """ + + def __init__(self, in_channels: int, channels: int, pre_lookahead_len: int = 1): + super().__init__() + self.in_channels = in_channels + self.channels = channels + self.pre_lookahead_len = pre_lookahead_len + self.conv1 = nn.Conv1d(in_channels, channels, kernel_size=pre_lookahead_len + 1) + self.conv2 = nn.Conv1d(channels, in_channels, kernel_size=3) + + def __call__( + self, inputs: mx.array, context: Optional[mx.array] = None + ) -> mx.array: + # inputs: (B, T, C) channels-last (MLX conv convention) + if context is None or context.shape[1] == 0: + outputs = mx.pad(inputs, [(0, 0), (0, self.pre_lookahead_len), (0, 0)]) + else: + assert context.shape[1] == self.pre_lookahead_len + outputs = mx.concatenate([inputs, context], axis=1) + pad = self.pre_lookahead_len - context.shape[1] + if pad > 0: + outputs = mx.pad(outputs, [(0, 0), (0, pad), (0, 0)]) + outputs = nn.leaky_relu(self.conv1(outputs)) + outputs = mx.pad(outputs, [(0, 0), (2, 0), (0, 0)]) # conv2 kernel=3 causal + outputs = self.conv2(outputs) + return outputs + inputs + + +class CausalMaskedDiffWithDiT(nn.Module): + """token + prompt + xvector -> mel (v3 flow: PreLookahead + repeat + DiT).""" + + def __init__(self, config: FlowConfig): + super().__init__() + self.config = config + self.input_size = config.input_size + self.output_size = config.output_size + self.vocab_size = config.vocab_size + self.token_mel_ratio = config.token_mel_ratio + self.pre_lookahead_len = config.pre_lookahead_len + + self.input_embedding = nn.Embedding(config.vocab_size, config.input_size) + self.spk_embed_affine_layer = nn.Linear( + config.spk_embed_dim, config.output_size + ) + self.pre_lookahead_layer = PreLookaheadLayer( + in_channels=config.input_size, + channels=config.pre_lookahead_channels, + pre_lookahead_len=config.pre_lookahead_len, + ) + self.decoder = CausalConditionalCFM( + estimator=DiT( + dim=config.dit_hidden_size, + depth=config.dit_depth, + heads=config.dit_num_heads, + dim_head=config.dit_head_dim, + ff_mult=config.dit_mlp_ratio, + mel_dim=config.dit_mel_dim, + mu_dim=config.dit_mu_dim, + spk_dim=config.dit_spk_dim, + out_channels=config.output_size, + static_chunk_size=config.dit_static_chunk_size, + num_decoding_left_chunks=config.dit_num_decoding_left_chunks, + ), + inference_cfg_rate=config.inference_cfg_rate, + ) + + @property + def up_rate(self) -> int: + return self.token_mel_ratio + + def inference( + self, + token: mx.array, + token_len: mx.array, + prompt_token: mx.array, + prompt_token_len: mx.array, + prompt_feat: mx.array, + prompt_feat_len: Optional[mx.array], + embedding: mx.array, + n_timesteps: int = 10, + ) -> mx.array: + if token.shape[0] != 1: + raise ValueError("CosyVoice3 flow inference supports batch size 1 only") + + # xvec projection + embedding = embedding / ( + mx.linalg.norm(embedding, axis=1, keepdims=True) + 1e-8 + ) + embedding = self.spk_embed_affine_layer(embedding) + + # concat prompt + target tokens, embed, mask + token = mx.concatenate([prompt_token, token], axis=1) + token_len = prompt_token_len + token_len + mask = mx.logical_not(make_pad_mask(token_len, token.shape[1])) + mask = mx.expand_dims(mask, -1).astype(embedding.dtype) + token = mx.clip(token, 0, self.input_embedding.weight.shape[0] - 1) + token = self.input_embedding(token) * mask + + # pre-lookahead + repeat-interleave upsample (x token_mel_ratio) + h = self.pre_lookahead_layer(token) + h = mx.repeat(h, self.token_mel_ratio, axis=1) + + mel_len1 = prompt_feat.shape[1] + mel_len2 = h.shape[1] - prompt_feat.shape[1] + + # conditions: prompt mel on the prompt region, zeros on the target region + conds = mx.concatenate( + [ + prompt_feat, + mx.zeros((h.shape[0], mel_len2, self.output_size), dtype=h.dtype), + ], + axis=1, + ) + conds = mx.transpose(conds, (0, 2, 1)) # (B, mel, T) + + total_len = mel_len1 + mel_len2 + dmask = mx.logical_not(make_pad_mask(mx.array([total_len]), total_len)) + dmask = mx.expand_dims(dmask.astype(h.dtype), 1) # (B, 1, T) + + feat = self.decoder( + mu=mx.transpose(h, (0, 2, 1)), # (B, mel, T) + mask=dmask, + spks=embedding, + cond=conds, + n_timesteps=n_timesteps, + ) + feat = feat[:, :, mel_len1:] # drop prompt region + if feat.shape[2] != mel_len2: + raise RuntimeError(f"mel length mismatch: {feat.shape[2]} != {mel_len2}") + return feat + + def sanitize(self, weights: dict) -> dict: + """Map checkpoint keys to this module's tree.""" + from .convert import convert_flow_weights + + return convert_flow_weights(weights) diff --git a/mlx_audio/tts/models/cosyvoice3/flow_matching.py b/mlx_audio/tts/models/cosyvoice3/flow_matching.py new file mode 100644 index 000000000..0ce7e1fec --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/flow_matching.py @@ -0,0 +1,101 @@ +"""Causal conditional flow matching (CFM) for CosyVoice3. + +Uses a fixed-step Euler ODE solver over a rectified flow, with classifier-free +guidance and a cosine timestep schedule. + +The estimator contract is: + estimator(x, mask, mu, t, spks, cond) -> velocity + +where all inputs are channels-first ``[B, mel, T]`` except ``spks`` +(``[B, spk_dim]``) and ``t`` (``[B]``). During classifier-free guidance, the +conditional and unconditional inputs are batched together before one estimator +call, then combined as ``v = (1 + cfg) * v_cond - cfg * v_uncond``. +""" + +import math +from typing import Optional + +import mlx.core as mx +import mlx.nn as nn + +from .dit import DiT + + +class CausalConditionalCFM(nn.Module): + def __init__( + self, + estimator: DiT, + inference_cfg_rate: float = 0.7, + t_scheduler: str = "cosine", + max_len: int = 50 * 300, + ): + super().__init__() + self.estimator = estimator + self.inference_cfg_rate = inference_cfg_rate + self.t_scheduler = t_scheduler + self.out_channels = estimator.out_channels + # Keep the initial noise deterministic across model loads. + self.rand_noise = mx.random.normal( + (1, self.out_channels, max_len), key=mx.random.key(0) + ) + + def solve_euler( + self, + x: mx.array, + t_span: mx.array, + mu: mx.array, + mask: mx.array, + spks: mx.array, + cond: mx.array, + streaming: bool = False, + ) -> mx.array: + """Run fixed-step Euler integration with classifier-free guidance.""" + t = mx.expand_dims(t_span[0], 0) + dt = t_span[1] - t_span[0] + + # CFG: unconditional branch zeroes mu / spks / cond. + mask_in = mx.concatenate([mask, mask], axis=0) + mu_in = mx.concatenate([mu, mx.zeros_like(mu)], axis=0) + spks_in = mx.concatenate([spks, mx.zeros_like(spks)], axis=0) + cond_in = mx.concatenate([cond, mx.zeros_like(cond)], axis=0) + + for step in range(1, len(t_span)): + x_in = mx.concatenate([x, x], axis=0) + t_in = mx.concatenate([t, t], axis=0) + dphi_dt = self.estimator( + x_in, mask_in, mu_in, t_in, spks_in, cond_in, streaming=streaming + ) + dphi_dt, cfg_dphi_dt = mx.split(dphi_dt, 2, axis=0) + dphi_dt = ( + 1.0 + self.inference_cfg_rate + ) * dphi_dt - self.inference_cfg_rate * cfg_dphi_dt + x = x + dt * dphi_dt + t = t + dt + if step < len(t_span) - 1: + dt = t_span[step + 1] - t + return x + + def __call__( + self, + mu: mx.array, + mask: mx.array, + spks: mx.array, + cond: mx.array, + n_timesteps: int = 10, + temperature: float = 1.0, + noise: Optional[mx.array] = None, + streaming: bool = False, + ) -> mx.array: + """mu/cond: [B, mel, T]; mask: [B, 1, T]; spks: [B, spk_dim]. + + Returns generated mel [B, mel, T]. + """ + if noise is None: + noise = self.rand_noise[:, :, : mu.shape[2]] + z = noise * temperature + t_span = mx.linspace(0, 1, n_timesteps + 1, dtype=mu.dtype) + if self.t_scheduler == "cosine": + t_span = 1 - mx.cos(t_span * 0.5 * math.pi) + return self.solve_euler( + z, t_span, mu, mask, spks, cond, streaming=streaming + ) diff --git a/mlx_audio/tts/models/cosyvoice3/frontend.py b/mlx_audio/tts/models/cosyvoice3/frontend.py new file mode 100644 index 000000000..6037b979c --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/frontend.py @@ -0,0 +1,475 @@ +"""CosyVoice3 frontend for text tokenization and prompt-feature extraction.""" + +import logging +import re +from functools import partial +from pathlib import Path +from typing import Dict, Generator, List, Optional, Union + +import mlx.core as mx + +from mlx_audio.utils import load_audio + +from .frontend_utils import ( + contains_chinese, + is_only_punctuation, + remove_bracket, + replace_blank, + replace_corner_mark, + spell_out_number, + split_paragraph, +) + +S3_SAMPLE_RATE = 16000 + + +class CosyVoice3FrontEnd: + def __init__( + self, + tokenizer=None, + speech_tokenizer=None, + speaker_encoder=None, + sample_rate: int = 24000, + endofprompt_token: int = 151646, + speech_tokenizer_onnx_path: Optional[Path] = None, + ): + self.tokenizer = tokenizer + self.speech_tokenizer = speech_tokenizer + self.speaker_encoder = speaker_encoder + self.sample_rate = sample_rate + self.endofprompt_token = endofprompt_token + # Optional onnxruntime speech-tokenizer model path. + self.speech_tokenizer_onnx_path = speech_tokenizer_onnx_path + + # Cached zero-shot speaker presets. + self.spk2info: Dict[str, Dict[str, mx.array]] = {} + + # Use wetext when available, otherwise leave the text unchanged. + try: + from wetext import Normalizer as ZhNormalizer # noqa: F811 + from wetext import Normalizer as EnNormalizer + + self.zh_tn_model = ZhNormalizer(remove_erhua=False) + self.en_tn_model = EnNormalizer() + self._text_frontend = "wetext" + logging.info("cosyvoice3 frontend: using wetext normalizer") + except Exception: + self._text_frontend = "" + logging.info( + "cosyvoice3 frontend: wetext not available — text will not " + "be normalised (numbers, brackets, etc. left as-is)" + ) + + # ------------------------------------------------------------------ # + @classmethod + def from_model_path( + cls, + model_path: Union[str, Path], + sample_rate: int = 24000, + endofprompt_token: int = 151646, + load_speaker_encoder: bool = True, + use_onnx_speech_tokenizer: bool = True, + ) -> "CosyVoice3FrontEnd": + """Load the Qwen text tokenizer (and, if present, CAMPPlus) from + the model directory. Speech tokenizer is loaded lazily on first use + (see ensure_speech_tokenizer) since it comes from a separate repo. + """ + from transformers import AutoTokenizer + + model_path = Path(model_path) + tok = AutoTokenizer.from_pretrained(str(model_path)) + # Register model control tokens so they encode as atomic tokens. + _vocal_events = [ + "[breath]", "", "", "[noise]", + "[laughter]", "[cough]", "[clucking]", "[accent]", + "[quick_breath]", "", "", + "[hissing]", "[sigh]", "[vocalized-noise]", + "[lipsmack]", "[mn]", + ] + # ARPABET phonemes (English pronunciation hotfix) + _arpabet_consonants = [ + "B", "CH", "D", "DH", "F", "G", "HH", "JH", "K", "L", "M", "N", + "NG", "P", "R", "S", "SH", "T", "TH", "V", "W", "Y", "Z", "ZH", + ] + _arpabet_vowels = [ + "AA", "AE", "AH", "AO", "AW", "AY", "EH", "ER", "EY", + "IH", "IY", "OW", "OY", "UH", "UW", + ] + _arpabet = [] + for _ph in _arpabet_consonants + _arpabet_vowels: + _arpabet.append(f"[{_ph}]") + for _ph in _arpabet_vowels: + for _stress in ("0", "1", "2"): + _arpabet.append(f"[{_ph}{_stress}]") + # Pinyin initials + finals (Chinese pronunciation hotfix) + _pinyin_initials = [ + "b", "c", "ch", "d", "f", "g", "h", "j", "k", "l", "m", "n", + "p", "q", "r", "s", "sh", "t", "w", "x", "y", "z", "zh", + ] + _pinyin_finals_tone = [ + # tone 4 (à) + "a", "ai", "an", "ang", "ao", + "e", "ei", "en", "eng", "er", + "i", "in", "ing", "iu", + "o", "ong", "ou", + "u", "uang", "ue", "un", "uo", + ] + _pinyin_finals_tone2 = [ # tone 2 (á) + "a", "ai", "an", "ang", "ao", + "e", "ei", "en", "eng", "er", + "i", "in", "ing", + "o", "ong", "ou", + "u", "uai", "uan", "uang", + "v", + ] + _pinyin_finals_tone3 = [ # tone 3 (ǎ) + "a", "ai", "an", "ang", "ao", + "e", "ei", "en", "eng", "er", + "i", "in", "ing", + "o", "ong", "ou", + "u", "uai", "uan", "uang", + "v", + ] + _pinyin_finals_tone1 = [ # tone 1 (ā) + "a", "ai", "an", "ang", "ao", + "e", "ei", "en", "eng", + "i", "in", "ing", + "o", "ong", "ou", + "u", "uai", "uan", "uang", "ue", "un", "uo", + ] + _pinyin = [] + for _py in _pinyin_initials: + _pinyin.append(f"[{_py}]") + for _py in ( + "a ai an ang ao e ei en eng i ian in ing iu o ong ou u uang ue un uo" + .split() + ): + _pinyin.append(f"[{_py}]") + # Toned pinyin finals. + _toned = ( + # tone 4 (à) + "ià iàn iàng iào iè iòng iù uà uài uàn uàng uè uì uò vè " + "à ài àn àng ào è èi èn èng èr ì ìn ìng ò òng òu ù ùn " + # tone 2 (á) + "iá ián iáng iáo ié ióng iú uá uái uán uáng ué uí uó " + "á ái án áng áo é éi én éng ér í ín íng ó óng óu ú ún " + # tone 3 (ǎ) + "iǎ iǎn iǎng iǎo iě iǒng iǔ uǎ uǎi uǎn uǎng uǐ uǒ ǚ " + "ǎ ǎi ǎn ǎng ǎo ě ěi ěn ěng ěr ǐ ǐn ǐng ǒ ǒng ǒu ǔ ǔn " + # tone 1 (ā) + "iā iān iāng iāo iē iōng iū uā uāi uān uāng uē uī uō " + "ā āi ān āng āo ē ēi ēn ēng ī īn īng ō ōng ōu ū ūn ǘ ǜ" + ) + for _py in _toned.split(): + _pinyin.append(f"[{_py}]") + + tok.add_special_tokens( + { + "eos_token": "<|endoftext|>", + "pad_token": "<|endoftext|>", + "additional_special_tokens": [ + "<|im_start|>", + "<|im_end|>", + "<|endofprompt|>", + "<|endofsystem|>", + *_vocal_events, + *_arpabet, + *_pinyin, + ], + } + ) + + onnx_path = None + if use_onnx_speech_tokenizer: + onnx_path = _first_existing_optional( + model_path, "speech_tokenizer_v3.onnx", "speech_tokenizer_v2.onnx" + ) + + fe = cls( + tokenizer=tok, + sample_rate=sample_rate, + endofprompt_token=endofprompt_token, + speech_tokenizer_onnx_path=onnx_path, + ) + + if load_speaker_encoder: + campplus_path = _first_existing_optional( + model_path, "campplus.safetensors", "campplus.onnx" + ) + if campplus_path is not None: + fe.load_speaker_encoder(campplus_path) + return fe + + def load_speaker_encoder(self, path: Union[str, Path]) -> None: + """Load CAMPPlus speaker-encoder weights from .safetensors or .onnx.""" + from mlx_audio.codec.models.stepaudio2.convert import load_campplus_weights + from mlx_audio.codec.models.stepaudio2.speaker import StepAudio2CAMPPlus + + self.speaker_encoder = StepAudio2CAMPPlus() + load_campplus_weights(self.speaker_encoder, path, strict=True) + # base_load_model's model.eval() runs before post_load_hook builds the + # frontend, so this module (outside the main param tree) never gets + # switched out of training mode on its own — its BatchNorm(affine=False) + # layers would otherwise normalize using this single sample's own + # batch/time statistics (batch=1, time=1 at the final dense layer), + # whose variance is exactly 0, zeroing the entire speaker embedding. + self.speaker_encoder.eval() + mx.eval(self.speaker_encoder.parameters()) + + def encode_text(self, text: str) -> mx.array: + """Tokenize text to Qwen ids as (1, L) int32.""" + if self.tokenizer is None: + raise RuntimeError("text tokenizer not loaded") + ids = self.tokenizer.encode(text) + return mx.array([ids], dtype=mx.int32) + + def text_normalize( + self, + text: str, + split: bool = True, + text_frontend: bool = True, + ) -> Union[List[str], str]: + """Normalize and optionally split text before TTS synthesis. + + When ``split=True``, returns token-balanced sub-sentences; otherwise, + returns the cleaned text as a single string. + """ + # Preserve explicit control-token sequences. + if "<|" in text and "|>" in text: + text_frontend = False + if text_frontend is False or text == "": + return [text] if split else text + + text = text.strip() + + if contains_chinese(text): + if self._text_frontend == "wetext": + text = self.zh_tn_model.normalize(text) + text = text.replace("\n", "") + text = replace_blank(text) + text = replace_corner_mark(text) + text = text.replace(".", "。") + text = text.replace(" - ", ",") + text = remove_bracket(text) + text = re.sub(r"[,,、]+$", "。", text) + if split: + texts = list( + split_paragraph( + text, + partial(self.tokenizer.encode), + "zh", + token_max_n=80, + token_min_n=60, + merge_len=20, + comma_split=False, + ) + ) + else: + texts = [text] + else: + if self._text_frontend == "wetext": + text = self.en_tn_model.normalize(text) + text = spell_out_number(text) + if split: + texts = list( + split_paragraph( + text, + partial(self.tokenizer.encode), + "en", + token_max_n=80, + token_min_n=60, + merge_len=20, + comma_split=False, + ) + ) + else: + texts = [text] + + texts = [t for t in texts if not is_only_punctuation(t)] + return texts if split else texts[0] + + def ensure_speech_tokenizer(self): + """Build the configured speech tokenizer on first use.""" + if self.speech_tokenizer is None: + if self.speech_tokenizer_onnx_path is not None: + import onnxruntime as ort + + self.speech_tokenizer = ort.InferenceSession( + str(self.speech_tokenizer_onnx_path), + providers=["CPUExecutionProvider"], + ) + else: + from mlx_audio.codec.models.s3 import S3TokenizerV2 + + self.speech_tokenizer = S3TokenizerV2.from_pretrained( + "speech_tokenizer_v2_25hz" + ) + mx.eval(self.speech_tokenizer.parameters()) + return self.speech_tokenizer + + def extract_speech_token(self, prompt_wav) -> mx.array: + """Prompt wav -> discrete speech tokens (1, N) int32.""" + import numpy as np + + from mlx_audio.codec.models.s3 import log_mel_spectrogram + + tok = self.ensure_speech_tokenizer() + audio_16k = load_audio(prompt_wav, sample_rate=S3_SAMPLE_RATE) + mels = log_mel_spectrogram(audio_16k) + # Drop the trailing STFT frame to preserve tokenizer frame alignment. + mels = mels[..., :-1] + mels = mx.expand_dims(mels, 0) + mel_lens = mx.array([mels.shape[-1]], dtype=mx.int32) + + import onnxruntime as ort + + if isinstance(tok, ort.InferenceSession): + feats = np.array(mels, dtype=np.float32) + feats_length = np.array(mel_lens, dtype=np.int32) + indices = tok.run( + None, + { + tok.get_inputs()[0].name: feats, + tok.get_inputs()[1].name: feats_length, + }, + )[0] + return mx.array(indices, dtype=mx.int32) + + tokens, _ = tok.quantize(mels, mel_lens) + return tokens.astype(mx.int32) + + def extract_speaker_embedding(self, prompt_wav) -> mx.array: + """Prompt wav -> 192-d CAMPPlus x-vector (1, 192).""" + if self.speaker_encoder is None: + raise RuntimeError( + "speaker_encoder not loaded; call load_speaker_encoder(path) " + "or construct via from_model_path(), or pass a precomputed " + "speaker_embedding explicitly" + ) + audio_16k = load_audio(prompt_wav, sample_rate=S3_SAMPLE_RATE) + return self.speaker_encoder.inference(audio_16k) + + def extract_prompt_feat(self, prompt_wav) -> mx.array: + """Prompt wav (24k) -> mel [1, T, n_mels] for flow conditioning. + + ``fmax=None`` preserves the full Nyquist band of the 24 kHz input. + A periodic Hann window aligns STFT framing with the model's training + features. + """ + from mlx_audio.dsp import hanning + from mlx_audio.tts.models.chatterbox.s3gen.mel import mel_spectrogram + + audio_24k = load_audio(prompt_wav, sample_rate=self.sample_rate) + window = hanning(1920, periodic=True) + mels = mel_spectrogram( + mx.expand_dims(audio_24k, 0), fmax=None, window=window + ) # (1, n_mels, T) + return mx.transpose(mels, (0, 2, 1)) # (1, T, n_mels) + + def frontend_zero_shot( + self, tts_text: str, prompt_text: str, prompt_wav, spk_id: str = "" + ) -> Dict[str, mx.array]: + """Build the model_input dict for zero-shot voice cloning. + + When ``spk_id`` is a key in ``self.spk2info``, the cached prompt + features (speech tokens, mel, and speaker embedding) are reused, + saving a full pass through the speech tokenizer, mel extractor, + and speaker encoder — useful