update:修复iotbug

This commit is contained in:
hrz
2025-05-23 16:03:15 +08:00
parent 0a9e5d2cea
commit 17fb60b7ae
4 changed files with 149 additions and 70 deletions
+20 -10
View File
@@ -30,15 +30,25 @@ class ASRProviderBase(ABC):
@staticmethod
def decode_opus(opus_data: List[bytes]) -> bytes:
"""将Opus音频数据解码为PCM数据"""
try:
decoder = opuslib_next.Decoder(16000, 1) # 16kHz, 单声道
pcm_data = []
buffer_size = 960 # 每次处理960个采样点
decoder = opuslib_next.Decoder(16000, 1) # 16kHz, 单声道
pcm_data = []
for opus_packet in opus_data:
try:
# 使用较小的缓冲区大小进行处理
pcm_frame = decoder.decode(opus_packet, buffer_size)
if pcm_frame:
pcm_data.append(pcm_frame)
except opuslib_next.OpusError as e:
logger.bind(tag=TAG).warning(f"Opus解码错误,跳过当前数据包: {e}")
continue
except Exception as e:
logger.bind(tag=TAG).error(f"音频处理错误: {e}", exc_info=True)
continue
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
return pcm_data
except Exception as e:
logger.bind(tag=TAG).error(f"音频解码过程发生错误: {e}", exc_info=True)
return []
@@ -9,10 +9,14 @@ import uuid
from core.providers.asr.base import ASRProviderBase
from funasr import AutoModel
from funasr.utils.postprocess_utils import rich_transcription_postprocess
import shutil
TAG = __name__
logger = setup_logging()
MAX_RETRIES = 2
RETRY_DELAY = 1 # 重试延迟(秒)
# 捕获标准输出
class CaptureOutput:
@@ -68,46 +72,69 @@ class ASRProvider(ASRProviderBase):
) -> Tuple[Optional[str], Optional[str]]:
"""语音转文本主处理逻辑"""
file_path = None
try:
# 合并所有opus数据包
if self.audio_format == "pcm":
pcm_data = opus_data
else:
pcm_data = self.decode_opus(opus_data)
retry_count = 0
combined_pcm_data = b"".join(pcm_data)
while retry_count < MAX_RETRIES:
try:
# 合并所有opus数据包
if self.audio_format == "pcm":
pcm_data = opus_data
else:
pcm_data = self.decode_opus(opus_data)
# 判断是否保存为WAV文件
if self.delete_audio_file:
pass
else:
file_path = self.save_audio_to_file(pcm_data, session_id)
combined_pcm_data = b"".join(pcm_data)
# 语音识别
start_time = time.time()
result = self.model.generate(
input=combined_pcm_data,
cache={},
language="auto",
use_itn=True,
batch_size_s=60,
)
text = rich_transcription_postprocess(result[0]["text"])
logger.bind(tag=TAG).debug(
f"语音识别耗时: {time.time() - start_time:.3f}s | 结果: {text}"
)
# 检查磁盘空间
if not self.delete_audio_file:
free_space = shutil.disk_usage(self.output_dir).free
if free_space < len(combined_pcm_data) * 2: # 预留2倍空间
raise OSError("磁盘空间不足")
return text, file_path
# 判断是否保存为WAV文件
if self.delete_audio_file:
pass
else:
file_path = self.save_audio_to_file(pcm_data, session_id)
except Exception as e:
logger.bind(tag=TAG).error(f"语音识别失败: {e}", exc_info=True)
return "", file_path
# 语音识别
start_time = time.time()
result = self.model.generate(
input=combined_pcm_data,
cache={},
language="auto",
use_itn=True,
batch_size_s=60,
)
text = rich_transcription_postprocess(result[0]["text"])
logger.bind(tag=TAG).debug(
f"语音识别耗时: {time.time() - start_time:.3f}s | 结果: {text}"
)
# finally:
# # 文件清理逻辑
# if self.delete_audio_file and file_path and os.path.exists(file_path):
# try:
# os.remove(file_path)
# logger.bind(tag=TAG).debug(f"已删除临时音频文件: {file_path}")
# except Exception as e:
# logger.bind(tag=TAG).error(f"文件删除失败: {file_path} | 错误: {e}")
return text, file_path
except OSError as e:
retry_count += 1
if retry_count >= MAX_RETRIES:
logger.bind(tag=TAG).error(
f"语音识别失败(已重试{retry_count}次): {e}", exc_info=True
)
return "", file_path
logger.bind(tag=TAG).warning(
f"语音识别失败,正在重试({retry_count}/{MAX_RETRIES}: {e}"
)
time.sleep(RETRY_DELAY)
except Exception as e:
logger.bind(tag=TAG).error(f"语音识别失败: {e}", exc_info=True)
return "", file_path
finally:
# 文件清理逻辑
if self.delete_audio_file and file_path and os.path.exists(file_path):
try:
os.remove(file_path)
logger.bind(tag=TAG).debug(f"已删除临时音频文件: {file_path}")
except Exception as e:
logger.bind(tag=TAG).error(
f"文件删除失败: {file_path} | 错误: {e}"
)
@@ -72,6 +72,10 @@ class IntentProvider(IntentProviderBase):
'返回: {"function_call": {"name": "get_time"}}\n'
"```\n"
"```\n"
"用户: 当前电池电量是多少?\n"
'返回: {"function_call": {"name": "get_battery_level", "arguments": {"response_success": "当前电池电量为{value}%", "response_failure": "无法获取Battery的当前电量百分比"}}}\n'
"```\n"
"```\n"
"用户: 我想结束对话\n"
'返回: {"function_call": {"name": "handle_exit_intent", "arguments": {"say_goodbye": "goodbye"}}}\n'
"```\n"
@@ -224,7 +228,8 @@ class IntentProvider(IntentProviderBase):
if function_name == "continue_chat":
# 保留非工具相关的消息
clean_history = [
msg for msg in conn.dialogue.dialogue
msg
for msg in conn.dialogue.dialogue
if msg.role not in ["tool", "function"]
]
conn.dialogue.dialogue = clean_history