From 4f4301f9efa0cced4b8ee144ebdfc3465fe995d9 Mon Sep 17 00:00:00 2001 From: phonk Date: Fri, 13 Feb 2026 10:01:40 +0000 Subject: [PATCH 1/3] feat(tts): implement CosyVoice3 engine with HTTP client and dynamic prompting --- app/engines/tts/cosyvoice3/__init__.py | 5 + app/engines/tts/cosyvoice3/config.py | 77 + app/engines/tts/cosyvoice3/engine.py | 453 ++++ engines.yaml | 29 + pyproject.toml | 12 +- tests/unit/engines/tts/cosyvoice3/__init__.py | 1 + .../tts/cosyvoice3/test_cosyvoice3_engine.py | 531 ++++ uv.lock | 2213 ++++++++++++++++- 8 files changed, 3233 insertions(+), 88 deletions(-) create mode 100644 app/engines/tts/cosyvoice3/__init__.py create mode 100644 app/engines/tts/cosyvoice3/config.py create mode 100644 app/engines/tts/cosyvoice3/engine.py create mode 100644 tests/unit/engines/tts/cosyvoice3/__init__.py create mode 100644 tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py diff --git a/app/engines/tts/cosyvoice3/__init__.py b/app/engines/tts/cosyvoice3/__init__.py new file mode 100644 index 0000000..13338b3 --- /dev/null +++ b/app/engines/tts/cosyvoice3/__init__.py @@ -0,0 +1,5 @@ +# CosyVoice3 TTS Engine (HTTP Client) +from app.engines.tts.cosyvoice3.config import CosyVoice3Config +from app.engines.tts.cosyvoice3.engine import CosyVoice3Engine + +__all__ = ["CosyVoice3Config", "CosyVoice3Engine"] diff --git a/app/engines/tts/cosyvoice3/config.py b/app/engines/tts/cosyvoice3/config.py new file mode 100644 index 0000000..b2c6d03 --- /dev/null +++ b/app/engines/tts/cosyvoice3/config.py @@ -0,0 +1,77 @@ +""" +CosyVoice3 TTS Engine Configuration + +Configuration for CosyVoice3 HTTP client engine. +Connects to an external CosyVoice3 FastAPI server for TTS synthesis. +""" + +from pydantic import BaseModel, Field + +from app.models.engine import EngineConfig + + +class VoiceConfig(BaseModel): + """Configuration for a single voice (zero-shot voice cloning).""" + + prompt_wav_path: str = Field( + ..., description="Path to the prompt WAV file for voice cloning" + ) + prompt_text: str = Field(..., description="Transcript of the prompt WAV file") + description: str = Field( + default="", description="Human-readable description of the voice" + ) + + +class CosyVoice3Config(EngineConfig): + """ + Configuration for CosyVoice3 TTS Engine (HTTP Client) + + Attributes: + model_name: Model identifier (for display/logging only) + service_url: URL of the CosyVoice3 FastAPI server + sample_rate: Output audio sample rate (CosyVoice3 default: 22050) + voices: Mapping of voice names to VoiceConfig (prompt_wav_path + prompt_text) + default_voice: Default voice name when none specified in request + speed: Default speech speed multiplier + system_prompt: System prompt prefix for CosyVoice3 prompt_text + connect_timeout: HTTP connection timeout in seconds + read_timeout: HTTP read timeout in seconds (None = no timeout for streaming) + """ + + service_url: str = Field( + default="http://localhost:50000", + description="URL of the CosyVoice3 FastAPI server", + ) + sample_rate: int = Field( + default=22050, + ge=8000, + le=48000, + description="Output audio sample rate in Hz", + ) + voices: dict[str, VoiceConfig] = Field( + default_factory=dict, + description="Voice name to VoiceConfig mapping for zero-shot cloning", + ) + default_voice: str | None = Field( + default=None, + description="Default voice name when none specified", + ) + speed: float = Field( + default=1.0, + gt=0.0, + le=3.0, + description="Default speech speed multiplier", + ) + system_prompt: str = Field( + default="You are a helpful assistant.", + description="System prompt prefix for CosyVoice3", + ) + connect_timeout: float = Field( + default=10.0, + ge=1.0, + description="HTTP connection timeout in seconds", + ) + read_timeout: float | None = Field( + default=None, + description="HTTP read timeout (None = no timeout for long synthesis)", + ) diff --git a/app/engines/tts/cosyvoice3/engine.py b/app/engines/tts/cosyvoice3/engine.py new file mode 100644 index 0000000..4b0bf50 --- /dev/null +++ b/app/engines/tts/cosyvoice3/engine.py @@ -0,0 +1,453 @@ +""" +CosyVoice3 TTS Engine Implementation + +HTTP client engine that communicates with an external CosyVoice3 FastAPI server. +Supports zero-shot voice cloning via prompt_wav + prompt_text. +""" + +import io +import logging +import time +from collections.abc import AsyncIterator +from pathlib import Path + +import numpy as np + +from app.engines.base import BaseTTSEngine +from app.engines.tts.cosyvoice3.config import CosyVoice3Config +from app.exceptions import EngineNotReadyError, SynthesisError +from app.models.engine import TTSChunk, TTSResponse +from app.models.metrics import TTSPerformanceMetrics +from app.utils.audio import temp_audio_file + +logger = logging.getLogger(__name__) + + +class CosyVoice3Engine(BaseTTSEngine): + """ + CosyVoice3 TTS Engine (HTTP Client) + + Connects to an external CosyVoice3 FastAPI server for zero-shot TTS synthesis. + The server streams raw PCM int16 audio at the configured sample rate. + + Supported server endpoints: + - POST /inference_zero_shot: tts_text + prompt_text + speed + prompt_wav file + + Features: + - Zero-shot voice cloning with reference audio + - Streaming synthesis support + - Voice map configuration for preset voices + - Persistent HTTP connection with keep-alive + """ + + def __init__(self, config: CosyVoice3Config): + super().