mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-28 01:53:53 +08:00
add: 语音流式输出
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@@ -5,6 +5,7 @@ import numpy as np
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import opuslib_next
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from pydub import AudioSegment
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from abc import ABC, abstractmethod
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import queue
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TAG = __name__
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logger = setup_logging()
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@@ -33,6 +34,13 @@ class TTSProviderBase(ABC):
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logger.bind(tag=TAG).info(f"语音生成成功: {text}:{tmp_file},重试{5 - max_repeat_time}次")
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return tmp_file
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except Exception as e:
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logger.bind(tag=TAG).info(f": {e}")
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return None
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def to_tts_stream(self, text, queue: queue.Queue, text_index=0):
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try:
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asyncio.run(self.text_to_speak_stream(text, queue, text_index))
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except Exception as e:
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logger.bind(tag=TAG).info(f"Failed to generate TTS file: {e}")
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return None
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@@ -41,6 +49,9 @@ class TTSProviderBase(ABC):
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async def text_to_speak(self, text, output_file):
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pass
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async def text_to_speak_stream(self, text, queue: queue.Queue, text_index=0):
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raise Exception("该TTS还没有实现stream模式")
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def wav_to_opus_data(self, wav_file_path):
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# 使用pydub加载PCM文件
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# 获取文件后缀名
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@@ -82,3 +93,31 @@ class TTSProviderBase(ABC):
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opus_datas.append(opus_data)
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return opus_datas, duration
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def wav_to_opus_data_audio_raw(self, raw_data):
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# 初始化Opus编码器
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encoder = opuslib_next.Encoder(16000, 1, opuslib_next.APPLICATION_AUDIO)
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# 编码参数
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frame_duration = 60 # 60ms per frame
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frame_size = int(16000 * frame_duration / 1000) # 960 samples/frame
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opus_datas = []
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# 按帧处理所有音频数据(包括最后一帧可能补零)
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for i in range(0, len(raw_data), frame_size * 2): # 16bit=2bytes/sample
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# 获取当前帧的二进制数据
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chunk = raw_data[i:i + frame_size * 2]
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# 如果最后一帧不足,补零
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if len(chunk) < frame_size * 2:
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# logger.bind(tag=TAG).info("开始补0")
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chunk += b'\x00' * (frame_size * 2 - len(chunk))
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# 转换为numpy数组处理
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np_frame = np.frombuffer(chunk, dtype=np.int16)
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# 编码Opus数据
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opus_data = encoder.encode(np_frame.tobytes(), frame_size)
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opus_datas.append(opus_data)
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return opus_datas
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@@ -1,11 +1,20 @@
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import base64
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import os
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import traceback
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import uuid
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import queue
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import io
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import numpy as np
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import requests
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import ormsgpack
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from pathlib import Path
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import torch
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import torchaudio
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from pydantic import BaseModel, Field, conint, model_validator
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from pydub import AudioSegment
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from typing_extensions import Annotated
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from datetime import datetime
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from typing import Literal
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@@ -155,4 +164,102 @@ class TTSProvider(TTSProviderBase):
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print(f"Request failed with status code {response.status_code}")
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print(response.json())
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def _get_audio_from_tts(self, data_bytes):
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tts_speech = torch.from_numpy(np.array(np.frombuffer(data_bytes, dtype=np.int16))).unsqueeze(dim=0)
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with io.BytesIO() as bf:
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torchaudio.save(bf, tts_speech, 44100, format="wav")
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audio = AudioSegment.from_file(bf, format="wav")
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audio = audio.set_channels(1).set_frame_rate(16000)
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return audio
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async def text_to_speak_stream(self, text, queue: queue.Queue, text_index=0):
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try:
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# Prepare reference data
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byte_audios = [audio_to_bytes(ref_audio) for ref_audio in self.reference_audio]
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ref_texts = [read_ref_text(ref_text) for ref_text in self.reference_text]
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data = {
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"text": text,
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"references": [
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ServeReferenceAudio(
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audio=audio if audio else b"", text=text
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)
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for text, audio in zip(ref_texts, byte_audios)
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],
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"reference_id": self.reference_id,
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"normalize": self.normalize,
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"format": self.format,
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"max_new_tokens": self.max_new_tokens,
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"chunk_length": self.chunk_length,
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"top_p": self.top_p,
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"repetition_penalty": self.repetition_penalty,
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"temperature": self.temperature,
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"streaming": self.streaming,
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"use_memory_cache": self.use_memory_cache,
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"seed": self.seed,
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}
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pydantic_data = ServeTTSRequest(**data)
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audio_buff = None
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chunk_total = b''
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last_raw = b''
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audio_raw = b''
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print("请求tts")
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with requests.post(
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self.api_url,
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data=ormsgpack.packb(pydantic_data, option=ormsgpack.OPT_SERIALIZE_PYDANTIC),
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headers={
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"Authorization": f"Bearer {self.api_key}",
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"Content-Type": "application/msgpack",
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},
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) as response:
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if response.status_code == 200:
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for chunk in response.iter_content():
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# 拼接当前块和上一块数据
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chunk_total += chunk
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# 最后一个是静音,说明是一个完整的音频
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if len(chunk_total) % 2 == 0 and chunk_total[-2:] == b'\x00\x00':
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audio = self._get_audio_from_tts(chunk_total)
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audio_raw = audio_raw + audio.raw_data
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#长度凑够2贞开始发送,60ms*4=240ms
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if len(audio_raw) >= 7680:
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duration = 60 * len(audio_raw) // 1920
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if (len(audio_raw) % 1920) > 0:
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duration += 60
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duration = duration / 1000.0
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logger.bind(tag=TAG).info(f'发送数据长度:{len(audio_raw)}')
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opus_datas = self.wav_to_opus_data_audio_raw(audio_raw)
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queue.put({
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"data": opus_datas,
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"duration": duration,
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"end": False,
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"text_index": text_index
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})
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audio_raw = b''
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chunk_total = b''
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if len(chunk_total) > 0:
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audio = self._get_audio_from_tts(chunk_total)
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audio_raw = audio_raw + audio.raw_data
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duration = 60 * len(audio_raw) // 1920
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if (len(audio_raw) % 1920) > 0:
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duration += 60
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duration = duration / 1000.0
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# 把 audio 转成 opus
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logger.bind(tag=TAG).info(f'发送数据长度:{len(audio_raw)}')
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opus_datas = self.wav_to_opus_data_audio_raw(audio_raw)
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queue.put({
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"data": opus_datas,
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"duration": duration,
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"end": False
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})
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else:
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print('请求失败:', response.status_code, response.text)
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queue.put({
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"data": None,
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"end": True
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})
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except Exception as e:
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logger.bind(tag=TAG).error("tts发生错误")
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traceback.print_exc()
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raise e
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