mirror of
https://github.com/JefferyHcool/BiliNote.git
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74 lines
2.6 KiB
Python
74 lines
2.6 KiB
Python
from app.transcriber.whisper import WhisperTranscriber
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from app.transcriber.bcut import BcutTranscriber
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from app.transcriber.kuaishou import KuaishouTranscriber
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from app.utils.logger import get_logger
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logger = get_logger(__name__)
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logger.info('初始化转录服务提供器')
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# 维护各种转录器的单例实例
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_transcribers = {
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'whisper': None,
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'bcut': None,
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'kuaishou': None
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}
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def get_whisper_transcriber(model_size="base", device="cuda"):
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"""获取 Whisper 转录器实例"""
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if _transcribers['whisper'] is None:
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logger.info(f'创建 Whisper 转录器实例，参数：{model_size}, {device}')
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try:
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_transcribers['whisper'] = WhisperTranscriber(model_size=model_size, device=device)
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logger.info('Whisper 转录器创建成功')
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except Exception as e:
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logger.error(f"Whisper 转录器创建失败: {e}")
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raise
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return _transcribers['whisper']
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def get_bcut_transcriber():
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"""获取 Bcut 转录器实例"""
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if _transcribers['bcut'] is None:
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logger.info('创建 Bcut 转录器实例')
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try:
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_transcribers['bcut'] = BcutTranscriber()
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logger.info('Bcut 转录器创建成功')
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except Exception as e:
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logger.error(f"Bcut 转录器创建失败: {e}")
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raise
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return _transcribers['bcut']
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def get_kuaishou_transcriber():
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"""获取快手转录器实例"""
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if _transcribers['kuaishou'] is None:
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logger.info('创建快手转录器实例')
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try:
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_transcribers['kuaishou'] = KuaishouTranscriber()
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logger.info('快手转录器创建成功')
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except Exception as e:
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logger.error(f"快手转录器创建失败: {e}")
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raise
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return _transcribers['kuaishou']
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def get_transcriber(transcriber_type="whisper", model_size="base", device="cuda"):
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"""
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获取指定类型的转录器实例
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参数:
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transcriber_type: 转录器类型，支持 "whisper", "bcut", "kuaishou"
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model_size: 模型大小，whisper 特有参数
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device: 设备类型，whisper 特有参数
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返回:
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对应类型的转录器实例
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"""
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logger.info(f'获取转录器，类型: {transcriber_type}')
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if transcriber_type == "whisper":
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return get_whisper_transcriber(model_size, device)
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elif transcriber_type == "bcut":
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return get_bcut_transcriber()
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elif transcriber_type == "kuaishou":
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return get_kuaishou_transcriber()
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else:
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logger.warning(f'未知转录器类型 "{transcriber_type}"，使用默认 whisper')
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return get_whisper_transcriber(model_size, device) |