for repeated synthesis with the same + reference audio. + """ + text = self.encode_text(tts_text) + + if spk_id and spk_id in self.spk2info: + cached = self.spk2info[spk_id] + return { + "text": text, + "prompt_text": cached["prompt_text"], + "prompt_speech_token": cached["prompt_speech_token"], + "prompt_feat": cached["prompt_feat"], + "embedding": cached["embedding"], + } + + prompt_text_ids = self.encode_text(prompt_text) + prompt_speech_token = self.extract_speech_token(prompt_wav) + prompt_feat = self.extract_prompt_feat(prompt_wav) + embedding = self.extract_speaker_embedding(prompt_wav) + + # Keep prompt features and prompt tokens aligned at the model's 2:1 + # mel-to-token ratio before they are passed to the flow decoder. + n_tok = prompt_speech_token.shape[1] + token_len = min(prompt_feat.shape[1] // 2, n_tok) + prompt_feat = prompt_feat[:, : 2 * token_len] + prompt_speech_token = prompt_speech_token[:, :token_len] + + return { + "text": text, + "prompt_text": prompt_text_ids, + "prompt_speech_token": prompt_speech_token, + "prompt_feat": prompt_feat, + "embedding": embedding, + } + + def frontend_instruct2( + self, tts_text: str, instruct: str, prompt_wav + ) -> Dict[str, mx.array]: + """Build frontend inputs for instruction-based generation. + + The instruction replaces the LLM prompt while the reference audio + continues to provide speaker and acoustic conditioning. + """ + # instruct replaces the usual prompt_text for the LLM, while + # prompt_wav still drives flow/HiFT conditioning (speaker + mel prompt). + model_input = self.frontend_zero_shot(tts_text, instruct, prompt_wav) + return model_input + + # ---- spk2info (zero-shot speaker presets) ---- + + def list_spks(self) -> list: + """Return the list of cached zero-shot speaker ids.""" + return list(self.spk2info.keys()) + + def add_zero_shot_spk( + self, prompt_text: str, prompt_wav, spk_id: str + ) -> bool: + """Extract and cache prompt features under a speaker identifier.""" + if not spk_id: + raise ValueError("spk_id must not be empty") + model_input = self.frontend_zero_shot("", prompt_text, prompt_wav) + del model_input["text"] + self.spk2info[spk_id] = model_input + return True + + def save_spkinfo(self, path: Union[str, Path]) -> None: + """Persist ``spk2info`` to *path* as a safetensors file. + + Each speaker's tensors are stored under keys ``{spk_id}.{field}`` + so the flat safetensors format can round-trip the nested dict. + """ + flat: Dict[str, mx.array] = {} + for spk_id, info in self.spk2info.items(): + for key, tensor in info.items(): + flat[f"{spk_id}.{key}"] = tensor + mx.save_safetensors(str(path), flat) + + def load_spkinfo(self, path: Union[str, Path]) -> int: + """Load ``spk2info`` from a safetensors file saved by ``save_spkinfo``. + + Returns the number of speakers loaded. Existing entries with the same + ``spk_id`` are overwritten. + """ + flat = mx.load(str(path)) + # Group flat keys back into per-speaker dicts + loaded: Dict[str, Dict[str, mx.array]] = {} + for flat_key, tensor in flat.items(): + spk_id, field = flat_key.split(".", 1) + loaded.setdefault(spk_id, {})[field] = tensor + self.spk2info.update(loaded) + return len(loaded) + + +def _first_existing_optional(root: Path, *names: str) -> Optional[Path]: + for name in names: + path = root / name + if path.exists(): + return path + return None diff --git a/mlx_audio/tts/models/cosyvoice3/frontend_utils.py b/mlx_audio/tts/models/cosyvoice3/frontend_utils.py new file mode 100644 index 000000000..d01aa63af --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/frontend_utils.py @@ -0,0 +1,152 @@ +"""Text-normalization helpers for CosyVoice3.""" + +import re +from functools import partial +from typing import Callable, List + +_chinese_char_pattern = re.compile(r"[一-鿿]+") + + +def contains_chinese(text: str) -> bool: + """Return ``True`` if *text* contains any CJK Unified Ideograph.""" + return bool(_chinese_char_pattern.search(text)) + + +def replace_corner_mark(text: str) -> str: + """Replace superscript corner marks with their spoken forms.""" + text = text.replace("²", "平方") # ² → 平方 + text = text.replace("³", "立方") # ³ → 立方 + return text + + +def remove_bracket(text: str) -> str: + """Strip full-width brackets / backticks / em-dashes (meaningless for TTS).""" + text = text.replace("(", "").replace(")", "") # ( ) + text = text.replace("【", "").replace("】", "") # 【 】 + text = text.replace("`", "").replace("`", "") + text = text.replace("——", " ") # —— + return text + + +def spell_out_number(text: str, inflect_parser=None) -> str: + """Spell Arabic-numeral runs as English words (e.g. 42 → forty-two). + + Requires ``inflect``. When it is unavailable, numbers are left unchanged. + """ + if inflect_parser is None: + try: + import inflect + + inflect_parser = inflect.engine() + except ImportError: + return text + + new_text: List[str] = [] + st = None + for i, c in enumerate(text): + if not c.isdigit(): + if st is not None: + num_str = inflect_parser.number_to_words(text[st:i]) + new_text.append(num_str) + st = None + new_text.append(c) + else: + if st is None: + st = i + if st is not None and st < len(text): + num_str = inflect_parser.number_to_words(text[st:]) + new_text.append(num_str) + return "".join(new_text) + + +def replace_blank(text: str) -> str: + """Remove spaces that sit between two Chinese characters. + + Spaces between ASCII tokens (or ASCII↔Chinese boundaries) are kept so + English word boundaries aren't collapsed. + """ + out_str: List[str] = [] + for i, c in enumerate(text): + if c == " ": + if ( + i + 1 < len(text) + and i - 1 >= 0 + and text[i + 1].isascii() + and text[i + 1] != " " + and text[i - 1].isascii() + and text[i - 1] != " " + ): + out_str.append(c) + else: + out_str.append(c) + return "".join(out_str) + + +def is_only_punctuation(text: str) -> bool: + """Return ``True`` if *text* consists solely of punctuation / symbols.""" + import regex # heavier Unicode property support than stdlib ``re`` + + return bool(regex.fullmatch(r"^[\p{P}\p{S}]*$", text)) + + +def split_paragraph( + text: str, + tokenize: Callable[[str], List[int]], + lang: str = "zh", + token_max_n: int = 80, + token_min_n: int = 60, + merge_len: int = 20, + comma_split: bool = False, +): + """Split *text* into sub-sentences bounded by *token_max_n* / *token_min_n*. + + Parameters match ``cosyvoice.utils.frontend_utils.split_paragraph`` exactly. + """ + + def _calc_utt_length(t: str) -> int: + if lang == "zh": + return len(t) + return len(tokenize(t)) + + def _should_merge(t: str) -> bool: + if lang == "zh": + return len(t) < merge_len + return len(tokenize(t)) < merge_len + + if lang == "zh": + pounc = ["。", "?", "!", ";", ":", "、", ".", "?", "!", ";"] + else: + pounc = [".", "?", "!", ";", ":"] + if comma_split: + pounc.extend([",", ","]) + + if text[-1] not in pounc: + text += "。" if lang == "zh" else "." + + st = 0 + utts = [] + for i, c in enumerate(text): + if c in pounc: + if len(text[st:i]) > 0: + utts.append(text[st : i] + c) + if i + 1 < len(text) and text[i + 1] in ['"', "”"]: + tmp = utts.pop(-1) + utts.append(tmp + text[i + 1]) + st = i + 2 + else: + st = i + 1 + + final_utts = [] + cur_utt = "" + for utt in utts: + if _calc_utt_length(cur_utt + utt) > token_max_n and _calc_utt_length(cur_utt) > token_min_n: + final_utts.append(cur_utt) + cur_utt = "" + cur_utt = cur_utt + utt + if len(cur_utt) > 0: + if _should_merge(cur_utt) and len(final_utts) != 0: + final_utts[-1] = final_utts[-1] + cur_utt + else: + final_utts.append(cur_utt) + + return final_utts diff --git a/mlx_audio/tts/models/cosyvoice3/hift.py b/mlx_audio/tts/models/cosyvoice3/hift.py new file mode 100644 index 000000000..e9d809130 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/hift.py @@ -0,0 +1,438 @@ +"""CosyVoice3 HiFT vocoder (mel spectrogram -> waveform). + +Uses a harmonic-plus-noise excitation source, causal convolution blocks, and +inverse STFT reconstruction. Non-streaming whole-utterance synthesis is +supported. +""" + +import math +from typing import Dict, List, Optional, Tuple + +import mlx.core as mx +import mlx.nn as nn + +from mlx_audio.tts.models.chatterbox.s3gen.hifigan import ( + Snake, + hann_window_periodic, + istft, + stft, +) + +from .config import HiFTConfig + + +def _linear_interpolate_align_false(x: mx.array, new_size: int) -> mx.array: + """Interpolate along the last axis using pixel-center coordinates.""" + T = x.shape[-1] + if new_size == T: + return x + dst = mx.arange(new_size).astype(x.dtype) + src = (dst + 0.5) * (T / new_size) - 0.5 + src = mx.clip(src, 0, T - 1) + idx_low = mx.floor(src).astype(mx.int32) + idx_high = mx.minimum(idx_low + 1, T - 1) + w = src - idx_low.astype(x.dtype) + low = mx.take(x, idx_low, axis=-1) + high = mx.take(x, idx_high, axis=-1) + return low + w * (high - low) + + +# --------------------------------------------------------------------------- # +# causal conv building blocks +# --------------------------------------------------------------------------- # +class CausalConv1d(nn.Module): + """1-D convolution with one-sided padding.""" + + def __init__( + self, + in_channels: int, + out_channels: int, + kernel_size: int, + dilation: int = 1, + causal_type: str = "left", + ): + super().