__init__(config) + self.cv3_config = config + self._client = None + + async def _initialize(self) -> None: + """ + Create persistent HTTP client and verify server connectivity. + """ + try: + import httpx + except ImportError as e: + raise EngineNotReadyError( + "httpx package not installed. Run: uv sync --group cosyvoice3" + ) from e + + timeout = httpx.Timeout( + connect=self.cv3_config.connect_timeout, + read=self.cv3_config.read_timeout, + write=self.cv3_config.connect_timeout, + pool=self.cv3_config.connect_timeout, + ) + + self._client = httpx.AsyncClient( + base_url=self.cv3_config.service_url, + timeout=timeout, + ) + + # Verify server is reachable + try: + response = await self._client.get("/docs") + logger.info( + "CosyVoice3 server connected at %s (status: %d)", + self.cv3_config.service_url, + response.status_code, + ) + except Exception as e: + logger.warning( + "CosyVoice3 server at %s may not be reachable: %s", + self.cv3_config.service_url, + e, + ) + + async def _cleanup(self) -> None: + """Close HTTP client.""" + if self._client is not None: + await self._client.aclose() + self._client = None + + def _resolve_voice( + self, + voice: str | None, + reference_audio: bytes | None, + reference_text: str | None, + **kwargs, + ) -> tuple[str | None, str | None, bytes | None]: + """ + Resolve voice to prompt_wav_path, prompt_text, and reference_audio bytes. + + Priority: + 1. Dynamic prompt_wav_path + prompt_text from kwargs + 2. reference_audio bytes (API-level voice cloning) + 3. Configured voice name + 4. Default voice + + Returns: + (prompt_wav_path, prompt_text, reference_audio_bytes) + """ + # 1. Dynamic path/text override from kwargs + dyn_wav_path = kwargs.get("prompt_wav_path") + dyn_prompt_text = kwargs.get("prompt_text") + if dyn_wav_path and dyn_prompt_text: + return dyn_wav_path, dyn_prompt_text, None + + # 2. Direct reference audio takes priority + if reference_audio is not None: + return None, reference_text, reference_audio + + # 3. Resolve voice name from config + voice_name = voice or self.cv3_config.default_voice + + if voice_name is None: + raise SynthesisError( + "No voice specified and no default_voice configured. " + f"Available voices: {list(self.cv3_config.voices.keys())}" + ) + + voice_config = self.cv3_config.voices.get(voice_name) + if voice_config is None: + raise SynthesisError( + f"Voice '{voice_name}' not found. " + f"Available: {list(self.cv3_config.voices.keys())}" + ) + + return voice_config.prompt_wav_path, voice_config.prompt_text, None + + def _prepare_prompt_text(self, prompt_text: str | None) -> str: + """ + Prepare prompt_text with system prompt prefix for CosyVoice3. + + CosyVoice3 requires '<|endofprompt|>' marker in prompt_text. + If not present, auto-prepend system_prompt + '<|endofprompt|>'. + """ + if not prompt_text: + return "" + + if "<|endofprompt|>" not in prompt_text: + return f"{self.cv3_config.system_prompt}<|endofprompt|>{prompt_text}" + + return prompt_text + + async def _call_inference( + self, + tts_text: str, + prompt_wav_path: str, + prompt_text: str, + speed: float, + ) -> AsyncIterator[bytes]: + """ + Call CosyVoice3 server /inference_zero_shot endpoint. + + Yields raw PCM int16 chunks from the streaming response. + """ + if self._client is None: + raise EngineNotReadyError("HTTP client not initialized") + + data = { + "tts_text": tts_text, + "prompt_text": prompt_text, + "speed": float(speed), + } + + try: + with Path(prompt_wav_path).open("rb") as wav_file: + files = { + "prompt_wav": ( + "prompt_wav", + wav_file, + "application/octet-stream", + ) + } + + async with self._client.stream( + "POST", + "/inference_zero_shot", + data=data, + files=files, + ) as response: + response.raise_for_status() + async for chunk in response.aiter_bytes(chunk_size=8192): + if chunk: + yield chunk + + except Exception as e: + if isinstance(e, (EngineNotReadyError, SynthesisError)): + raise + raise SynthesisError(f"CosyVoice3 server request failed: {e}") from e + + async def synthesize( + self, + text: str, + voice: str | None = None, + speed: float = 1.0, + reference_audio: bytes | None = None, + reference_text: str | None = None, + **kwargs, + ) -> TTSResponse: + """ + Synthesize text to speech (batch mode). + + Calls CosyVoice3 server, collects all streaming PCM data, + converts to WAV, and returns complete TTSResponse. + + Args: + text: Text to synthesize + voice: Voice name from config.voices (or None for default) + speed: Speech speed multiplier + reference_audio: Reference audio bytes for voice cloning (overrides voice) + reference_text: Transcript of reference audio + **kwargs: Additional parameters (ignored) + + Returns: + TTSResponse with WAV audio data and metrics + """ + start_time = time.time() + + await self._ensure_ready() + + if self._client is None: + raise EngineNotReadyError("HTTP client not initialized") + + # Resolve voice + prompt_wav_path, prompt_text, ref_audio_bytes = self._resolve_voice( + voice, reference_audio, reference_text, **kwargs + ) + prompt_text = self._prepare_prompt_text(prompt_text) + effective_speed = speed if speed != 1.0 else self.cv3_config.speed + + # Use temp file if reference_audio bytes provided, otherwise use configured path + with temp_audio_file(ref_audio_bytes) as temp_path: + wav_path = temp_path or prompt_wav_path + + if wav_path is None: + raise SynthesisError("No prompt WAV path available") + + processing_start = time.time() + + # Collect all PCM chunks + pcm_data = b"" + async for chunk in self._call_inference( + tts_text=text, + prompt_wav_path=wav_path, + prompt_text=prompt_text, + speed=effective_speed, + ): + pcm_data += chunk + + processing_end = time.time() + + if len(pcm_data) == 0: + raise SynthesisError("CosyVoice3 returned empty audio") + + # Convert PCM int16 to numpy, then to WAV bytes + audio_array = ( + np.frombuffer(pcm_data, dtype=np.int16).astype(np.float32) / 32768.0 + ) + audio_bytes = self._numpy_to_wav_bytes(audio_array, self.cv3_config.sample_rate) + duration_seconds = len(audio_array) / self.cv3_config.sample_rate + + end_time = time.time() + + # Calculate metrics + latency_ms = (end_time - start_time) * 1000 + processing_time_ms = (processing_end - processing_start) * 1000 + + metrics = TTSPerformanceMetrics( + latency_ms=latency_ms, + processing_time_ms=processing_time_ms, + real_time_factor=( + processing_time_ms / (duration_seconds * 1000) + if duration_seconds > 0 + else None + ), + characters_per_second=( + len(text) / (processing_time_ms / 1000) + if processing_time_ms > 0 + else None + ), + ) + + return TTSResponse( + audio_data=audio_bytes, + sample_rate=self.cv3_config.sample_rate, + duration_seconds=duration_seconds, + format="wav", + performance_metrics=metrics, + ) + + async def synthesize_stream( + self, + text: str, + voice: str | None = None, + speed: float = 1.0, + reference_audio: bytes | None = None, + reference_text: str | None = None, + **kwargs, + ) -> AsyncIterator[TTSChunk | TTSResponse]: + """ + Streaming synthesis - yields audio chunks progressively. + + Each chunk contains raw PCM data converted to WAV bytes. + Final TTSResponse contains the complete concatenated audio. + + Args: + text: Text to synthesize + voice: Voice name from config.voices (or None for default) + speed: Speech speed multiplier + reference_audio: Reference audio bytes for voice cloning (overrides voice) + reference_text: Transcript of reference audio + **kwargs: Additional parameters (ignored) + + Yields: + TTSChunk: Audio chunks with progressive generation + TTSResponse: Final response with complete audio and metrics + """ + start_time = time.time() + first_chunk_time = None + total_chunks = 0 + all_pcm_data = b"" + + await self._ensure_ready() + + if self._client is None: + raise EngineNotReadyError("HTTP client not initialized") + + # Resolve voice + prompt_wav_path, prompt_text, ref_audio_bytes = self._resolve_voice( + voice, reference_audio, reference_text, **kwargs + ) + prompt_text = self._prepare_prompt_text(prompt_text) + effective_speed = speed if speed != 1.0 else self.cv3_config.speed + + with temp_audio_file(ref_audio_bytes) as temp_path: + wav_path = temp_path or prompt_wav_path + + if wav_path is None: + raise SynthesisError("No prompt WAV path available") + + try: + async for pcm_chunk in self._call_inference( + tts_text=text, + prompt_wav_path=wav_path, + prompt_text=prompt_text, + speed=effective_speed, + ): + chunk_time = time.time() + + if first_chunk_time is None: + first_chunk_time = chunk_time + + all_pcm_data += pcm_chunk + + # Convert PCM chunk to WAV bytes + chunk_array = ( + np.frombuffer(pcm_chunk, dtype=np.int16).astype(np.float32) + / 32768.0 + ) + chunk_bytes = self._numpy_to_wav_bytes( + chunk_array, self.cv3_config.sample_rate + ) + + chunk_latency_ms = (chunk_time - start_time) * 1000 + + yield TTSChunk( + audio_data=chunk_bytes, + sequence_number=total_chunks, + chunk_latency_ms=chunk_latency_ms, + ) + + total_chunks += 1 + + # Final response + end_time = time.time() + + if all_pcm_data: + full_array = ( + np.frombuffer(all_pcm_data, dtype=np.int16).astype(np.float32) + / 32768.0 + ) + audio_bytes = self._numpy_to_wav_bytes( + full_array, self.cv3_config.sample_rate + ) + duration_seconds = len(full_array) / self.cv3_config.sample_rate + else: + audio_bytes = b"" + duration_seconds = 0.0 + + total_duration_ms = (end_time - start_time) * 1000 + time_to_first_byte_ms = ( + (first_chunk_time - start_time) * 1000 if first_chunk_time else None + ) + + metrics = TTSPerformanceMetrics( + latency_ms=total_duration_ms, + processing_time_ms=total_duration_ms, + real_time_factor=( + total_duration_ms / (duration_seconds * 1000) + if duration_seconds > 0 + else None + ), + characters_per_second=( + len(text) / (total_duration_ms / 1000) + if total_duration_ms > 0 + else None + ), + time_to_first_byte_ms=time_to_first_byte_ms, + total_stream_duration_ms=total_duration_ms, + total_chunks=total_chunks, + ) + + yield TTSResponse( + audio_data=audio_bytes, + sample_rate=self.cv3_config.sample_rate, + duration_seconds=duration_seconds, + format="wav", + performance_metrics=metrics, + ) + + except Exception as e: + if isinstance(e, (EngineNotReadyError, SynthesisError)): + raise + raise SynthesisError(f"CosyVoice3 streaming failed: {e}") from e + + @property + def supported_voices(self) -> list[str]: + """List of configured voice names.""" + return list(self.cv3_config.voices.keys()) or ["default"] + + @staticmethod + def _numpy_to_wav_bytes(audio: np.ndarray, sample_rate: int) -> bytes: + """Convert numpy audio array to WAV bytes.""" + import soundfile as sf + + buffer = io.BytesIO() + sf.write(buffer, audio, sample_rate, format="WAV", subtype="PCM_16") + return buffer.getvalue() + + @property + def engine_name(self) -> str: + """Engine name for identification.""" + return "cosyvoice3" diff --git a/engines.yaml b/engines.yaml index 459a0df..e05814f 100644 --- a/engines.yaml +++ b/engines.yaml @@ -11,6 +11,19 @@ stt: compute_type: "float16" timeout_seconds: 300 + # Qwen3-ASR: State-of-the-art multilingual ASR (52 languages) + # Install: uv sync --group qwen3-asr + qwen3-asr: + enabled: true + engine_class: "app.engines.stt.qwen3asr.engine.Qwen3ASREngine" + config: + model_name: "Qwen/Qwen3-ASR-1.7B" + forced_aligner: "Qwen/Qwen3-ForcedAligner-0.6B" # Enable for timestamps + device: "cuda" + gpu_memory_utilization: 0.3 + max_new_tokens: 512 + # language: "Vietnamese" # Set for specific language, or leave empty for auto-detect + # Example: Google STT (disabled by default) # google: # enabled: false @@ -28,6 +41,22 @@ tts: cfg_value: 2.0 inference_timesteps: 10 + # CosyVoice3: Zero-shot multilingual TTS via HTTP + # Requires external CosyVoice3 FastAPI server running + # Install: uv sync --group cosyvoice3 + cosyvoice3: + enabled: true + engine_class: "app.engines.tts.cosyvoice3.engine.CosyVoice3Engine" + config: + model_name: "Fun-CosyVoice3-0.5B" + service_url: "http://localhost:50000" + sample_rate: 22050 + default_voice: "fin_default" + voices: + default: + prompt_wav_path: "/path/to/voice_sample.wav" + prompt_text: "Transcript of the voice sample audio" + # Example: Coqui TTS (disabled) # coqui: # enabled: false diff --git a/pyproject.toml b/pyproject.toml index a61f73b..f0553c8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -95,12 +95,22 @@ voxcpm-clone = [ "torchcodec>=0.1.0", # For loading reference audio in voice cloning ] +# CosyVoice3 TTS (HTTP client to external server) +cosyvoice3 = [ + "httpx>=0.28.0", +] + +# Qwen3-ASR STT Model (with vLLM backend) +qwen3-asr = [ + "qwen-asr[vllm]>=0.0.4", +] + # Development tools dev = [ "pre-commit>=4.5.1", "pytest>=9.0.2", "pytest-asyncio>=1.3.0", "pytest-cov>=7.0.0", - "ruff>=0.14.10", "httpx>=0.28.1", # API testing + "ruff>=0.14.10", ] diff --git a/tests/unit/engines/tts/cosyvoice3/__init__.py b/tests/unit/engines/tts/cosyvoice3/__init__.py new file mode 100644 index 0000000..a19091e --- /dev/null +++ b/tests/unit/engines/tts/cosyvoice3/__init__.py @@ -0,0 +1 @@ +# CosyVoice3 TTS Engine Tests diff --git a/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py b/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py new file mode 100644 index 0000000..c319877 --- /dev/null +++ b/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py @@ -0,0 +1,531 @@ +""" +Unit tests for CosyVoice3 TTS Engine (HTTP Client) + +Tests config, lifecycle, synthesize (batch), streaming, and properties +with a mocked HTTP client (no real CosyVoice3 server needed). +""" + +from unittest.mock import AsyncMock, MagicMock, patch + +import numpy as np +import pytest + +from app.engines.tts.cosyvoice3.config import CosyVoice3Config, VoiceConfig +from app.engines.tts.cosyvoice3.engine import CosyVoice3Engine +from app.exceptions import EngineNotReadyError, SynthesisError +from app.models.engine import TTSChunk, TTSResponse + +# ============================================================================= +# Fixtures +# ============================================================================= + + +SAMPLE_RATE = 22050 + + +def _pcm_bytes(duration_seconds: float = 1.0) -> bytes: + """Generate dummy PCM int16 bytes for testing.""" + samples = int(SAMPLE_RATE * duration_seconds) + audio = np.zeros(samples, dtype=np.int16) + return audio.tobytes() + + +@pytest.fixture +def config(): + """Default CosyVoice3 config for testing.""" + return CosyVoice3Config( + model_name="Fun-CosyVoice3-0.5B", + service_url="http://localhost:50000", + sample_rate=SAMPLE_RATE, + default_voice="test_voice", + voices={ + "test_voice": VoiceConfig( + prompt_wav_path="/tmp/test_voice.wav", + prompt_text="This is a test voice sample.", + ), + "another_voice": VoiceConfig( + prompt_wav_path="/tmp/another_voice.wav", + prompt_text="Another voice sample.", + ), + }, + ) + + +@pytest.fixture +def config_no_voices(): + """Config without any voices configured.""" + return CosyVoice3Config( + model_name="Fun-CosyVoice3-0.5B", + ) + + +@pytest.fixture +def mock_httpx_client(): + """Create a mock httpx.AsyncClient.""" + client = AsyncMock() + # Mock the GET /docs health check + mock_response = MagicMock() + mock_response.status_code = 200 + client.get = AsyncMock(return_value=mock_response) + return client + + +# ============================================================================= +# Config Tests +# ============================================================================= + + +class TestCosyVoice3Config: + """Test CosyVoice3Config validation and defaults.""" + + def test_config_defaults(self): + """Config should have correct default values.""" + config = CosyVoice3Config(model_name="test-model") + + assert config.model_name == "test-model" + assert config.service_url == "http://localhost:50000" + assert config.sample_rate == 22050 + assert config.default_voice is None + assert config.voices == {} + assert config.speed == 1.0 + assert config.system_prompt == "You are a helpful assistant." + assert config.connect_timeout == 10.0 + assert config.read_timeout is None + + def test_config_custom_values(self): + """Config should accept custom values.""" + config = CosyVoice3Config( + model_name="custom-model", + service_url="http://tts-server:8080", + sample_rate=16000, + speed=1.5, + default_voice="my_voice", + voices={ + "my_voice": VoiceConfig( + prompt_wav_path="/data/voice.wav", + prompt_text="Hello world", + ) + }, + ) + + assert config.service_url == "http://tts-server:8080" + assert config.sample_rate == 16000 + assert config.speed == 1.5 + assert config.default_voice == "my_voice" + assert "my_voice" in config.voices + + def test_voice_config(self): + """VoiceConfig should store prompt wav path and text.""" + voice = VoiceConfig( + prompt_wav_path="/data/sample.wav", + prompt_text="Sample transcript", + description="A test voice", + ) + + assert voice.prompt_wav_path == "/data/sample.wav" + assert voice.prompt_text == "Sample transcript" + assert voice.description == "A test voice" + + +# ============================================================================= +# Engine Lifecycle Tests +# ============================================================================= + + +class TestCosyVoice3EngineLifecycle: + """Test engine initialization and cleanup.""" + + @pytest.mark.asyncio + async def test_engine_initialization(self, config, mock_httpx_client): + """Engine should create HTTP client on initialization.""" + engine = CosyVoice3Engine(config) + + # Mock httpx in sys.modules so the import in _initialize gets our mock + with patch.dict("sys.modules", {"httpx": mock_httpx_client}): + # The client itself is used as the module mock, which works if we setup structure right + # But better: create a module mock + mock_module = MagicMock() + mock_module.AsyncClient.return_value = mock_httpx_client + mock_module.Timeout = MagicMock() + + with patch.dict("sys.modules", {"httpx": mock_module}): + await engine.initialize() + + assert engine.is_ready() + mock_module.AsyncClient.assert_called_once() + + @pytest.mark.asyncio + async def test_engine_cleanup(self, config, mock_httpx_client): + """Engine should close HTTP client on cleanup.