temp commit, woring on playht

This commit is contained in:
Kwindla Hultman Kramer
2024-06-06 10:48:22 -04:00
parent 06ff9cfede
commit 1a542c91fa
3 changed files with 140 additions and 25 deletions

View File

@@ -19,6 +19,8 @@ from pipecat.services.cartesia import CartesiaTTSService
from pipecat.services.openai import OpenAILLMService
from pipecat.transports.services.daily import DailyParams, DailyTransport
from pipecat.vad.silero import SileroVADAnalyzer
from pipecat.processors.logger import FrameLogger
from runner import configure
@@ -71,7 +73,9 @@ async def main(room_url: str, token):
tma_in, # User responses
llm, # LLM
tts, # TTS
FrameLogger("tts out"),
transport.output(), # Transport bot output
FrameLogger("transport out"),
tma_out # Assistant spoken responses
])

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@@ -0,0 +1,98 @@
#
# Copyright (c) 2024, Daily
#
# SPDX-License-Identifier: BSD 2-Clause License
#
import asyncio
import aiohttp
import os
import sys
from pipecat.frames.frames import LLMMessagesFrame
from pipecat.pipeline.pipeline import Pipeline
from pipecat.pipeline.runner import PipelineRunner
from pipecat.pipeline.task import PipelineParams, PipelineTask
from pipecat.processors.aggregators.llm_response import (
LLMAssistantResponseAggregator, LLMUserResponseAggregator)
from pipecat.services.playht import PlayHTTTSService
from pipecat.services.openai import OpenAILLMService
from pipecat.transports.services.daily import DailyParams, DailyTransport
from pipecat.vad.silero import SileroVADAnalyzer
from pipecat.processors.logger import FrameLogger
from runner import configure
from loguru import logger
from dotenv import load_dotenv
load_dotenv(override=True)
logger.remove(0)
logger.add(sys.stderr, level="DEBUG")
async def main(room_url: str, token):
async with aiohttp.ClientSession() as session:
transport = DailyTransport(
room_url,
token,
"Respond bot",
DailyParams(
audio_out_enabled=True,
audio_out_sample_rate=16000,
transcription_enabled=True,
vad_enabled=True,
vad_analyzer=SileroVADAnalyzer()
)
)
tts = PlayHTTTSService(
user_id=os.getenv("PLAYHT_USER_ID"),
api_key=os.getenv("PLAYHT_API_KEY"),
voice_url="s3://voice-cloning-zero-shot/801a663f-efd0-4254-98d0-5c175514c3e8/jennifer/manifest.json",
)
llm = OpenAILLMService(
api_key=os.getenv("OPENAI_API_KEY"),
model="gpt-4o")
messages = [
{
"role": "system",
"content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way.",
},
]
tma_in = LLMUserResponseAggregator(messages)
tma_out = LLMAssistantResponseAggregator(messages)
pipeline = Pipeline([
transport.input(), # Transport user input
tma_in, # User responses
llm, # LLM
tts, # TTS
FrameLogger("tts out"),
transport.output(), # Transport bot output
FrameLogger("transport out"),
tma_out # Assistant spoken responses
])
task = PipelineTask(pipeline, PipelineParams(allow_interruptions=True))
@transport.event_handler("on_first_participant_joined")
async def on_first_participant_joined(transport, participant):
transport.capture_participant_transcription(participant["id"])
# Kick off the conversation.
messages.append(
{"role": "system", "content": "Please introduce yourself to the user."})
await task.queue_frames([LLMMessagesFrame(messages)])
runner = PipelineRunner()
await runner.run(task)
if __name__ == "__main__":
(url, token) = configure()
asyncio.run(main(url, token))

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@@ -6,6 +6,7 @@
import io
import struct
import time
from typing import AsyncGenerator
@@ -25,7 +26,7 @@ except ModuleNotFoundError as e:
raise Exception(f"Missing module: {e}")
class PlayHTAIService(TTSService):
class PlayHTTTSService(TTSService):
def __init__(self, *, api_key: str, user_id: str, voice_url: str, **kwargs):
super().__init__(**kwargs)
@@ -47,28 +48,40 @@ class PlayHTAIService(TTSService):
self._client.close()
async def run_tts(self, text: str) -> AsyncGenerator[Frame, None]:
b = bytearray()
in_header = True
for chunk in self._client.tts(text, self._options):
# skip the RIFF header.
if in_header:
b.extend(chunk)
if len(b) <= 36:
continue
else:
fh = io.BytesIO(b)
fh.seek(36)
(data, size) = struct.unpack('<4sI', fh.read(8))
logger.debug(
f"first attempt: data: {data}, size: {hex(size)}, position: {fh.tell()}")
while data != b'data':
fh.read(size)
start_time = time.time()
ttfb = None
logger.debug(f"Generating TTS: [{text}]")
try:
b = bytearray()
in_header = True
sync_gen = self._client.tts(
text,
voice_engine="PlayHT2.0-turbo",
options=self._options)
# need to ask Aleix about this. frames are getting pushed.
# but playback is blocked
for chunk in sync_gen:
# skip the RIFF header.
if in_header:
b.extend(chunk)
if len(b) <= 36:
continue
else:
fh = io.BytesIO(b)
fh.seek(36)
(data, size) = struct.unpack('<4sI', fh.read(8))
logger.debug(
f"subsequent data: {data}, size: {hex(size)}, position: {fh.tell()}, data != data: {data != b'data'}")
logger.debug("position: ", fh.tell())
in_header = False
else:
if len(chunk):
frame = AudioRawFrame(chunk, 16000, 1)
yield frame
while data != b'data':
fh.read(size)
(data, size) = struct.unpack('<4sI', fh.read(8))
in_header = False
else:
if len(chunk):
if ttfb is None:
ttfb = time.time() - start_time
logger.debug(f"TTS ttfb: {ttfb}")
frame = AudioRawFrame(chunk, 16000, 1)
yield frame
except Exception as e:
logger.error(f"Error generating TTS: {e}")