mirror of
https://github.com/xinnan-tech/xiaozhi-esp32-server.git
synced 2026-07-25 00:23:53 +08:00
LLM和TTS采用适配器模式进行解耦,方便扩展更多服务平台调用
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+13
-143
@@ -1,9 +1,11 @@
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import asyncio
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import logging
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import os
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import sys
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import json
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import uuid
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import base64
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import importlib
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from datetime import datetime
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import edge_tts
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import numpy as np
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@@ -16,150 +18,15 @@ from abc import ABC, abstractmethod
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logger = logging.getLogger(__name__)
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class TTS(ABC):
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def __init__(self, config, delete_audio_file):
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self.delete_audio_file = delete_audio_file
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self.output_file = config.get("output_file")
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@abstractmethod
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def generate_filename(self):
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pass
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def to_tts(self, text):
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tmp_file = self.generate_filename()
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try:
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max_repeat_time = 5
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while not os.path.exists(tmp_file) and max_repeat_time > 0:
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asyncio.run(self.text_to_speak(text, tmp_file))
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if not os.path.exists(tmp_file):
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max_repeat_time = max_repeat_time - 1
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logger.error(f"语音生成失败: {text}:{tmp_file},再试{max_repeat_time}次")
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return tmp_file
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except Exception as e:
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logger.info(f"Failed to generate TTS file: {e}")
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return None
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@abstractmethod
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async def text_to_speak(self, text, output_file):
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pass
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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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file_type = os.path.splitext(wav_file_path)[1]
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if file_type:
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file_type = file_type.lstrip('.')
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audio = AudioSegment.from_file(wav_file_path, format=file_type)
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duration = len(audio) / 1000.0
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# 转换为单声道和16kHz采样率(确保与编码器匹配)
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audio = audio.set_channels(1).set_frame_rate(16000)
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# 获取原始PCM数据(16位小端)
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raw_data = audio.raw_data
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# 初始化Opus编码器
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encoder = opuslib.Encoder(16000, 1, opuslib.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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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, duration
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class EdgeTTS(TTS):
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def __init__(self, config, delete_audio_file):
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super().__init__(config, delete_audio_file)
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self.voice = config.get("voice")
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def generate_filename(self, extension=".mp3"):
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return os.path.join(self.output_file, f"tts-{datetime.now().date()}@{uuid.uuid4().hex}{extension}")
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async def text_to_speak(self, text, output_file):
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communicate = edge_tts.Communicate(text, voice=self.voice) # Use your preferred voice
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await communicate.save(output_file)
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class DoubaoTTS(TTS):
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def __init__(self, config, delete_audio_file):
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super().__init__(config, delete_audio_file)
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self.appid = config.get("appid")
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self.access_token = config.get("access_token")
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self.cluster = config.get("cluster")
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self.voice = config.get("voice")
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self.host = "openspeech.bytedance.com"
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self.api_url = f"https://{self.host}/api/v1/tts"
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self.header = {"Authorization": f"Bearer;{self.access_token}"}
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def generate_filename(self, extension=".wav"):
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return os.path.join(self.output_file, f"tts-{datetime.now().date()}@{uuid.uuid4().hex}{extension}")
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async def text_to_speak(self, text, output_file):
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request_json = {
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"app": {
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"appid": self.appid,
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"token": "access_token",
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"cluster": self.cluster
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},
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"user": {
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"uid": "1"
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},
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"audio": {
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"voice_type": self.voice,
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"encoding": "wav",
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"speed_ratio": 1.0,
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"volume_ratio": 1.0,
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"pitch_ratio": 1.0,
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},
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"request": {
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"reqid": str(uuid.uuid4()),
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"text": text,
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"text_type": "plain",
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"operation": "query",
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"with_frontend": 1,
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"frontend_type": "unitTson"
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}
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}
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resp = requests.post(self.api_url, json.dumps(request_json), headers=self.header)
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if "data" in resp.json():
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data = resp.json()["data"]
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file_to_save = open(output_file, "wb")
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file_to_save.write(base64.b64decode(data))
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def create_instance(class_name, *args, **kwargs):
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# 获取类对象
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cls_map = {
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"DoubaoTTS": DoubaoTTS,
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"EdgeTTS": EdgeTTS,
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# 可扩展其他TTS实现
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}
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# 创建TTS实例
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if os.path.exists(os.path.join('core', 'providers', 'tts', f'{class_name}.py')):
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lib_name = f'core.providers.tts.{class_name}'
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if lib_name not in sys.modules:
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sys.modules[lib_name] = importlib.import_module(f'{lib_name}')
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return sys.modules[lib_name].TTSProvider(*args, **kwargs)
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if cls := cls_map.get(class_name):
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return cls(*args, **kwargs)
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raise ValueError(f"不支持的TTS类型: {class_name}")
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raise ValueError(f"不支持的TTS类型: {class_name},请检查该配置的type是否设置正确")
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if __name__ == "__main__":
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@@ -168,7 +35,10 @@ if __name__ == "__main__":
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"""
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config = read_config(get_project_dir() + "config.yaml")
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tts = create_instance(
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config["selected_module"]["TTS"],
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config["selected_module"]["TTS"]
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if not 'type' in config["TTS"][config["selected_module"]["TTS"]]
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else
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config["TTS"][config["selected_module"]["TTS"]]["type"],
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config["TTS"][config["selected_module"]["TTS"]],
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config["delete_audio"]
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)
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