From c1148e3985d026d47ecfdfba4259e1b91107f52a Mon Sep 17 00:00:00 2001 From: Sauhard Jain Date: Wed, 7 Aug 2024 11:01:29 -0700 Subject: [PATCH] Include cartesia's voice controls on docs + update synthesizer (#674) * docs: include cartesia's voice controls * fix lint and add padding * fix: end of sentence issues * lint and upgrade cartesia * fix: pydantic casting issue * lockfile * fix pinecone lint --- docs/open-source/using-synthesizers.mdx | 48 +- poetry.lock | 1879 +++++++++-------- pyproject.toml | 2 +- roadmap.md | 1 + vocode/streaming/models/synthesizer.py | 12 +- .../synthesizer/cartesia_synthesizer.py | 39 +- vocode/streaming/vector_db/pinecone.py | 13 +- 7 files changed, 1068 insertions(+), 926 deletions(-) diff --git a/docs/open-source/using-synthesizers.mdx b/docs/open-source/using-synthesizers.mdx index 013ce2372..6bbb57c0b 100644 --- a/docs/open-source/using-synthesizers.mdx +++ b/docs/open-source/using-synthesizers.mdx @@ -13,13 +13,14 @@ Vocode currently supports the following synthesizers: 1. Azure (Microsoft) 2. Google -3. Eleven Labs -4. Rime -5. Play.ht -6. GTTS (Google Text-to-Speech) -7. Stream Elements -8. Bark -9. Amazon Polly +3. Cartesia +4. Eleven Labs +5. Rime +6. Play.ht +7. GTTS (Google Text-to-Speech) +8. Stream Elements +9. Bark +10. Amazon Polly These synthesizers are defined using their respective configuration classes, which are subclasses of the `SynthesizerConfig` class. @@ -83,7 +84,38 @@ synthesizer_config=PlayHtSynthesizerConfig.from_telephone_output_device( ... ``` -### Example 2: Using Azure in StreamingConversation locally +### Example 2: Using Cartesia's streaming synthesizer + +We support Cartesia's [low-latency streaming API](https://docs.cartesia.ai/api-reference/endpoints/stream-speech-websocket) enabled by WebSockets. You can use the `CartesiaSynthesizer` with the `CartesiaSynthesizerConfig` to enable this feature. + +#### Telephony + +```python +synthesizer_config=CartesiaSynthesizerConfig.from_telephone_output_device( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id=os.getenv("CARTESIA_VOICE_ID"), +) +``` + +In this example, the `CartesiaSynthesizerConfig.from_output_device()` method is used to create a configuration object for the Cartesia synthesizer. +The method takes a `speaker_output` object as an argument, and extracts the `sampling_rate` and `audio_encoding` from the output device. + +#### Controlling Speed & Emotions + +You can set the `speed` and `emotion` parameters in the `CartesiaSynthesizerConfig` object to control the speed and emotions of the agent's voice! See [this page](https://docs.cartesia.ai/user-guides/voice-control) for more details. + +```python +CartesiaSynthesizerConfig( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id=os.getenv("CARTESIA_VOICE_ID"), + experimental_voice_controls={ + "speed": "slow", + "emotion": "positivity: high" + } +) +``` + +### Example 3: Using Azure in StreamingConversation locally ```python from vocode.streaming.models.synthesizer import AzureSynthesizerConfig diff --git a/poetry.lock b/poetry.lock index e6030148a..e9caa21b3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,91 +1,103 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "aiohappyeyeballs" +version = "2.3.5" +description = "Happy Eyeballs for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohappyeyeballs-2.3.5-py3-none-any.whl", hash = "sha256:4d6dea59215537dbc746e93e779caea8178c866856a721c9c660d7a5a7b8be03"}, + {file = 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"sha256:532e1f2c491274d1333a814e4c5c2e8b92345d41b12dc806cf07aaff786beb66"}, + {file = "watchfiles-0.23.0.tar.gz", hash = "sha256:9338ade39ff24f8086bb005d16c29f8e9f19e55b18dcb04dfa26fcbc09da497b"}, ] [package.dependencies] @@ -4656,4 +4723,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "645eeaebdbc1191899f3c62d06923897d88986d7f3f0010724f974bee266a9f8" +content-hash = "8764521de733dd192ed02ee787441937d3e48eec29cd27cb958ccc773972952e" diff --git a/pyproject.toml b/pyproject.toml index 0a5184e45..8017072c2 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 = "^1.0.7", optional = true } +cartesia = { version = "^1.0.10", optional = true } # Transcribers google-cloud-speech = { version = "^2.26.0", optional = true } diff --git a/roadmap.md b/roadmap.md index 27fc2cc20..0a4c37503 100644 --- a/roadmap.md +++ b/roadmap.md @@ -27,6 +27,7 @@ Our roadmap; if an issue has been created or the feature is currently being work - [x] Bark - [x] [Play.ht](http://Play.ht) - [x] Eleven Labs + - [x] Cartesia - [ ] Amazon Polly - [ ] Resemble.AI diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index df0a2f3ae..54a38830e 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, TypedDict +from typing import Any, Dict, List, Literal, Optional, Union from pydantic.v1 import validator @@ -230,18 +230,18 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value