From 1cfd0c1b737d781478ec95f80c242a8ceab02033 Mon Sep 17 00:00:00 2001 From: sauhardjain Date: Tue, 16 Jul 2024 16:17:32 -0700 Subject: [PATCH 1/4] feat: upgrade cartesia to 1.0.7 and support for continuations --- poetry.lock | 961 ++++++++---------- pyproject.toml | 2 +- vocode/streaming/models/synthesizer.py | 2 +- .../synthesizer/cartesia_synthesizer.py | 76 +- 4 files changed, 508 insertions(+), 533 deletions(-) diff --git a/poetry.lock b/poetry.lock index 254e7f084..e6030148a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -289,29 +289,30 @@ uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "cachetools" -version = "5.3.3" +version = "5.4.0" description = "Extensible memoizing collections and decorators" optional = true python-versions = ">=3.7" files = [ - {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"}, - {file = "cachetools-5.3.3.tar.gz", hash = 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b/pyproject.toml index eec09a271..edf1dc4ba 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,7 +43,7 @@ groq = { version = "^0.9.0", optional = true } # Synthesizers google-cloud-texttospeech = { version = "^2.16.3", optional = true } pvkoala = { version = "^2.0.1", optional = true } -cartesia = { version = "^1.0.3", optional = true } +cartesia = { version = "^1.0.7", optional = true } # Transcribers google-cloud-speech = { version = "^2.26.0", optional = true } diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index ce8af4bab..d7c7682f1 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -230,7 +230,7 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value DEFAULT_CARTESIA_MODEL_ID = "sonic-english" -DEFAULT_CARTESIA_VOICE_ID = "5345cf08-6f37-424d-a5d9-8ae1101b9377" +DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30" class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value): # type: ignore diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 7458f7f7f..0ada78d4c 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,6 +1,5 @@ import hashlib -import io -import wave +from typing import List, Optional, TypedDict from vocode import getenv from vocode.streaming.models.audio import AudioEncoding, SamplingRate @@ -9,10 +8,31 @@ from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult +class VoiceControls(TypedDict): + """Defines different voice control parameters for voice synthesis. + + + For a complete list of supported parameters, refer to the Cartesia API documentation. + https://docs.cartesia.ai/api-reference + + Examples: + >>> {"speed": "fastest"} + >>> {"speed": "slow", "emotion": ["sadness:high"]} + >>> {"emotion": ["surprise:highest", "curiosity"]} + + Note: + This is an experimental class and is subject to rapid change in future versions. + """ + + speed: str + emotion: List[str] + + class CartesiaSynthesizer(BaseSynthesizer[CartesiaSynthesizerConfig]): def __init__( self, synthesizer_config: CartesiaSynthesizerConfig, + _experimental_voice_controls: Optional[List[VoiceControls]] = None, ): super().__init__(synthesizer_config) @@ -20,7 +40,7 @@ def __init__( try: from cartesia import AsyncCartesia except ImportError as e: - raise ImportError(f"Missing required dependancies for CartesiaSynthesizer") from e + raise ImportError("Missing required dependancies for CartesiaSynthesizer") from e self.api_key = synthesizer_config.api_key or getenv("CARTESIA_API_KEY") if not self.api_key: @@ -28,8 +48,16 @@ def __init__( self.cartesia_tts = AsyncCartesia + self._experimental_voice_controls = _experimental_voice_controls + if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: match synthesizer_config.sampling_rate: + case SamplingRate.RATE_48000: + self.output_format = { + "sample_rate": 48000, + "encoding": "pcm_s16le", + "container": "raw", + } case SamplingRate.RATE_44100: self.output_format = { "sample_rate": 44100, @@ -69,12 +97,20 @@ def __init__( raise ValueError(f"Unsupported audio encoding {synthesizer_config.audio_encoding}") if not isinstance(self.output_format["sample_rate"], int): - raise ValueError(f"Invalid type for sample_rate") + raise ValueError("Invalid type for sample_rate") self.sampling_rate = self.output_format["sample_rate"] self.num_channels = 1 self.model_id = synthesizer_config.model_id self.voice_id = synthesizer_config.voice_id self.client = self.cartesia_tts(api_key=self.api_key) + self.ws = None + self.ctx = None + + async def initialize_ws(self): + if self.ws is None: + self.ws = await self.client.tts.websocket() + if self.ctx is None or self.ctx.is_closed(): + self.ctx = self.ws.context() async def create_speech_uncached( self, @@ -83,17 +119,26 @@ async def create_speech_uncached( is_first_text_chunk: bool = False, is_sole_text_chunk: bool = False, ) -> SynthesisResult: - generator = await self.client.tts.sse( - model_id=self.model_id, - transcript=message.text, - voice_id=self.voice_id, - stream=True, - output_format=self.output_format, - ) + await self.initialize_ws() + + transcript = message.text + + if not message.text.endswith(" "): + transcript = message.text + " " + + if self.ctx is not None: + await self.ctx.send( + model_id=self.model_id, + transcript=transcript, + voice_id=self.voice_id, + continue_=not is_sole_text_chunk, + output_format=self.output_format, + _experimental_voice_controls=self._experimental_voice_controls, + ) - async def chunk_generator(sse): + async def chunk_generator(context): buffer = bytearray() - async for event in sse: + async for event in context.receive(): audio = event.get("audio") buffer.extend(audio) while len(buffer) >= chunk_size: @@ -102,9 +147,11 @@ async def chunk_generator(sse): ) buffer = buffer[chunk_size:] yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) + if not context.is_closed(): + await context.no_more_inputs() return SynthesisResult( - chunk_generator=chunk_generator(generator), + chunk_generator=chunk_generator(self.ctx), get_message_up_to=lambda seconds: self.get_message_cutoff_from_voice_speed( message, seconds ), @@ -125,4 +172,5 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): async def tear_down(self): await super().tear_down() + await self.ws.close() await self.client.close() From 23aff98a6069cf0bc5b2653f788cd9925162c2d7 Mon Sep 17 00:00:00 2001 From: sauhardjain Date: Wed, 17 Jul 2024 03:25:42 -0700 Subject: [PATCH 2/4] prevent errors --- vocode/streaming/synthesizer/cartesia_synthesizer.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 0ada78d4c..4a88a5580 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -121,6 +121,10 @@ async def create_speech_uncached( ) -> SynthesisResult: await self.initialize_ws() + if is_first_text_chunk: + await self.ctx.no_more_inputs() + self.ctx = self.ws.context() + transcript = message.text if not message.text.endswith(" "): @@ -138,6 +142,8 @@ async def create_speech_uncached( async def chunk_generator(context): buffer = bytearray() + if context.is_closed(): + return async for event in context.receive(): audio = event.get("audio") buffer.extend(audio) @@ -147,8 +153,6 @@ async def chunk_generator(context): ) buffer = buffer[chunk_size:] yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) - if not context.is_closed(): - await context.no_more_inputs() return SynthesisResult( chunk_generator=chunk_generator(self.ctx), From 8b3c10821164ac7e6ccd2e68cc2f31c6c6ec84dd Mon Sep 17 00:00:00 2001 From: sauhardjain Date: Wed, 17 Jul 2024 10:15:27 -0700 Subject: [PATCH 3/4] fix: review comments --- vocode/streaming/models/synthesizer.py | 10 ++++++- .../synthesizer/cartesia_synthesizer.py | 28 +++---------------- 2 files changed, 13 insertions(+), 25 deletions(-) diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index d7c7682f1..758703dbf 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -1,5 +1,5 @@ from enum import Enum -from typing import Any, Dict, List, Literal, Optional +from typing import Any, Dict, List, Literal, Optional, TypedDict from pydantic.v1 import validator @@ -233,7 +233,15 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30" +class CartesiaVoiceControls(TypedDict): + """Check out our guide at https://docs.cartesia.ai/user-guides/voice-control""" + + speed: str + emotion: List[str] + + class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value): # type: ignore api_key: Optional[str] = None model_id: str = DEFAULT_CARTESIA_MODEL_ID voice_id: str = DEFAULT_CARTESIA_VOICE_ID + _experimental_voice_controls: Optional[CartesiaVoiceControls] = None diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 4a88a5580..445ab03a7 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,5 +1,4 @@ import hashlib -from typing import List, Optional, TypedDict from vocode import getenv from vocode.streaming.models.audio import AudioEncoding, SamplingRate @@ -8,31 +7,10 @@ from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult -class VoiceControls(TypedDict): - """Defines different voice control parameters for voice synthesis. - - - For a complete list of supported parameters, refer to the Cartesia API documentation. - https://docs.cartesia.ai/api-reference - - Examples: - >>> {"speed": "fastest"} - >>> {"speed": "slow", "emotion": ["sadness:high"]} - >>> {"emotion": ["surprise:highest", "curiosity"]} - - Note: - This is an experimental class and is subject to rapid change in future versions. - """ - - speed: str - emotion: List[str] - - class CartesiaSynthesizer(BaseSynthesizer[CartesiaSynthesizerConfig]): def __init__( self, synthesizer_config: CartesiaSynthesizerConfig, - _experimental_voice_controls: Optional[List[VoiceControls]] = None, ): super().__init__(synthesizer_config) @@ -48,7 +26,7 @@ def __init__( self.cartesia_tts = AsyncCartesia - self._experimental_voice_controls = _experimental_voice_controls + self._experimental_voice_controls = synthesizer_config._experimental_voice_controls if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: match synthesizer_config.sampling_rate: @@ -121,7 +99,7 @@ async def create_speech_uncached( ) -> SynthesisResult: await self.initialize_ws() - if is_first_text_chunk: + if is_first_text_chunk and self.ws and self.ctx: await self.ctx.no_more_inputs() self.ctx = self.ws.context() @@ -176,5 +154,7 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): async def tear_down(self): await super().tear_down() + if self.ctx: + self.ctx._close() await self.ws.close() await self.client.close() From cb48f2c22c91ac910d87382e7401dd55c32b2ceb Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 18 Jul 2024 08:33:12 -0700 Subject: [PATCH 4/4] Update vocode/streaming/models/synthesizer.py --- vocode/streaming/models/synthesizer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index 758703dbf..df0a2f3ae 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -234,7 +234,7 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value class CartesiaVoiceControls(TypedDict): - """Check out our guide at https://docs.cartesia.ai/user-guides/voice-control""" + """See https://docs.cartesia.ai/user-guides/voice-control""" speed: str emotion: List[str]