Files
xiaozhi-esp32-server/core/providers/tts/base.py
T
2025-02-14 00:54:59 +08:00

84 lines
2.8 KiB
Python

import asyncio
import logging
import os
import numpy as np
import opuslib
from pydub import AudioSegment
from abc import ABC, abstractmethod
logger = logging.getLogger(__name__)
class TTSProviderBase(ABC):
def __init__(self, config, delete_audio_file):
self.delete_audio_file = delete_audio_file
self.output_file = config.get("output_file")
@abstractmethod
def generate_filename(self):
pass
def to_tts(self, text):
tmp_file = self.generate_filename()
try:
max_repeat_time = 5
while not os.path.exists(tmp_file) and max_repeat_time > 0:
asyncio.run(self.text_to_speak(text, tmp_file))
if not os.path.exists(tmp_file):
max_repeat_time = max_repeat_time - 1
logger.error(f"语音生成失败: {text}:{tmp_file},再试{max_repeat_time}次")
if max_repeat_time > 0:
logger.info(f"语音生成成功: {text}:{tmp_file},重试{5 - max_repeat_time}次")
return tmp_file
except Exception as e:
logger.info(f"Failed to generate TTS file: {e}")
return None
@abstractmethod
async def text_to_speak(self, text, output_file):
pass
def wav_to_opus_data(self, wav_file_path):
# 使用pydub加载PCM文件
# 获取文件后缀名
file_type = os.path.splitext(wav_file_path)[1]
if file_type:
file_type = file_type.lstrip('.')
audio = AudioSegment.from_file(wav_file_path, format=file_type)
duration = len(audio) / 1000.0
# 转换为单声道和16kHz采样率(确保与编码器匹配)
audio = audio.set_channels(1).set_frame_rate(16000)
# 获取原始PCM数据(16位小端)
raw_data = audio.raw_data
# 初始化Opus编码器
encoder = opuslib.Encoder(16000, 1, opuslib.APPLICATION_AUDIO)
# 编码参数
frame_duration = 60 # 60ms per frame
frame_size = int(16000 * frame_duration / 1000) # 960 samples/frame
opus_datas = []
# 按帧处理所有音频数据(包括最后一帧可能补零)
for i in range(0, len(raw_data), frame_size * 2): # 16bit=2bytes/sample
# 获取当前帧的二进制数据
chunk = raw_data[i:i + frame_size * 2]
# 如果最后一帧不足,补零
if len(chunk) < frame_size * 2:
chunk += b'\x00' * (frame_size * 2 - len(chunk))
# 转换为numpy数组处理
np_frame = np.frombuffer(chunk, dtype=np.int16)
# 编码Opus数据
opus_data = encoder.encode(np_frame.tobytes(), frame_size)
opus_datas.append(opus_data)
return opus_datas, duration