DEFAULT_CARTESIA_MODEL_ID = "sonic-english" -DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30" +DEFAULT_CARTESIA_VOICE_ID = "f9836c6e-a0bd-460e-9d3c-f7299fa60f94" -class CartesiaVoiceControls(TypedDict): +class CartesiaVoiceControls(BaseModel): """See https://docs.cartesia.ai/user-guides/voice-control""" - speed: str - emotion: List[str] + speed: Optional[Union[float, str]] = None + emotion: Optional[List[str]] = None 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 + experimental_voice_controls: Optional[CartesiaVoiceControls] = None diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index e9ea6ac21..959ca5ba5 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,3 +1,4 @@ +import asyncio import hashlib from loguru import logger @@ -28,7 +29,11 @@ def __init__( self.cartesia_tts = AsyncCartesia - self._experimental_voice_controls = synthesizer_config._experimental_voice_controls + self._experimental_voice_controls = None + if synthesizer_config.experimental_voice_controls: + self._experimental_voice_controls = ( + synthesizer_config.experimental_voice_controls.dict() + ) if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: match synthesizer_config.sampling_rate: @@ -85,6 +90,8 @@ def __init__( self.client = self.cartesia_tts(api_key=self.api_key) self.ws = None self.ctx = None + self.no_more_inputs_task = None + self.no_more_inputs_lock = asyncio.Lock() async def initialize_ws(self): if self.ws is None: @@ -96,9 +103,25 @@ async def initialize_ctx(self, is_first_text_chunk: bool): self.ctx = self.ws.context() else: if is_first_text_chunk: + if self.no_more_inputs_task: + self.no_more_inputs_task.cancel() await self.ctx.no_more_inputs() self.ctx = self.ws.context() + # This workaround is necessary to prevent the last chunk getting delayed. + # In the future, `create_speech_uncached` should be modified to handle this properly by adding a flag to the last chunk. + def refresh_no_more_inputs_task(self): + if self.no_more_inputs_task: + self.no_more_inputs_task.cancel() + + async def delayed_no_more_inputs(): + await asyncio.sleep(1) + async with self.no_more_inputs_lock: + if self.ctx: + await self.ctx.no_more_inputs() + + self.no_more_inputs_task = asyncio.create_task(delayed_no_more_inputs()) + async def create_speech_uncached( self, message: BaseMessage, @@ -123,6 +146,11 @@ async def create_speech_uncached( output_format=self.output_format, _experimental_voice_controls=self._experimental_voice_controls, ) + if not is_sole_text_chunk: + try: + self.refresh_no_more_inputs_task() + except Exception as e: + logger.info(f"Caught error while sending no more inputs: {e}") async def chunk_generator(context): buffer = bytearray() @@ -143,6 +171,13 @@ async def chunk_generator(context): ) self.ctx._close() if buffer: + # pad the leftover buffer with silence + if len(buffer) < chunk_size: + padding_size = chunk_size - len(buffer) + if self.output_format["encoding"] == "pcm_mulaw": + buffer.extend(b"\x7f" * padding_size) # 127 is silence in mu-law + elif self.output_format["encoding"] == "pcm_s16le": + buffer.extend(b"\x00\x00" * padding_size) # 0 is silence in s16le yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) return SynthesisResult( @@ -167,6 +202,8 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): async def tear_down(self): await super().tear_down() + if self.no_more_inputs_task: + self.no_more_inputs_task.cancel() if self.ctx: self.ctx._close() await self.ws.close() diff --git a/vocode/streaming/vector_db/pinecone.py b/vocode/streaming/vector_db/pinecone.py index ba40fda5c..6dc745372 100644 --- a/vocode/streaming/vector_db/pinecone.py +++ b/vocode/streaming/vector_db/pinecone.py @@ -1,5 +1,5 @@ import uuid -from typing import Iterable, List, Optional, Tuple +from typing import Any, Iterable, List, Optional, Tuple, TypeGuard from langchain.docstore.document import Document from loguru import logger @@ -9,15 +9,20 @@ from vocode.streaming.vector_db.base_vector_db import VectorDB +def is_non_empty_string(value: Any) -> TypeGuard[str]: + return isinstance(value, str) and len(value) > 0 + + class PineconeDB(VectorDB): def __init__(self, config: PineconeConfig, *args, **kwargs) -> None: super().__init__(*args, **kwargs) self.config = config self.index_name = self.config.index - self.pinecone_api_key = getenv("PINECONE_API_KEY") or self.config.api_key - if not self.pinecone_api_key: - raise ValueError("Pinecone API key not set") + pinecone_api_key = getenv("PINECONE_API_KEY") or self.config.api_key + if not is_non_empty_string(pinecone_api_key): + raise ValueError("Pinecone API key not set or invalid") + self.pinecone_api_key = pinecone_api_key self.pinecone_environment = getenv("PINECONE_ENVIRONMENT") or self.config.api_environment self.pinecone_url = f"https://{self.index_name}.svc.{self.pinecone_environment}.pinecone.io" self._text_key = "text"