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + await engine.close() + + mock_httpx_client.aclose.assert_called_once() + assert engine._client is None + assert not engine.is_ready() + + @pytest.mark.asyncio + async def test_engine_raises_on_missing_httpx(self, config): + """Engine should raise EngineNotReadyError if httpx not installed.""" + engine = CosyVoice3Engine(config) + + with patch.dict("sys.modules", {"httpx": None}): + with pytest.raises(EngineNotReadyError) as exc_info: + await engine.initialize() + + assert "httpx" in str(exc_info.value).lower() + + +# ============================================================================= +# Voice Resolution Tests +# ============================================================================= + + +class TestVoiceResolution: + """Test voice resolution logic.""" + + def test_resolve_voice_by_name(self, config): + """Should resolve voice from config.voices map.""" + engine = CosyVoice3Engine(config) + + wav_path, prompt_text, ref_bytes = engine._resolve_voice( + "test_voice", None, None + ) + + assert wav_path == "/tmp/test_voice.wav" + assert prompt_text == "This is a test voice sample." + assert ref_bytes is None + + def test_resolve_default_voice(self, config): + """Should use default_voice when voice is None.""" + engine = CosyVoice3Engine(config) + + wav_path, prompt_text, _ = engine._resolve_voice(None, None, None) + + assert wav_path == "/tmp/test_voice.wav" + assert prompt_text == "This is a test voice sample." + + def test_resolve_reference_audio_priority(self, config): + """Reference audio should take priority over voice name.""" + engine = CosyVoice3Engine(config) + ref_audio = b"fake audio bytes" + + wav_path, prompt_text, ref_bytes = engine._resolve_voice( + "test_voice", ref_audio, "custom prompt text" + ) + + assert wav_path is None + assert prompt_text == "custom prompt text" + assert ref_bytes == ref_audio + + def test_resolve_voice_no_default(self, config_no_voices): + """Should raise SynthesisError if no voice and no default.""" + engine = CosyVoice3Engine(config_no_voices) + + with pytest.raises(SynthesisError) as exc_info: + engine._resolve_voice(None, None, None) + + assert "No voice specified" in str(exc_info.value) + + def test_resolve_unknown_voice(self, config): + """Should raise SynthesisError for unknown voice name.""" + engine = CosyVoice3Engine(config) + + with pytest.raises(SynthesisError) as exc_info: + engine._resolve_voice("nonexistent", None, None) + + assert "not found" in str(exc_info.value) + + +# ============================================================================= +# Prompt Text Tests +# ============================================================================= + + +class TestPromptText: + """Test prompt text preparation.""" + + def test_auto_prepend_system_prompt(self, config): + """Should auto-prepend system_prompt + <|endofprompt|>.""" + engine = CosyVoice3Engine(config) + + result = engine._prepare_prompt_text("Hello world") + + assert "<|endofprompt|>" in result + assert result.startswith("You are a helpful assistant.") + assert result.endswith("Hello world") + + def test_preserve_existing_endofprompt(self, config): + """Should not modify text that already has <|endofprompt|>.""" + engine = CosyVoice3Engine(config) + text = "Custom prompt<|endofprompt|>Hello" + + result = engine._prepare_prompt_text(text) + + assert result == text + + def test_empty_prompt_text(self, config): + """Should return empty string for empty prompt.""" + engine = CosyVoice3Engine(config) + assert engine._prepare_prompt_text("") == "" + assert engine._prepare_prompt_text(None) == "" + + +# ============================================================================= +# Synthesize Tests +# ============================================================================= + + +class TestCosyVoice3Synthesize: + """Test batch synthesis.""" + + @pytest.mark.asyncio + async def test_synthesize_returns_audio(self, config, mock_httpx_client): + """Synthesize should return TTSResponse with audio data.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + pcm_data = _pcm_bytes(1.0) + + # Mock the streaming response + mock_stream_response = AsyncMock() + mock_stream_response.raise_for_status = MagicMock() + # aiter_bytes returns an async iterator, not a coroutine + mock_stream_response.aiter_bytes = MagicMock( + return_value=_async_iter([pcm_data]) + ) + mock_stream_ctx = AsyncMock() + mock_stream_ctx.__aenter__ = AsyncMock(return_value=mock_stream_response) + mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) + mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) + + with patch("builtins.open", _mock_open()): + result = await engine.synthesize("Hello world") + + assert isinstance(result, TTSResponse) + assert result.audio_data is not None + assert len(result.audio_data) > 0 + assert result.sample_rate == SAMPLE_RATE + assert result.duration_seconds > 0 + assert result.format == "wav" + assert result.performance_metrics is not None + + @pytest.mark.asyncio + async def test_synthesize_empty_response(self, config, mock_httpx_client): + """Should raise SynthesisError on empty audio response.