__init__() + assert causal_type in ("left", "right") + scale = math.sqrt(1 / (in_channels * kernel_size)) + self.weight = mx.random.uniform( + low=-scale, high=scale, shape=(out_channels, kernel_size, in_channels) + ) + self.bias = mx.zeros((out_channels,)) + self.dilation = dilation + self.causal_type = causal_type + self.causal_padding = dilation * (kernel_size - 1) + + def __call__(self, x: mx.array) -> mx.array: + """x: (B, T, C) channel-last.""" + if self.causal_padding: + widths = ( + [(0, 0), (self.causal_padding, 0), (0, 0)] + if self.causal_type == "left" + else [(0, 0), (0, self.causal_padding), (0, 0)] + ) + x = mx.pad(x, widths) + y = mx.conv1d(x, self.weight, stride=1, padding=0, dilation=self.dilation) + return y + self.bias + + +class CausalConv1dDownSample(nn.Module): + """Strided convolution with left-context padding.""" + + def __init__(self, in_channels: int, out_channels: int, kernel_size: int, stride: int): + super().__init__() + scale = math.sqrt(1 / (in_channels * kernel_size)) + self.weight = mx.random.uniform( + low=-scale, high=scale, shape=(out_channels, kernel_size, in_channels) + ) + self.bias = mx.zeros((out_channels,)) + self.stride = stride + self.causal_padding = stride - 1 + + def __call__(self, x: mx.array) -> mx.array: + x = mx.pad(x, [(0, 0), (self.causal_padding, 0), (0, 0)]) + y = mx.conv1d(x, self.weight, stride=self.stride, padding=0) + return y + self.bias + + +class CausalConv1dUpsample(nn.Module): + """Nearest-neighbor upsampling followed by causal convolution.""" + + def __init__(self, in_channels: int, out_channels: int, kernel_size: int, stride: int): + super().__init__() + scale = math.sqrt(1 / (in_channels * kernel_size)) + self.weight = mx.random.uniform( + low=-scale, high=scale, shape=(out_channels, kernel_size, in_channels) + ) + self.bias = mx.zeros((out_channels,)) + self.stride = stride + self.causal_padding = kernel_size - 1 + + def __call__(self, x: mx.array) -> mx.array: + """x: (B, T, C) channel-last.""" + x = mx.repeat(x, self.stride, axis=1) # nearest-neighbor upsample + x = mx.pad(x, [(0, 0), (self.causal_padding, 0), (0, 0)]) + y = mx.conv1d(x, self.weight, stride=1, padding=0) + return y + self.bias + + +class ResBlock(nn.Module): + """Causal ResBlock: Snake -> CausalConv1d(left) -> Snake -> CausalConv1d(left).""" + + def __init__(self, channels: int, kernel_size: int, dilations: List[int]): + super().__init__() + self.convs1 = [ + CausalConv1d(channels, channels, kernel_size, dilation=d, causal_type="left") + for d in dilations + ] + self.convs2 = [ + CausalConv1d(channels, channels, kernel_size, dilation=1, causal_type="left") + for _ in dilations + ] + self.activations1 = [Snake(channels, alpha_logscale=False) for _ in dilations] + self.activations2 = [Snake(channels, alpha_logscale=False) for _ in dilations] + + def __call__(self, x: mx.array) -> mx.array: + """x: (B, C, T) channel-first.""" + for i in range(len(self.convs1)): + xt = self.activations1[i](x) + xt = mx.swapaxes(xt, 1, 2) + xt = self.convs1[i](xt) + xt = mx.swapaxes(xt, 1, 2) + xt = self.activations2[i](xt) + xt = mx.swapaxes(xt, 1, 2) + xt = self.convs2[i](xt) + xt = mx.swapaxes(xt, 1, 2) + x = xt + x + return x + + +class CausalConvRNNF0Predictor(nn.Module): + """5-layer causal Conv1d + ELU stack -> Linear classifier. + + condnet[0] uses right-context (kernel 4), condnet[1:] use left-context + (kernel 3) — matches ``cosyvoice...CausalConvRNNF0Predictor``. + """ + + def __init__(self, num_class: int = 1, in_channels: int = 80, cond_channels: int = 512): + super().__init__() + self.condnet = [ + CausalConv1d(in_channels, cond_channels, kernel_size=4, causal_type="right"), + CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), + CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), + CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), + CausalConv1d(cond_channels, cond_channels, kernel_size=3, causal_type="left"), + ] + self.classifier = nn.Linear(cond_channels, num_class) + + def __call__(self, x: mx.array) -> mx.array: + """x: (B, C, T) -> f0 (B, T).""" + x = mx.swapaxes(x, 1, 2) # (B, T, C) + for conv in self.condnet: + x = nn.elu(conv(x)) + x = self.classifier(x) + x = mx.squeeze(x, axis=-1) + return mx.abs(x) + + +# --------------------------------------------------------------------------- # +# causal NSF source +# --------------------------------------------------------------------------- # +class CausalSineGen(nn.Module): + """Causal harmonic excitation generator for the vocoder.""" + + def __init__( + self, + samp_rate: int, + upsample_scale: int, + harmonic_num: int = 0, + sine_amp: float = 0.1, + noise_std: float = 0.003, + voiced_threshold: float = 0, + ): + super().__init__() + self.sine_amp = sine_amp + self.noise_std = noise_std + self.harmonic_num = harmonic_num + self.sampling_rate = samp_rate + self.voiced_threshold = voiced_threshold + self.upsample_scale = upsample_scale + # Random initial phases for harmonic components. + rand_ini = mx.random.uniform(shape=(1, harmonic_num + 1)) + self.rand_ini = mx.concatenate([mx.zeros((1, 1)), rand_ini[:, 1:]], axis=1) + + def _f02uv(self, f0: mx.array) -> mx.array: + return (f0 > self.voiced_threshold).astype(mx.float32) + + def __call__(self, f0: mx.array) -> Tuple[mx.array, mx.array, mx.array]: + """f0: (B, T, 1) -> sine_waves/uv/noise, each (B, T, H+1)/(B, T, 1).""" + harmonics = mx.arange(1, self.harmonic_num + 2).reshape(1, 1, -1) + fn = f0 * harmonics # (B, T, H+1) + + T = fn.shape[1] + rad_values = (fn / self.sampling_rate) % 1 # (B, T, H+1) + rad_values = rad_values.at[:, 0, :].add(self.rand_ini) + + T_down = max(1, T // self.upsample_scale) + rad_t = mx.swapaxes(rad_values, 1, 2) # (B, H+1, T) + rad_down_t = _linear_interpolate_align_false(rad_t, T_down) # (B, H+1, T_down) + rad_down = mx.swapaxes(rad_down_t, 1, 2) # (B, T_down, H+1) + + phase_down = mx.cumsum(rad_down, axis=1) * 2 * math.pi # (B, T_down, H+1) + phase_down_t = mx.swapaxes(phase_down, 1, 2) * self.upsample_scale # (B, H+1, T_down) + phase_t = mx.repeat(phase_down_t, self.upsample_scale, axis=-1) # nearest upsample + + diff = T - phase_t.shape[-1] + if diff > 0: + phase_t = mx.pad(phase_t, [(0, 0), (0, 0), (0, diff)]) + elif diff < 0: + phase_t = phase_t[:, :, :T] + phase = mx.swapaxes(phase_t, 1, 2) # (B, T, H+1) + + sine_waves = mx.sin(phase) * self.sine_amp + uv = self._f02uv(f0) # (B, T, 1) + noise_amp = uv * self.noise_std + (1 - uv) * self.sine_amp / 3 + noise = noise_amp * mx.random.uniform( + shape=sine_waves.shape, key=mx.random.key(0) + ) + sine_waves = sine_waves * uv + noise + return sine_waves, uv, noise + + +class CausalSourceModuleHnNSF(nn.Module): + """Merges CausalSineGen harmonics into a single excitation via tanh(linear(.)).""" + + def __init__( + self, + sampling_rate: int, + upsample_scale: int, + harmonic_num: int = 0, + sine_amp: float = 0.1, + add_noise_std: float = 0.003, + voiced_threshod: float = 0, + ): + super().__init__() + self.sine_amp = sine_amp + self.noise_std = add_noise_std + self.l_sin_gen = CausalSineGen( + sampling_rate, upsample_scale, harmonic_num, sine_amp, add_noise_std, voiced_threshod + ) + self.l_linear = nn.Linear(harmonic_num + 1, 1) + + def __call__(self, x: mx.array) -> Tuple[mx.array, mx.array, mx.array]: + """x: (B, T, 1) -> sine_merge (B, T, 1), noise (B, T, 1), uv (B, T, 1).""" + sine_wavs, uv, _ = self.l_sin_gen(x) + sine_merge = mx.tanh(self.l_linear(sine_wavs)) + noise = mx.random.normal(shape=uv.shape) * self.sine_amp / 3 + return sine_merge, noise, uv + + +# --------------------------------------------------------------------------- # +# generator +# --------------------------------------------------------------------------- # +class CausalHiFTGenerator(nn.Module): + """v3 HiFT vocoder: causal NSF sine source + causal ISTFTNet decoder.""" + + def __init__(self, config: HiFTConfig): + super().__init__() + self.config = config + self.out_channels = 1 + self.nb_harmonics = config.nb_harmonics + self.sampling_rate = config.sampling_rate + self.istft_params = config.istft_params + self.lrelu_slope = 0.1 + self.audio_limit = 0.99 + + self.num_kernels = len(config.resblock_kernel_sizes) + self.num_upsamples = len(config.upsample_rates) + + upsample_scale = math.prod(config.upsample_rates) * config.istft_params["hop_len"] + self.f0_upsample_scale = upsample_scale + + self.m_source = CausalSourceModuleHnNSF( + sampling_rate=config.sampling_rate, + upsample_scale=upsample_scale, + harmonic_num=config.nb_harmonics, + sine_amp=config.nsf_alpha, + add_noise_std=config.nsf_sigma, + voiced_threshod=config.nsf_voiced_threshold, + ) + + self.conv_pre_look_right = config.conv_pre_look_right + self.conv_pre = CausalConv1d( + config.in_channels, + config.base_channels, + config.conv_pre_look_right + 1, + dilation=1, + causal_type="right", + ) + + self.ups = [ + CausalConv1dUpsample( + config.base_channels // (2**i), config.base_channels // (2 ** (i + 1)), k, u + ) + for i, (u, k) in enumerate( + zip(config.upsample_rates, config.upsample_kernel_sizes) + ) + ] + + downsample_rates = [1] + config.upsample_rates[::-1][:-1] + downsample_cum_rates = [] + cum = 1 + for r in downsample_rates: + cum *= r + downsample_cum_rates.append(cum) + + self.source_downs = [] + self.source_resblocks = [] + for i, (u, k, d) in enumerate( + zip( + downsample_cum_rates[::-1], + config.source_resblock_kernel_sizes, + config.source_resblock_dilation_sizes, + ) + ): + ch = config.base_channels // (2 ** (i + 1)) + if u == 1: + self.source_downs.append( + CausalConv1d( + config.istft_params["n_fft"] + 2, ch, 1, dilation=1, causal_type="left" + ) + ) + else: + self.source_downs.append( + CausalConv1dDownSample(config.istft_params["n_fft"] + 2, ch, u * 2, u) + ) + self.source_resblocks.append(ResBlock(ch, k, d)) + + self.resblocks = [] + for i in range(len(self.ups)): + ch = config.base_channels // (2 ** (i + 1)) + for k, d in zip(config.resblock_kernel_sizes, config.resblock_dilation_sizes): + self.resblocks.append(ResBlock(ch, k, d)) + + final_ch = config.base_channels // (2 ** len(self.ups)) + self.conv_post = CausalConv1d( + final_ch, config.istft_params["n_fft"] + 