Files
xiaozhi-esp32-server/main/xiaozhi-server/core/providers/asr/base.py
T

45 lines
1.3 KiB
Python

from abc import ABC, abstractmethod
from typing import Optional, Tuple, List
import opuslib_next
from config.logger import setup_logging
TAG = __name__
logger = setup_logging()
class ASRProviderBase(ABC):
def __init__(self):
self.audio_format = "opus"
@abstractmethod
def save_audio_to_file(self, pcm_data: List[bytes], session_id: str) -> str:
"""PCM数据保存为WAV文件"""
pass
@abstractmethod
async def speech_to_text(
self, opus_data: List[bytes], session_id: str
) -> Tuple[Optional[str], Optional[str]]:
"""将语音数据转换为文本"""
pass
def set_audio_format(self, format: str) -> None:
"""设置音频格式"""
self.audio_format = format
@staticmethod
def decode_opus(opus_data: List[bytes]) -> bytes:
"""将Opus音频数据解码为PCM数据"""
decoder = opuslib_next.Decoder(16000, 1) # 16kHz, 单声道
pcm_data = []
for opus_packet in opus_data:
try:
pcm_frame = decoder.decode(opus_packet, 960) # 960 samples = 60ms
pcm_data.append(pcm_frame)
except opuslib_next.OpusError as e:
logger.bind(tag=TAG).error(f"Opus解码错误: {e}", exc_info=True)
return pcm_data