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + # Mock empty response + mock_stream_response = AsyncMock() + mock_stream_response.raise_for_status = MagicMock() + mock_stream_response.aiter_bytes = MagicMock(return_value=_async_iter([])) + mock_stream_ctx = AsyncMock() + mock_stream_ctx.__aenter__ = AsyncMock(return_value=mock_stream_response) + mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) + mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) + + with patch("builtins.open", _mock_open()): + with pytest.raises(SynthesisError) as exc_info: + await engine.synthesize("Test") + + assert "empty" in str(exc_info.value).lower() + + @pytest.mark.asyncio + async def test_synthesize_client_not_ready(self, config): + """Should raise EngineNotReadyError if client is None.""" + engine = CosyVoice3Engine(config) + engine._initialized = True + engine._client = None + + with pytest.raises(EngineNotReadyError): + await engine.synthesize("Test") + + +# ============================================================================= +# Streaming Tests +# ============================================================================= + + +class TestCosyVoice3Streaming: + """Test streaming synthesis.""" + + @pytest.mark.asyncio + async def test_stream_yields_chunks(self, config, mock_httpx_client): + """Streaming should yield TTSChunks then TTSResponse.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + chunk1 = _pcm_bytes(0.25) + chunk2 = _pcm_bytes(0.25) + + mock_stream_response = AsyncMock() + mock_stream_response.raise_for_status = MagicMock() + mock_stream_response.aiter_bytes = MagicMock( + return_value=_async_iter([chunk1, chunk2]) + ) + mock_stream_ctx = AsyncMock() + mock_stream_ctx.__aenter__ = AsyncMock(return_value=mock_stream_response) + mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) + mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) + + results = [] + with patch("builtins.open", _mock_open()): + async for item in engine.synthesize_stream("Hello world"): + results.append(item) + + # Should have 2 chunks + 1 final response + assert len(results) == 3 + + # First two are TTSChunk + for i, chunk in enumerate(results[:2]): + assert isinstance(chunk, TTSChunk) + assert chunk.audio_data is not None + assert chunk.sequence_number == i + + # Last is TTSResponse + final = results[-1] + assert isinstance(final, TTSResponse) + assert final.performance_metrics is not None + assert final.performance_metrics.total_chunks == 2 + + @pytest.mark.asyncio + async def test_stream_metrics_include_ttfb(self, config, mock_httpx_client): + """Streaming metrics should include time to first byte.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + mock_stream_response = AsyncMock() + mock_stream_response.raise_for_status = MagicMock() + mock_stream_response.aiter_bytes = MagicMock( + return_value=_async_iter([_pcm_bytes(0.5)]) + ) + mock_stream_ctx = AsyncMock() + mock_stream_ctx.__aenter__ = AsyncMock(return_value=mock_stream_response) + mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) + mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) + + final_response = None + with patch("builtins.open", _mock_open()): + async for item in engine.synthesize_stream("Test"): + if isinstance(item, TTSResponse): + final_response = item + + assert final_response is not None + assert final_response.performance_metrics.time_to_first_byte_ms is not None + + @pytest.mark.asyncio + async def test_stream_client_not_ready(self, config): + """Stream should raise EngineNotReadyError if client is None.""" + engine = CosyVoice3Engine(config) + engine._initialized = True + engine._client = None + + with pytest.raises(EngineNotReadyError): + async for _ in engine.synthesize_stream("Test"): + pass + + @pytest.mark.asyncio + async def test_stream_empty_result(self, config, mock_httpx_client): + """Stream should handle empty response gracefully.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + mock_stream_response = AsyncMock() + mock_stream_response.raise_for_status = MagicMock() + mock_stream_response.aiter_bytes = MagicMock(return_value=_async_iter([])) + mock_stream_ctx = AsyncMock() + mock_stream_ctx.__aenter__ = AsyncMock(return_value=mock_stream_response) + mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) + mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) + + results = [] + with patch("builtins.open", _mock_open()): + async for item in engine.synthesize_stream("Test"): + results.append(item) + + # Only final response, no chunks + assert len(results) == 1 + response = results[0] + assert isinstance(response, TTSResponse) + assert len(response.audio_data) == 0 + assert response.duration_seconds == 0.0 + + @pytest.mark.asyncio + async def test_stream_server_error(self, config, mock_httpx_client): + """Stream should wrap server errors in SynthesisError.""" + engine = CosyVoice3Engine(config) + engine._client = mock_httpx_client + engine._initialized = True + + # Mock HTTP error + mock_stream_response = AsyncMock() + mock_stream_response.raise_for_status = MagicMock( + side_effect=Exception("HTTP 500") + ) + mock_stream_ctx = AsyncMock() + mock_stream_ctx.