2, 7, dilation=1, causal_type="left" + ) + + self.stft_window = hann_window_periodic(config.istft_params["n_fft"]) + self.f0_predictor = CausalConvRNNF0Predictor( + in_channels=config.in_channels, cond_channels=config.base_channels + ) + + # ------------------------------------------------------------------ # + def _f0_upsample(self, f0: mx.array) -> mx.array: + return mx.repeat(f0, self.f0_upsample_scale, axis=2) + + def _stft(self, x: mx.array) -> tuple: + return stft(x, self.istft_params["n_fft"], self.istft_params["hop_len"], self.stft_window) + + def _istft(self, magnitude: mx.array, phase: mx.array) -> mx.array: + return istft( + magnitude, phase, self.istft_params["n_fft"], self.istft_params["hop_len"], self.stft_window + ) + + def decode(self, x: mx.array, s: mx.array) -> mx.array: + """x: mel (B, in_channels, T); s: source (B, 1, T_wave). -> waveform (B, T_wave).""" + s_stft_real, s_stft_imag = self._stft(s.squeeze(1)) + s_stft = mx.concatenate([s_stft_real, s_stft_imag], axis=1) + + x = mx.swapaxes(x, 1, 2) # (B, T, C) + x = self.conv_pre(x) + x = mx.swapaxes(x, 1, 2) # (B, C, T) + + for i in range(self.num_upsamples): + x = nn.leaky_relu(x, negative_slope=self.lrelu_slope) + x = mx.swapaxes(x, 1, 2) + x = self.ups[i](x) + x = mx.swapaxes(x, 1, 2) + + if i == self.num_upsamples - 1: + x = mx.concatenate([x[:, :, 1:2], x], axis=2) # reflection pad (1, 0) + + si = mx.swapaxes(s_stft, 1, 2) + si = self.source_downs[i](si) + si = mx.swapaxes(si, 1, 2) + si = self.source_resblocks[i](si) + x = x + si + + start_idx = i * self.num_kernels + x = mx.mean( + mx.stack( + [self.resblocks[start_idx + j](x) for j in range(self.num_kernels)], axis=0 + ), + axis=0, + ) + + x = nn.leaky_relu(x) + x = mx.swapaxes(x, 1, 2) + x = self.conv_post(x) + x = mx.swapaxes(x, 1, 2) + + n_fft_half = self.istft_params["n_fft"] // 2 + 1 + magnitude = mx.exp(x[:, :n_fft_half, :]) + phase = mx.sin(x[:, n_fft_half:, :]) + + x = self._istft(magnitude, phase) + x = mx.clip(x, -self.audio_limit, self.audio_limit) + return x + + def __call__(self, speech_feat: mx.array) -> Tuple[mx.array, mx.array]: + f0 = self.f0_predictor(speech_feat) # (B, T) + s = self._f0_upsample(mx.expand_dims(f0, 1)) # (B, 1, T*scale) + s = mx.swapaxes(s, 1, 2) # (B, T*scale, 1) + s, _, _ = self.m_source(s) + s = mx.swapaxes(s, 1, 2) # (B, 1, T*scale) + generated_speech = self.decode(x=speech_feat, s=s) + return generated_speech, s + + def inference( + self, speech_feat: mx.array, cache_source: Optional[mx.array] = None + ) -> Tuple[mx.array, mx.array]: + return self(speech_feat) + + # ------------------------------------------------------------------ # + def sanitize(self, weights: Dict[str, mx.array]) -> Dict[str, mx.array]: + from .convert import convert_hift_weights + + return convert_hift_weights(weights) diff --git a/mlx_audio/tts/models/cosyvoice3/llm.py b/mlx_audio/tts/models/cosyvoice3/llm.py new file mode 100644 index 000000000..4b70b7490 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/llm.py @@ -0,0 +1,180 @@ +"""CosyVoice3 speech-token language model (Qwen2 backbone). + +Architecture / token layout: + * A Qwen2 decoder-only backbone (via mlx_lm) consumes INPUT EMBEDDINGS, not + token ids — text is embedded by Qwen2's own embed_tokens, speech tokens by + a separate speech_embedding table. + * sos / eos / task_id / fill special tokens live in the speech_embedding table + at indices speech_token_size + {0, 1, 2, 3}. + * llm_decoder projects hidden states to (speech_token_size + 200) logits. + * the text stream MUST contain the <|endofprompt|> token (151646). + +Inference sequence: + + lm_input = [ sos_emb, text_emb(prompt+target), task_id_emb, prompt_speech_emb ] + +then autoregressively: + y = qwen2(inputs_embeds=lm_input, cache=cache)[:, -1] + logits = llm_decoder(y) + next_id = ras_sampling(logits, decoded, top_p=0.8, top_k=25, win_size=10, tau_r=0.1) + stop when next_id in stop_token_ids (eos == speech_token_size) + append speech_embedding[next_id] to the running input (KV-cached). +""" + +from typing import List, Optional + +import mlx.core as mx +import mlx.nn as nn + +from .config import LLMConfig +from .sampling import ras_sampling + + +class CosyVoice3LM(nn.Module): + def __init__(self, config: LLMConfig): + super().__init__() + self.config = config + self.speech_token_size = config.speech_token_size + self.llm_input_size = config.llm_input_size + self.llm_output_size = config.llm_output_size + + # special tokens (offsets into the speech_embedding table) + self.sos = config.speech_token_size + 0 + self.eos_token = config.speech_token_size + 1 + self.task_id = config.speech_token_size + 2 + self.fill_token = config.speech_token_size + 3 + # any id >= speech_token_size terminates decoding + self.stop_token_ids = list( + range(config.speech_token_size, config.speech_token_size + config.speech_vocab_extra) + ) + + # Qwen2 backbone (mlx_lm), built eagerly: the mlx-audio loader calls + # model.load_weights(...) right after construction, so the Qwen2 + # parameter tree must already exist for its weights to load. See + # build_backbone() below. + self.llm: Optional[nn.Module] = None + self.build_backbone() + + out_dim = config.speech_token_size + config.speech_vocab_extra + self.llm_decoder = nn.Linear(config.llm_output_size, out_dim, bias=False) + self.speech_embedding = nn.Embedding(out_dim, config.llm_input_size) + + # ------------------------------------------------------------------ # + def build_backbone(self): + """Instantiate the mlx_lm Qwen2 backbone from the LLM config. + + Called from ``__init__``. Idempotent — safe to call again (e.g. after + changing ``self.config``) if the backbone needs rebuilding. + """ + from mlx_lm.models.qwen2 import Model as Qwen2ForCausalLM + from mlx_lm.models.qwen2 import ModelArgs as Qwen2Args + + args = Qwen2Args( + model_type="qwen2", + hidden_size=self.config.hidden_size, + num_hidden_layers=self.config.num_hidden_layers, + intermediate_size=self.config.intermediate_size, + num_attention_heads=self.config.num_attention_heads, + num_key_value_heads=self.config.num_key_value_heads, + rms_norm_eps=self.config.rms_norm_eps, + vocab_size=self.config.vocab_size, + rope_theta=self.config.rope_theta, + tie_word_embeddings=self.config.tie_word_embeddings, + max_position_embeddings=self.config.max_position_embeddings, + ) + self.llm = Qwen2ForCausalLM(args) + + def text_embed(self, text_tokens: mx.array) -> mx.array: + """Embed text ids with the Qwen2 embed_tokens table.""" + if self.llm is None: + raise RuntimeError("call build_backbone() first") + return self.llm.model.embed_tokens(text_tokens) + + def _special_emb(self, idx: int) -> mx.array: + return self.speech_embedding(mx.array([[idx]], dtype=mx.int32)) # (1,1,D) + + def inference( + self, + text: mx.array, + prompt_text: mx.array, + prompt_speech_token: mx.array, + sampling: int = 25, + max_token_text_ratio: float = 20.0, + min_token_text_ratio: float = 2.0, + top_p: float = 0.8, + top_k: int = 25, + win_size: int = 10, + tau_r: float = 0.1, + ) -> List[int]: + """Autoregressively generate speech tokens for one utterance. + + text / prompt_text: (1, L) int ids (Qwen2 vocab; must contain 151646). + prompt_speech_token: (1, P) int speech token ids (0 if none). + Returns list of generated speech token ids (eos excluded). + """ + from mlx_lm.models.cache import make_prompt_cache + + if self.llm is None: + raise RuntimeError("call build_backbone() first") + + # 1. concat prompt_text + text and embed via Qwen2 + text = mx.concatenate([prompt_text, text], axis=1) + if self.config.endofprompt_token not in text.tolist()[0]: + raise ValueError( + f"<|endofprompt|> ({self.config.endofprompt_token}) not detected " + "in CosyVoice3 text or prompt_text, check your input! (zero_shot " + "mode embeds it automatically via prompt_text; cross_lingual / " + "instruct usage must include it explicitly in `text`, e.g. " + "'You are a helpful assistant.<|endofprompt|>...')" + ) + text_emb = self.text_embed(text) # (1, L, D) + + # 2. build lm_input = [sos, text_emb, task_id, prompt_speech_emb] + sos_emb = self._special_emb(self.sos) + task_id_emb = self._special_emb(self.task_id) + if prompt_speech_token is not None and prompt_speech_token.shape[1] > 0: + prompt_speech_emb = self.speech_embedding(prompt_speech_token) + else: + prompt_speech_emb = mx.zeros((1, 0, self.llm_input_size), dtype=text_emb.dtype) + lm_input = mx.concatenate( + [sos_emb, text_emb, task_id_emb, prompt_speech_emb], axis=1 + ) + + # 3. length bounds relative to target text length + text_len = text.shape[1] - prompt_text.shape[1] + min_len = int(text_len * min_token_text_ratio) + max_len = int(text_len * max_token_text_ratio) + + # 4. step-by-step decode with KV cache + cache = make_prompt_cache(self.llm) + out_tokens: List[int] = [] + cur = lm_input + for i in range(max_len): + # Qwen2Model uses input_embeddings when provided; inputs is ignored + # but must be a valid array for shape bookkeeping. + dummy_ids = mx.zeros((cur.shape[0], cur.shape[1]), dtype=mx.int32) + h = self.llm.model(inputs=dummy_ids, cache=cache, input_embeddings=cur) + logits = self.llm_decoder(h[:, -1]) # (1, out_dim) + logits = logits[0] + ignore_eos = i < min_len + if ignore_eos: + # forbid all stop tokens until min_len reached + mask = mx.zeros_like(logits) + idx = mx.array(self.stop_token_ids, dtype=mx.int32) + mask = mask.at[idx].add(mx.array(float("-inf"))) + logits = logits + mask + top_id = ras_sampling( + logits, out_tokens, sampling, top_p=top_p, top_k=top_k, + win_size=win_size, tau_r=tau_r, + ) + if top_id in self.stop_token_ids: + break + out_tokens.append(top_id) + cur = self.speech_embedding(mx.array([[top_id]], dtype=mx.int32)) + return out_tokens + + def sanitize(self, weights: dict) -> dict: + """Map checkpoint keys to this module's tree.""" + from .convert import convert_llm_weights + + return convert_llm_weights(weights, tie_word_embeddings=self.config.tie_word_embeddings) diff --git a/mlx_audio/tts/models/cosyvoice3/sampling.py b/mlx_audio/tts/models/cosyvoice3/sampling.py new file mode 100644 index 000000000..fc31320e8 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/sampling.py @@ -0,0 +1,48 @@ +"""Sampling utilities for CosyVoice3's speech-token LM. + +``nucleus_sampling``/``random_sampling`` wrap ``mlx_lm``'s ``make_sampler``. +``ras_sampling`` adds repetition-aware fallback on top: if the nucleus pick +repeats too often within the last ``win_size`` decoded tokens +(>= win_size*tau_r), it re-samples with that token masked out. +""" + +from typing import List + +import mlx.core as mx +from mlx_lm.sample_utils import make_sampler + + +def _log_softmax(logits: mx.array) -> mx.array: + logits = logits.astype(mx.float32) + return logits - mx.logsumexp(logits, axis=-1, keepdims=True) + + +def nucleus_sampling(logits: mx.array, top_p: float = 0.8, top_k: int = 25) -> int: + """logits: (V,) unnormalized. Returns a sampled token id (int).""" + top_k = min(top_k, logits.shape[-1] - 1) + sampler = make_sampler(temp=1.0, top_p=top_p, top_k=top_k) + return int(sampler(_log_softmax(logits)).item()) + + +def random_sampling(logits: mx.array) -> int: + sampler = make_sampler(temp=1.0) + return int(sampler(_log_softmax(logits)).item()) + + +def ras_sampling( + logits: mx.array, + decoded_tokens: List[int], + sampling: int = 25, + top_p: float = 0.8, + top_k: int = 25, + win_size: int = 10, + tau_r: float = 0.1, +) -> int: + """Repetition-aware sampling: nucleus_sampling with a masked fallback.""" + top_id = nucleus_sampling(logits, top_p=top_p, top_k=top_k) + window = decoded_tokens[-win_size:] + rep_num = sum(1 for t in window if t == top_id) + if rep_num >= win_size * tau_r: + masked = logits.at[mx.array([top_id])].add(mx.array(float("-inf"))) + top_id = random_sampling(masked) + return top_id diff --git a/mlx_audio/tts/models/cosyvoice3/tokenizer.py b/mlx_audio/tts/models/cosyvoice3/tokenizer.py new file mode 100644 index 000000000..0ef6a8f31 --- /dev/null +++ b/mlx_audio/tts/models/cosyvoice3/tokenizer.py @@ -0,0 +1,34 @@ +"""Speech tokenizer for CosyVoice3 (waveform -> discrete speech tokens).""" + +from typing import Optional, Tuple + +import mlx.core as mx + + +class SpeechTokenizer: + """Lazy wrapper around the configured speech-tokenizer implementation.""" + + def __init__(self, name: str = "speech_tokenizer_v2_25hz", use_onnx: bool = False): + self.name = name + self.use_onnx = use_onnx + self._impl = None # lazy + + def _ensure(self): + if self._impl is not None: + return + if self.use_onnx: + raise NotImplementedError("onnxruntime speech tokenizer is not implemented") + from mlx_audio.codec.models.s3 import S3TokenizerV2 + + self._impl = S3TokenizerV2.from_pretrained(self.name) + mx.eval(self._impl.parameters()) + + def quantize(self, audio_16k: mx.array) -> Tuple[mx.array, mx.array]: + """audio (16k mono) -> (token_ids [1, N], token_lens [1]).""" + self._ensure() + from mlx_audio.codec.models.s3 import log_mel_spectrogram + + mels = log_mel_spectrogram(audio_16k) + mels = mx.expand_dims(mels, 0) + mel_lens = mx.array([mels.shape[-1]], dtype=mx.int32) + return self._impl.quantize(mels, mel_lens) diff --git a/mlx_audio/tts/tests/test_cosyvoice3.py b/mlx_audio/tts/tests/test_cosyvoice3.py new file mode 100644 index 000000000..9ad340716 --- /dev/null +++ b/mlx_audio/tts/tests/test_cosyvoice3.py @@ -0,0 +1,620 @@ +"""Unit tests for the CosyVoice3 MLX skeleton/implementation. + +These tests exercise the model with tiny, randomly-initialized configs (no +real checkpoint required) to lock in shape contracts and control flow: + * DiT forward pass shape. + * CFM + DiT end-to-end Euler solve. + * Flow token -> mel end-to-end. + * HiFT mel -> waveform. + * LLM autoregressive decode with a small Qwen2 backbone. + * ras_sampling / nucleus_sampling correctness on edge cases. + * ModelConfig (de)serialization, including nested dataclasses. + * convert.py mechanical weight transforms. + * Model.sanitize prefix routing. + * generate() end-to-end with a mocked frontend. + +Numerical parity against the PyTorch reference is intentionally NOT covered +here (it requires the real `iic/CosyVoice3-0.5B` checkpoint) — see the +package README's "Remaining work" section. +""" + +import tempfile +import unittest +from pathlib import Path +from unittest.mock import patch + +import mlx.core as mx +from mlx.utils import tree_flatten + +from mlx_audio.tts.models.cosyvoice3.config import ( + FlowConfig, + HiFTConfig, + LLMConfig, + ModelConfig, +) +from mlx_audio.tts.models.cosyvoice3.convert import ( + _merge_weight_norm, + conv1d_to_mlx, + conv_transpose1d_to_mlx, + fold_weight_norm, +) +from mlx_audio.tts.models.cosyvoice3.dit import DiT +from mlx_audio.tts.models.cosyvoice3.flow import CausalMaskedDiffWithDiT +from mlx_audio.tts.models.cosyvoice3.flow_matching import CausalConditionalCFM +from mlx_audio.tts.models.cosyvoice3.frontend import _first_existing_optional +from mlx_audio.tts.models.cosyvoice3.hift import CausalHiFTGenerator +from mlx_audio.tts.models.cosyvoice3.llm import CosyVoice3LM +from mlx_audio.tts.models.cosyvoice3.sampling import ( + nucleus_sampling, + ras_sampling, +) + + +def _tiny_llm_config() -> LLMConfig: + return LLMConfig( + hidden_size=64, + num_hidden_layers=2, + intermediate_size=128, + num_attention_heads=4, + num_key_value_heads=2, + vocab_size=200, + llm_input_size=64, + llm_output_size=64, + speech_token_size=50, + speech_vocab_extra=10, + ) + + +def _tiny_flow_config() -> FlowConfig: + return FlowConfig( + dit_hidden_size=128, + dit_depth=2, + dit_num_heads=4, + dit_head_dim=32, + dit_mlp_ratio=2.0, + pre_lookahead_channels=256, + vocab_size=60, + ) + + +class TestModelConfig(unittest.TestCase): + def test_defaults(self): + config = ModelConfig() + self.assertEqual(config.model_type, "cosyvoice3") + self.assertEqual(config.sample_rate, 24000) + self.assertEqual(config.llm.speech_token_size, 6561) + self.assertEqual(config.flow.dit_depth, 22) + self.assertEqual(config.flow.dit_hidden_size, 1024) + self.assertEqual(config.flow.dit_num_heads, 16) + self.assertEqual(config.flow.dit_mlp_ratio, 2.0) + self.assertEqual(config.hift.upsample_rates, [8, 5, 3]) + + def test_nested_from_dict(self): + config = ModelConfig.from_dict( + { + "sample_rate": 22050, + "llm": {"hidden_size": 1024}, + "flow": {"dit_depth": 20}, + "hift": {"sampling_rate": 22050}, + } + ) + self.assertEqual(config.sample_rate, 22050) + self.assertEqual(config.llm.hidden_size, 1024) + self.assertEqual(config.flow.dit_depth, 20) + self.assertEqual(config.hift.sampling_rate, 22050) + # unspecified nested fields keep their defaults + self.assertEqual(config.llm.speech_token_size, 6561) + + +class TestDiT(unittest.TestCase): + def test_forward_shape(self): + dit = DiT( + dim=128, + depth=2, + heads=4, + dim_head=32, + ff_mult=2.0, + mel_dim=80, + mu_dim=80, + spk_dim=80, + out_channels=80, + ) + mx.eval(dit.parameters()) + + batch, seq_len = 2, 20 + x = mx.random.normal((batch, 80, seq_len)) + mu = mx.random.normal((batch, 80, seq_len)) + cond = mx.zeros((batch, 80, seq_len)) + mask = mx.ones((batch, 1, seq_len)) + spks = mx.random.normal((batch, 80)) + t = mx.array([0.5, 0.5]) + + out = dit(x, mask, mu, t, spks, cond) + mx.eval(out) + self.assertEqual(out.shape, (batch, 80, seq_len)) + + def test_streaming_not_implemented(self): + dit = DiT(dim=32, depth=1, heads=2, dim_head=16, ff_mult=2.0) + mx.eval(dit.parameters()) + x = mx.random.normal((1, 80, 5)) + mu = mx.random.normal((1, 80, 5)) + cond = mx.zeros((1, 80, 5)) + mask = mx.ones((1, 1, 5)) + spks = mx.random.normal((1, 80)) + with self.assertRaises(NotImplementedError): + dit(x, mask, mu, mx.array(0.5), spks, cond, streaming=True) + + +class TestFlowMatching(unittest.TestCase): + def test_cfm_with_dit_end_to_end(self): + dit = DiT(dim=128, depth=2, heads=4, dim_head=32, ff_mult=2.0, out_channels=80) + cfm = CausalConditionalCFM( + estimator=dit, inference_cfg_rate=0.7, max_len=50 * 10 + ) + mx.eval(cfm.parameters()) + + batch, seq_len = 1, 20 + mu = mx.random.normal((batch, 80, seq_len)) + cond = mx.zeros((batch, 80, seq_len)) + mask = mx.ones((batch, 1, seq_len)) + spks = mx.random.normal((batch, 80)) + + mel = cfm(mu, mask, spks, cond, n_timesteps=4) + mx.eval(mel) + self.assertEqual(mel.shape, (batch, 80, seq_len)) + + +class TestFlow(unittest.TestCase): + def test_token_to_mel_end_to_end(self): + config = _tiny_flow_config() + flow = CausalMaskedDiffWithDiT(config) + mx.eval(flow.parameters()) + + prompt_token = mx.array([[1, 2, 3, 4, 5]], dtype=mx.int32) + token = mx.array([[10, 11, 12, 13, 14, 15]], dtype=mx.int32) + prompt_token_len = mx.array([5], dtype=mx.int32) + token_len = mx.array([6], dtype=mx.int32) + prompt_feat = mx.random.normal((1, 10, 80)) # 5 prompt tokens * ratio 2 + embedding = mx.random.normal((1, 192)) + + mel = flow.inference( + token, token_len, prompt_token, prompt_token_len, prompt_feat, None, + embedding, n_timesteps=3, + ) + mx.eval(mel) + expected_target_frames = (5 + 6) * config.token_mel_ratio - 10 + self.assertEqual(mel.shape, (1, 80, expected_target_frames)) + + def test_rejects_batch_size_greater_than_one(self): + config = _tiny_flow_config() + flow = CausalMaskedDiffWithDiT(config) + mx.eval(flow.parameters()) + token = mx.zeros((2, 4), dtype=mx.int32) + with self.assertRaises(ValueError): + flow.inference( + token, + mx.array([4, 4], dtype=mx.int32), + mx.zeros((2, 