__aenter__ = AsyncMock(return_value=mock_stream_response) + mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) + mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) + + with ( + patch("builtins.open", _mock_open()), + pytest.raises(SynthesisError) as exc_info, + ): + async for _ in engine.synthesize_stream("Test"): + pass + + assert "failed" in str(exc_info.value).lower() + + +# ============================================================================= +# Property Tests +# ============================================================================= + + +class TestCosyVoice3Properties: + """Test engine properties.""" + + def test_supported_voices(self, config): + """Should return configured voice names.""" + engine = CosyVoice3Engine(config) + voices = engine.supported_voices + assert "test_voice" in voices + assert "another_voice" in voices + + def test_supported_voices_default(self, config_no_voices): + """Should return ['default'] when no voices configured.""" + engine = CosyVoice3Engine(config_no_voices) + assert engine.supported_voices == ["default"] + + def test_engine_name(self, config): + """Should return cosyvoice3 as engine name.""" + engine = CosyVoice3Engine(config) + assert engine.engine_name == "cosyvoice3" + + +# 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deletions(-) diff --git a/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py b/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py index c319877..397a798 100644 --- a/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py +++ b/tests/unit/engines/tts/cosyvoice3/test_cosyvoice3_engine.py @@ -303,7 +303,7 @@ async def test_synthesize_returns_audio(self, config, mock_httpx_client): mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) - with patch("builtins.open", _mock_open()): + with patch("pathlib.Path.open", _mock_open()): result = await engine.synthesize("Hello world") assert isinstance(result, TTSResponse) @@ -330,7 +330,7 @@ async def test_synthesize_empty_response(self, config, mock_httpx_client): mock_stream_ctx.__aexit__ = AsyncMock(return_value=False) mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) - with patch("builtins.open", _mock_open()): + with patch("pathlib.Path.open", _mock_open()): with pytest.raises(SynthesisError) as exc_info: await engine.synthesize("Test") @@ -376,7 +376,7 @@ async def test_stream_yields_chunks(self, config, mock_httpx_client): mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) results = [] - with patch("builtins.open", _mock_open()): + with patch("pathlib.Path.open", _mock_open()): async for item in engine.synthesize_stream("Hello world"): results.append(item) @@ -413,7 +413,7 @@ async def test_stream_metrics_include_ttfb(self, config, mock_httpx_client): mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) final_response = None - with patch("builtins.open", _mock_open()): + with patch("pathlib.Path.open", _mock_open()): async for item in engine.synthesize_stream("Test"): if isinstance(item, TTSResponse): final_response = item @@ -448,7 +448,7 @@ async def test_stream_empty_result(self, config, mock_httpx_client): mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) results = [] - with patch("builtins.open", _mock_open()): + with patch("pathlib.Path.open", _mock_open()): async for item in engine.synthesize_stream("Test"): results.append(item) @@ -477,7 +477,7 @@ async def test_stream_server_error(self, config, mock_httpx_client): mock_httpx_client.stream = MagicMock(return_value=mock_stream_ctx) with ( - patch("builtins.open", _mock_open()), + patch("pathlib.Path.open", _mock_open()), pytest.raises(SynthesisError) as exc_info, ): async for _ in engine.synthesize_stream("Test"): From 026d0298e32bc169372f6b5caf94e23b85c177a7 Mon Sep 17 00:00:00 2001 From: phonk Date: Fri, 13 Feb 2026 10:30:42 +0000 Subject: [PATCH 3/3] fix(tts): address PR review - perf, security, speed logic, config alignment MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Fix engines.yaml: add fin_default voice key to match default_voice - Fix quadratic pcm_data concatenation → list[bytes] + b''.join() - Fix speed defaulting: use float|None so callers can override to 1.0 - Add prompt_wav_path security validation via allowed_voice_dirs - Update _initialize docstring to clarify best-effort health check --- app/engines/tts/cosyvoice3/config.py | 7 +++ app/engines/tts/cosyvoice3/engine.py | 67 +++++++++++++++++++++------- engines.yaml | 4 ++ 3 files changed, 61 insertions(+), 17 deletions(-) diff --git a/app/engines/tts/cosyvoice3/config.py b/app/engines/tts/cosyvoice3/config.py index b2c6d03..758e6d7 100644 --- a/app/engines/tts/cosyvoice3/config.py +++ b/app/engines/tts/cosyvoice3/config.py @@ -75,3 +75,10 @@ class CosyVoice3Config(EngineConfig): default=None, description="HTTP read timeout (None = no timeout for long synthesis)", ) + allowed_voice_dirs: list[str] = Field( + default_factory=list, + description=( + "Allowed directories for dynamic prompt_wav_path from API kwargs. " + "If empty, dynamic paths are rejected (only configured voices allowed)." + ), + ) diff --git a/app/engines/tts/cosyvoice3/engine.py b/app/engines/tts/cosyvoice3/engine.py index 4b0bf50..9bfc7c4 100644 --- a/app/engines/tts/cosyvoice3/engine.py +++ b/app/engines/tts/cosyvoice3/engine.py @@ -47,7 +47,12 @@ def __init__(self, config: CosyVoice3Config): async def _initialize(self) -> None: """ - Create persistent HTTP client and verify server connectivity. + Create persistent HTTP client and optionally verify server connectivity. + + The health check is best-effort: a warning is logged if the server is + unreachable, but the engine still becomes ready. This allows the engine + to be initialized before the CosyVoice3 server is fully started, since + the actual connection will be made on the first synthesis request. """ try: import httpx @@ -68,7 +73,7 @@ async def _initialize(self) -> None: timeout=timeout, ) - # Verify server is reachable + # Best-effort health check (server may start later) try: response = await self._client.get("/docs") logger.info( @@ -78,7 +83,7 @@ async def _initialize(self) -> None: ) except Exception as e: logger.warning( - "CosyVoice3 server at %s may not be reachable: %s", + "CosyVoice3 server at %s may not be reachable yet: %s", self.cv3_config.service_url, e, ) @@ -89,6 +94,31 @@ async def _cleanup(self) -> None: await self._client.aclose() self._client = None + def _validate_dynamic_path(self, wav_path: str) -> None: + """ + Validate that a dynamically-provided prompt_wav_path is within + allowed directories to prevent arbitrary file read / path traversal. + + Raises: + SynthesisError: If the path is outside allowed directories. + """ + allowed_dirs = self.cv3_config.allowed_voice_dirs + if not allowed_dirs: + raise SynthesisError( + "Dynamic prompt_wav_path is not allowed. " + "Configure 'allowed_voice_dirs' or use a named voice." + ) + + resolved = Path(wav_path).resolve() + for allowed_dir in allowed_dirs: + if resolved.is_relative_to(Path(allowed_dir).resolve()): + return + + raise SynthesisError( + f"prompt_wav_path '{wav_path}' is outside allowed directories: " + f"{allowed_dirs}" + ) + def _resolve_voice( self, voice: str | None, @@ -100,7 +130,7 @@ def _resolve_voice( Resolve voice to prompt_wav_path, prompt_text, and reference_audio bytes. Priority: - 1. Dynamic prompt_wav_path + prompt_text from kwargs + 1. Dynamic prompt_wav_path + prompt_text from kwargs (validated) 2. reference_audio bytes (API-level voice cloning) 3. Configured voice name 4. Default voice @@ -108,10 +138,11 @@ def _resolve_voice( Returns: (prompt_wav_path, prompt_text, reference_audio_bytes) """ - # 1. Dynamic path/text override from kwargs + # 1. Dynamic path/text override from kwargs (security-validated) dyn_wav_path = kwargs.get("prompt_wav_path") dyn_prompt_text = kwargs.get("prompt_text") if dyn_wav_path and dyn_prompt_text: + self._validate_dynamic_path(dyn_wav_path) return dyn_wav_path, dyn_prompt_text, None # 2. Direct reference audio takes priority @@ -202,7 +233,7 @@ async def synthesize( self, text: str, voice: str | None = None, - speed: float = 1.0, + speed: float | None = None, reference_audio: bytes | None = None, reference_text: str | None = None, **kwargs, @@ -216,10 +247,10 @@ async def synthesize( Args: text: Text to synthesize voice: Voice name from config.voices (or None for default) - speed: Speech speed multiplier + speed: Speech speed multiplier (None = use config default) reference_audio: Reference audio bytes for voice cloning (overrides voice) reference_text: Transcript of reference audio - **kwargs: Additional parameters (ignored) + **kwargs: Additional parameters (prompt_wav_path, prompt_text) Returns: TTSResponse with WAV audio data and metrics @@ -236,7 +267,7 @@ async def synthesize( voice, reference_audio, reference_text, **kwargs ) prompt_text = self._prepare_prompt_text(prompt_text) - effective_speed = speed if speed != 1.0 else self.cv3_config.speed + effective_speed = speed if speed is not None else self.cv3_config.speed # Use temp file if reference_audio bytes provided, otherwise use configured path with temp_audio_file(ref_audio_bytes) as temp_path: @@ -248,17 +279,18 @@ async def synthesize( processing_start = time.time() # Collect all PCM chunks - pcm_data = b"" + pcm_chunks: list[bytes] = [] async for chunk in self._call_inference( tts_text=text, prompt_wav_path=wav_path, prompt_text=prompt_text, speed=effective_speed, ): - pcm_data += chunk + pcm_chunks.append(chunk) processing_end = time.time() + pcm_data = b"".join(pcm_chunks) if len(pcm_data) == 0: raise SynthesisError("CosyVoice3 returned empty audio") @@ -302,7 +334,7 @@ async def synthesize_stream( self, text: str, voice: str | None = None, - speed: float = 1.0, + speed: float | None = None, reference_audio: bytes | None = None, reference_text: str | None = None, **kwargs, @@ -316,10 +348,10 @@ async def synthesize_stream( Args: text: Text to synthesize voice: Voice name from config.voices (or None for default) - speed: Speech speed multiplier + speed: Speech speed multiplier (None = use config default) reference_audio: Reference audio bytes for voice cloning (overrides voice) reference_text: Transcript of reference audio - **kwargs: Additional parameters (ignored) + **kwargs: Additional parameters (prompt_wav_path, prompt_text) Yields: TTSChunk: Audio chunks with progressive generation @@ -328,7 +360,7 @@ async def synthesize_stream( start_time = time.time() first_chunk_time = None total_chunks = 0 - all_pcm_data = b"" + all_pcm_chunks: list[bytes] = [] await self._ensure_ready() @@ -340,7 +372,7 @@ async def synthesize_stream( voice, reference_audio, reference_text, **kwargs ) prompt_text = self._prepare_prompt_text(prompt_text) - effective_speed = speed if speed != 1.0 else self.cv3_config.speed + effective_speed = speed if speed is not None else self.cv3_config.speed with temp_audio_file(ref_audio_bytes) as temp_path: wav_path = temp_path or prompt_wav_path @@ -360,7 +392,7 @@ async def synthesize_stream( if first_chunk_time is None: first_chunk_time = chunk_time - all_pcm_data += pcm_chunk + all_pcm_chunks.append(pcm_chunk) # Convert PCM chunk to WAV bytes chunk_array = ( @@ -384,6 +416,7 @@ async def synthesize_stream( # Final response end_time = time.time() + all_pcm_data = b"".join(all_pcm_chunks) if all_pcm_data: full_array = ( np.frombuffer(all_pcm_data, dtype=np.int16).astype(np.float32) diff --git a/engines.yaml b/engines.yaml index e05814f..4d941d7 100644 --- a/engines.yaml +++ b/engines.yaml @@ -53,6 +53,10 @@ tts: sample_rate: 22050 default_voice: "fin_default" voices: + fin_default: + prompt_wav_path: "/home/phonk/fin_demo/voice_samples/fin_8_segments.wav" + prompt_text: "Khiến cho Nguyễn Ánh phải chạy sang Thái Lan nương náu mãi đến đầu vận xấu, nhân lúc Nguyễn Huệ đang lo đối phó với tình hình hỗn loạn trên đất Bắc ." + description: "fin_demo voice_7 - fin_8_segments" default: prompt_wav_path: "/path/to/voice_sample.wav" prompt_text: "Transcript of the voice sample audio"