2), dtype=mx.int32), + mx.array([2, 2], dtype=mx.int32), + mx.zeros((2, 4, 80)), + None, + mx.zeros((2, 192)), + ) + + def test_sanitize_transposes_conv_weights(self): + config = _tiny_flow_config() + flow = CausalMaskedDiffWithDiT(config) + # PyTorch Conv1d weight layout: (out_channels, in_channels, kernel) + pt_weight = mx.zeros((config.pre_lookahead_channels, config.input_size, 4)) + out = flow.sanitize({"pre_lookahead_layer.conv1.weight": pt_weight}) + # MLX Conv1d layout: (out_channels, kernel, in_channels) + self.assertEqual( + out["pre_lookahead_layer.conv1.weight"].shape, + (config.pre_lookahead_channels, 4, config.input_size), + ) + + +class TestFrontEnd(unittest.TestCase): + def test_first_existing_optional_returns_none_when_absent(self): + with tempfile.TemporaryDirectory() as d: + root = Path(d) + self.assertIsNone( + _first_existing_optional(root, "campplus.safetensors", "campplus.onnx") + ) + + def test_first_existing_optional_prefers_listed_order(self): + with tempfile.TemporaryDirectory() as d: + root = Path(d) + (root / "campplus.onnx").touch() + found = _first_existing_optional( + root, "campplus.safetensors", "campplus.onnx" + ) + self.assertEqual(found, root / "campplus.onnx") + + (root / "campplus.safetensors").touch() + found = _first_existing_optional( + root, "campplus.safetensors", "campplus.onnx" + ) + self.assertEqual(found, root / "campplus.safetensors") + + def test_extract_speaker_embedding_requires_encoder(self): + from mlx_audio.tts.models.cosyvoice3.frontend import CosyVoice3FrontEnd + + fe = CosyVoice3FrontEnd() + with self.assertRaises(RuntimeError): + fe.extract_speaker_embedding("dummy.wav") + + def test_encode_text_requires_tokenizer(self): + from mlx_audio.tts.models.cosyvoice3.frontend import CosyVoice3FrontEnd + + fe = CosyVoice3FrontEnd() + with self.assertRaises(RuntimeError): + fe.encode_text("hello") + + +class TestHiFT(unittest.TestCase): + def test_mel_to_waveform(self): + hift = CausalHiFTGenerator(HiFTConfig()) + mx.eval(hift.parameters()) + + mel = mx.random.normal((1, 80, 20)) + wav, _ = hift.inference(mel) + mx.eval(wav) + + upsample_total = 8 * 5 * 3 * HiFTConfig().istft_params["hop_len"] + self.assertEqual(wav.shape, (1, 20 * upsample_total)) + + +class TestLLM(unittest.TestCase): + def test_autoregressive_decode(self): + config = _tiny_llm_config() + lm = CosyVoice3LM(config) # backbone is built eagerly in __init__ + mx.eval(lm.parameters()) + + text = mx.array([[5, 6, 151646, 8]], dtype=mx.int32) + prompt_text = mx.array([[1, 2, 3]], dtype=mx.int32) + prompt_speech = mx.array([[10, 11]], dtype=mx.int32) + + tokens = lm.inference( + text, prompt_text, prompt_speech, + min_token_text_ratio=0.5, max_token_text_ratio=5.0, + ) + self.assertIsInstance(tokens, list) + self.assertLessEqual(len(tokens), int(4 * 5.0)) + for t in tokens: + self.assertLess(t, config.speech_token_size) # eos/specials excluded + + def test_special_token_offsets(self): + config = _tiny_llm_config() + lm = CosyVoice3LM(config) + self.assertEqual(lm.sos, config.speech_token_size) + self.assertEqual(lm.eos_token, config.speech_token_size + 1) + self.assertEqual(lm.task_id, config.speech_token_size + 2) + self.assertEqual(lm.fill_token, config.speech_token_size + 3) + self.assertEqual(len(lm.stop_token_ids), config.speech_vocab_extra) + + def test_backbone_built_eagerly(self): + """The Qwen2 backbone must exist right after __init__ — the + mlx-audio loader calls model.load_weights(...) immediately after + construction, before any explicit build_backbone() call, so a lazily + built (None) backbone would silently drop its weights.""" + config = _tiny_llm_config() + lm = CosyVoice3LM(config) + self.assertIsNotNone(lm.llm) + + def test_sanitize_remaps_qwen_backbone_keys(self): + config = _tiny_llm_config() + lm = CosyVoice3LM(config) + weights = { + "llm.model.model.embed_tokens.weight": mx.zeros((10, 32)), + "llm_decoder.weight": mx.zeros((25, 32)), + } + out = lm.sanitize(weights) + self.assertIn("llm.model.embed_tokens.weight", out) + self.assertNotIn("llm.model.model.embed_tokens.weight", out) + self.assertIn("llm_decoder.weight", out) + + +class TestSampling(unittest.TestCase): + def test_nucleus_sampling_always_includes_top_candidate(self): + logits = mx.array([10.0, 0.0, 0.0, 0.0]) + # even with a vanishingly small top_p, the top candidate must be kept + result = nucleus_sampling(logits, top_p=0.01, top_k=25) + self.assertEqual(result, 0) + + def test_nucleus_sampling_respects_top_k(self): + logits = mx.array([10.0, 9.0, 0.0, 0.0]) + result = nucleus_sampling(logits, top_p=0.99, top_k=1) + self.assertEqual(result, 0) + + def test_ras_sampling_suppresses_heavy_repetition(self): + logits = mx.array([100.0, 0.0, 0.0]) + decoded = [0] * 10 # window full of the dominant candidate + result = ras_sampling( + logits, decoded, sampling=25, top_p=0.8, top_k=25, + win_size=10, tau_r=0.1, + ) + self.assertNotEqual(result, 0) + + def test_ras_sampling_without_history_matches_nucleus(self): + logits = mx.array([10.0, 0.0, 0.0]) + result = ras_sampling(logits, [], sampling=25) + self.assertEqual(result, 0) + + +class TestConvert(unittest.TestCase): + def test_conv1d_to_mlx(self): + w = mx.zeros((16, 8, 3)) # (out, in, k) + out = conv1d_to_mlx(w) + self.assertEqual(out.shape, (16, 3, 8)) + + def test_conv_transpose1d_to_mlx(self): + w = mx.zeros((8, 16, 4)) # (in, out, k) + out = conv_transpose1d_to_mlx(w) + self.assertEqual(out.shape, (16, 4, 8)) + + def test_fold_weight_norm_shape(self): + g = mx.ones((16, 1, 1)) + v = mx.random.normal((16, 8, 3)) + out = fold_weight_norm(g, v) + self.assertEqual(out.shape, (16, 8, 3)) + + def test_merge_weight_norm_drops_batch_tracked(self): + state = { + "c.weight_g": mx.ones((4, 1, 1)), + "c.weight_v": mx.random.normal((4, 2, 3)), + "b.num_batches_tracked": mx.array(5), + } + merged = _merge_weight_norm(state) + self.assertIn("c.weight", merged) + self.assertNotIn("c.weight_g", merged) + self.assertNotIn("c.weight_v", merged) + self.assertNotIn("b.num_batches_tracked", merged) + + def test_convert_flow_weights_matches_real_checkpoint_key_layout(self): + """Regression test pinned to the real flow.pt state_dict layout + (verified 2026-07-24 against FunAudioLLM/Fun-CosyVoice3-0.5B-2512). + + The reference DiT stores a few blocks as nn.Sequential with a + non-parametric layer (GELU/SiLU/Mish/Dropout) interleaved, which + shifts the numeric indices PyTorch assigns vs. this module's flat + parameter lists. Exercise convert_flow_weights against exactly the + key shapes seen in the real checkpoint and load the result into a + real CausalMaskedDiffWithDiT to catch drift in either direction. + """ + from mlx_audio.tts.models.cosyvoice3.convert import convert_flow_weights + from mlx_audio.tts.models.cosyvoice3.flow import CausalMaskedDiffWithDiT + + torch_state = { + # FeedForward.ff = Sequential(Sequential(Linear, GELU), Dropout, Linear) + "decoder.estimator.transformer_blocks.0.ff.ff.0.0.weight": mx.zeros((2048, 1024)), + "decoder.estimator.transformer_blocks.0.ff.ff.0.0.bias": mx.zeros((2048,)), + "decoder.estimator.transformer_blocks.0.ff.ff.2.weight": mx.zeros((1024, 2048)), + "decoder.estimator.transformer_blocks.0.ff.ff.2.bias": mx.zeros((1024,)), + # CausalConvPositionEmbedding.conv{1,2} = Sequential(Conv1d, Mish) + "decoder.estimator.input_embed.conv_pos_embed.conv1.0.weight": mx.zeros((1024, 64, 31)), + "decoder.estimator.input_embed.conv_pos_embed.conv1.0.bias": mx.zeros((1024,)), + "decoder.estimator.input_embed.conv_pos_embed.conv2.0.weight": mx.zeros((1024, 64, 31)), + "decoder.estimator.input_embed.conv_pos_embed.conv2.0.bias": mx.zeros((1024,)), + # TimestepEmbedding.time_mlp = Sequential(Linear, SiLU, Linear) + "decoder.estimator.time_embed.time_mlp.0.weight": mx.zeros((1024, 256)), + "decoder.estimator.time_embed.time_mlp.0.bias": mx.zeros((1024,)), + "decoder.estimator.time_embed.time_mlp.2.weight": mx.zeros((1024, 1024)), + "decoder.estimator.time_embed.time_mlp.2.bias": mx.zeros((1024,)), + # non-persistent buffer: never learned, must be dropped + "decoder.estimator.rotary_embed.inv_freq": mx.zeros((32,)), + } + converted = convert_flow_weights(torch_state) + + self.assertIn("decoder.estimator.transformer_blocks.0.ff.ff.0.weight", converted) + self.assertIn("decoder.estimator.transformer_blocks.0.ff.ff.1.weight", converted) + self.assertNotIn( + "decoder.estimator.transformer_blocks.0.ff.ff.0.0.weight", converted + ) + self.assertIn( + "decoder.estimator.input_embed.conv_pos_embed.conv1.weight", converted + ) + self.assertIn("decoder.estimator.time_embed.time_mlp.1.weight", converted) + self.assertNotIn("decoder.estimator.rotary_embed.inv_freq", converted) + + # conv weights land in MLX's (out, k, in) layout, not raw PyTorch (out, in, k) + self.assertEqual( + converted["decoder.estimator.input_embed.conv_pos_embed.conv1.weight"].shape, + (1024, 31, 64), + ) + + # every converted key must resolve into the real module's parameter tree + flow = CausalMaskedDiffWithDiT(_tiny_flow_config()) + real_keys = set(dict(tree_flatten(flow.parameters())).keys()) + for k in converted: + self.assertIn(k, real_keys, f"{k} has no matching parameter in CausalMaskedDiffWithDiT") + + def test_convert_llm_weights_matches_real_checkpoint_key_layout(self): + """Regression test pinned to the real llm.pt state_dict layout + (verified 2026-07-24 against FunAudioLLM/Fun-CosyVoice3-0.5B-2512). + + With tie_word_embeddings=True (the v3 default), the checkpoint's + ``llm.model.lm_head.weight`` is bit-for-bit identical to + ``llm.model.model.embed_tokens.weight`` and must be dropped: mlx_lm's + Qwen2 does not allocate a separate lm_head parameter when tied, so + keeping it would break ``load_weights(strict=True)``. + """ + from mlx_audio.tts.models.cosyvoice3.convert import convert_llm_weights + + embed = mx.zeros((100, 64)) + torch_state = { + "llm.model.model.embed_tokens.weight": embed, + "llm.model.model.norm.weight": mx.zeros((64,)), + "llm.model.lm_head.weight": embed, # tied: identical to embed_tokens + "llm_decoder.weight": mx.zeros((60, 64)), + "speech_embedding.weight": mx.zeros((60, 64)), + } + + tied = convert_llm_weights(torch_state, tie_word_embeddings=True) + self.assertIn("llm.model.embed_tokens.weight", tied) + self.assertNotIn("llm.lm_head.weight", tied) + self.assertIn("llm_decoder.weight", tied) + self.assertIn("speech_embedding.weight", tied) + + untied = convert_llm_weights(torch_state, tie_word_embeddings=False) + self.assertIn("llm.lm_head.weight", untied) + + # loads cleanly (strict) into the real module's parameter tree + cfg = _tiny_llm_config() + m = CosyVoice3LM(cfg) + real_keys = set(dict(tree_flatten(m.parameters())).keys()) + for k in tied: + self.assertIn(k, real_keys, f"{k} has no matching parameter in CosyVoice3LM") + + def test_convert_hift_weights_matches_real_checkpoint_key_layout(self): + """Regression test pinned to the real hift.pt state_dict layout + (verified 2026-07-24 against FunAudioLLM/Fun-CosyVoice3-0.5B-2512). + + Unlike the non-causal HiFTGenerator, ``CausalConv1dUpsample`` (used + for ``ups.*``) subclasses ``torch.nn.Conv1d`` directly rather than + ``ConvTranspose1d`` — its weight is (out, in, k), same layout as every + other conv here, so all ndim==3 weights take the identical + conv1d_to_mlx transpose. ``f0_predictor.condnet`` skips the + PyTorch-Sequential ELU indices (0,2,4,6,8 -> 0,1,2,3,4). + """ + from mlx_audio.tts.models.cosyvoice3.convert import convert_hift_weights + from mlx_audio.tts.models.cosyvoice3.hift import CausalHiFTGenerator + + torch_state = { + "conv_pre.parametrizations.weight.original0": mx.ones((512, 1, 1)), + "conv_pre.parametrizations.weight.original1": mx.ones((512, 80, 5)) * 0.1, + "conv_pre.bias": mx.zeros((512,)), + # ups.0: CausalConv1dUpsample is a plain Conv1d subclass -> (out, in, k) + "ups.0.parametrizations.weight.original0": mx.ones((256, 1, 1)), + "ups.0.parametrizations.weight.original1": mx.ones((256, 512, 16)) * 0.1, + "ups.0.bias": mx.zeros((256,)), + "f0_predictor.condnet.0.parametrizations.weight.original0": mx.ones((512, 1, 1)), + "f0_predictor.condnet.0.parametrizations.weight.original1": mx.ones((512, 80, 4)) * 0.1, + "f0_predictor.condnet.0.bias": mx.zeros((512,)), + "f0_predictor.condnet.2.parametrizations.weight.original0": mx.ones((512, 1, 1)), + "f0_predictor.condnet.2.parametrizations.weight.original1": mx.ones((512, 512, 3)) * 0.1, + "f0_predictor.condnet.2.bias": mx.zeros((512,)), + } + converted = convert_hift_weights(torch_state) + + self.assertEqual(converted["conv_pre.weight"].shape, (512, 5, 80)) + self.assertEqual(converted["ups.0.weight"].shape, (256, 16, 512)) + self.assertIn("f0_predictor.condnet.0.weight", converted) + self.assertIn("f0_predictor.condnet.1.weight", converted) + self.assertNotIn("f0_predictor.condnet.2.weight", converted) + + # loads cleanly into the real module's parameter tree (shapes match) + hift = CausalHiFTGenerator(HiFTConfig()) + real = dict(tree_flatten(hift.parameters())) + for k, v in converted.items(): + self.assertIn(k, real, f"{k} has no matching parameter in CausalHiFTGenerator") + self.assertEqual(v.shape, real[k].shape, f"{k} shape mismatch") + + +class TestModelIntegration(unittest.TestCase): + def test_sanitize_routes_by_prefix(self): + """Verify the prefix-split/re-prefix routing itself, independent of + each sub-module's own sanitize (which may drop unknown keys — see + e.g. CausalHiFTGenerator.sanitize, which only keeps keys matching its + real parameter tree).""" + from mlx_audio.tts.models.cosyvoice3 import Model, ModelConfig as MC + + model = Model(MC()) + weights = { + "llm.foo": mx.array([1.0]), + "flow.bar": mx.array([2.0]), + "hift.baz": mx.array([3.0]), + "unprefixed": mx.array([4.0]), + } + with ( + patch.object(model.llm, "sanitize", side_effect=lambda w: w), + patch.object(model.flow, "sanitize", side_effect=lambda w: w), + patch.object(model.hift, "sanitize", side_effect=lambda w: w), + ): + routed = model.sanitize(weights) + self.assertEqual( + sorted(routed.keys()), ["flow.bar", "hift.baz", "llm.foo", "unprefixed"] + ) + + def test_hift_sanitize_is_a_pure_key_transform(self): + """CausalHiFTGenerator.sanitize (convert_hift_weights) only reshapes + keys/values — like convert_flow_weights/convert_llm_weights, it does + not filter against the live parameter tree. Actually dropping unknown + keys happens at ``load_weights(strict=False)`` time, not here.""" + from mlx_audio.tts.models.cosyvoice3.hift import CausalHiFTGenerator + + hift = CausalHiFTGenerator(HiFTConfig()) + routed = hift.sanitize({"totally_unknown_key": mx.array([1.0])}) + self.assertIn("totally_unknown_key", routed) + + def test_generate_end_to_end_with_mock_frontend(self): + from mlx_audio.tts.models.cosyvoice3 import Model + + config = ModelConfig( + llm=_tiny_llm_config(), + flow=_tiny_flow_config(), + hift=HiFTConfig(), + ) + model = Model(config) # LLM backbone is built eagerly in __init__ + mx.eval(model.parameters()) + + class MockFrontEnd: + sample_rate = 24000 + + def text_normalize(self, text, split=False, text_frontend=True): + return text + + def frontend_zero_shot(self, tts_text, prompt_text, prompt_wav, spk_id=""): + return { + "text": mx.array([[5, 6, 7, 8]], dtype=mx.int32), + "text_len": mx.array([4], dtype=mx.int32), + "prompt_text": mx.array([[1, 151646, 3]], dtype=mx.int32), + "prompt_text_len": mx.array([3], dtype=mx.int32), + "prompt_speech_token": mx.array( + [[10, 11, 12, 13, 14]], dtype=mx.int32 + ), + "prompt_feat": mx.random.normal((1, 10, 80)), + "embedding": mx.random.normal((1, 192)), + } + + def frontend_instruct2(self, tts_text, instruct, prompt_wav): + return self.frontend_zero_shot(tts_text, prompt_text="", prompt_wav=prompt_wav) + + model.frontend = MockFrontEnd() + + results = list( + model.generate( + text="hello", ref_audio="dummy.wav", ref_text="ref", + n_timesteps=2, sampling=5, + ) + ) + self.assertEqual(len(results), 1) + result = results[0] + self.assertEqual(result.sample_rate, 24000) + self.assertGreater(result.samples, 0) + self.assertGreater(result.token_count, 0) + + def test_generate_requires_ref_audio(self): + from mlx_audio.tts.models.cosyvoice3 import Model + + config = ModelConfig( + llm=_tiny_llm_config(), flow=_tiny_flow_config(), hift=HiFTConfig() + ) + model = Model(config) + model.frontend = object() # non-None sentinel; ref_audio check comes first + with self.assertRaises(ValueError): + next(model.generate(text="hello", ref_audio=None)) + + def test_generate_requires_frontend(self): + from mlx_audio.tts.models.cosyvoice3 import Model + + config = ModelConfig( + llm=_tiny_llm_config(), flow=_tiny_flow_config(), hift=HiFTConfig() + ) + model = Model(config) + with self.assertRaises(RuntimeError): + next(model.generate(text="hello", ref_audio="dummy.wav")) + + +if __name__ == "__main__": + unittest.main() diff --git a/mlx_audio/tts/tests/test_generate.py b/mlx_audio/tts/tests/test_generate.py index 092500d3e..27371ec52 100644 --- a/mlx_audio/tts/tests/test_generate.py +++ b/mlx_audio/tts/tests/test_generate.py @@ -358,3 +358,25 @@ def test_generate_audio_passes_multiple_references( self.assertEqual(len(call_kwargs["ref_audio"]), 2) self.assertEqual(call_kwargs["ref_text"], ["speaker one", "speaker two"]) mock_audio_write.assert_called_once() + + @patch("builtins.print") + @patch("mlx_audio.tts.generate.audio_write") + def test_generate_audio_passes_model_specific_kwargs( + self, mock_audio_write, _mock_print + ): + model = MagicMock() + model.sample_rate = 24000 + model.generate.return_value = [self._result([0.1, 0.2])] + + generate_audio( + text="hello", + model=model, + cross_lingual=True, + spk_id="speaker-a", + verbose=False, + ) + + call_kwargs = model.generate.call_args.kwargs + self.assertTrue(call_kwargs["cross_lingual"]) + self.assertEqual(call_kwargs["spk_id"], "speaker-a") + mock_audio_write.assert_called_once() diff --git a/mlx_audio/tts/utils.py b/mlx_audio/tts/utils.py index 03a80676b..97571e68e 100644 --- a/mlx_audio/tts/utils.py +++ b/mlx_audio/tts/utils.py @@ -44,6 +44,7 @@ "moss_tts_delay": "moss_tts", "moss_tts_local": "moss_tts", "higgs_multimodal_qwen3": "higgs_audio_v3", + "cosyvoice3": "cosyvoice3", } MAX_FILE_SIZE_GB = 5 MODEL_CONVERSION_DTYPES = ["float16", "bfloat16", "float32"] From 5272f213f8ccd385183fed347b698270e51033cc Mon Sep 17 00:00:00 2001 From: zhaoyafei Date: Tue, 18 Aug 2026 16:13:48 +0800 Subject: [PATCH 2/3] fix(cosyvoice3): remove model-specific example audio, fold examples into README --- examples/cosyvoice3/cross_lingual_prompt.txt | 1 - examples/cosyvoice3/cross_lingual_prompt.wav | Bin 606404 -> 0 bytes examples/cosyvoice3/zero_shot_prompt.txt | 1 - examples/cosyvoice3/zero_shot_prompt.wav | Bin 334138 -> 0 bytes mlx_audio/tts/models/cosyvoice3/README.md | 62 ++++++++----------- 5 files changed, 26 insertions(+), 38 deletions(-) delete mode 100644 examples/cosyvoice3/cross_lingual_prompt.txt delete mode 100644 examples/cosyvoice3/cross_lingual_prompt.wav delete mode 100644 examples/cosyvoice3/zero_shot_prompt.txt delete mode 100644 examples/cosyvoice3/zero_shot_prompt.wav diff --git a/examples/cosyvoice3/cross_lingual_prompt.txt b/examples/cosyvoice3/cross_lingual_prompt.txt deleted file mode 100644 index 7ff5085ab..000000000 --- a/examples/cosyvoice3/cross_lingual_prompt.txt +++ /dev/null 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