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Merge branch 'main' of https://huggingface.co/spaces/aadnk/whisper-webui
Browse files- README.md +5 -1
- config.json5 +9 -1
- src/whisper/fasterWhisperContainer.py +3 -3
README.md
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## Diarization
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To detect different speakers in the audio, you can use the [whisper-diarization](https://gitlab.com/aadnk/whisper-diarization) application.
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Download the JSON file after running Whisper on an audio file, and then run app.py in the
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whisper-diarization repository with the audio file and the JSON file as arguments.
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## Whisper Implementation
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You can choose between using `whisper` or `faster-whisper`. [Faster Whisper](https://github.com/guillaumekln/faster-whisper) as a drop-in replacement for the
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## Diarization
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To detect different speakers in the audio, you can use the [whisper-diarization](https://gitlab.com/aadnk/whisper-diarization) application, or check "Diarization" in the options.
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Download the JSON file after running Whisper on an audio file, and then run app.py in the
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whisper-diarization repository with the audio file and the JSON file as arguments.
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## Translation
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To translate the transcript to English, set the task to "Translate". You can also use ChatGPT for this task via my [translate-gpt](https://gitlab.com/aadnk/translate-gpt) CLI application.
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## Whisper Implementation
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You can choose between using `whisper` or `faster-whisper`. [Faster Whisper](https://github.com/guillaumekln/faster-whisper) as a drop-in replacement for the
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config.json5
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"name": "large",
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"url": "large"
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},
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{
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"name": "large-v2",
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"url": "large-v2"
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},
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// Uncomment to add custom Japanese models
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// NOTE: For Faster-Whisper, the models must be converted to the CTranslate2 format,
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// see https://github.com/guillaumekln/faster-whisper#model-conversion
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"diarization_max_speakers": 8,
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// The number of seconds before inactivate processes are terminated. Use 0 to close processes immediately, or None for no timeout.
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"diarization_process_timeout": 60,
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}
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"name": "large",
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"url": "large"
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},
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{
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"name": "large-v1",
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"url": "large-v1"
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},
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{
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"name": "large-v2",
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"url": "large-v2"
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},
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{
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"name": "large-v3",
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"url": "large-v3"
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},
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// Uncomment to add custom Japanese models
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// NOTE: For Faster-Whisper, the models must be converted to the CTranslate2 format,
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// see https://github.com/guillaumekln/faster-whisper#model-conversion
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"diarization_max_speakers": 8,
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// The number of seconds before inactivate processes are terminated. Use 0 to close processes immediately, or None for no timeout.
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"diarization_process_timeout": 60,
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}
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src/whisper/fasterWhisperContainer.py
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model_url = model_config.url
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if model_config.type == "whisper":
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if model_url not in ["tiny", "base", "small", "medium", "large", "large-v1", "large-v2"]:
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raise Exception("FasterWhisperContainer does not yet support Whisper models. Use ct2-transformers-converter to convert the model to a faster-whisper model.")
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if model_url == "large":
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# large is an alias for large-
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model_url = "large-
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device = self.device
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model_url = model_config.url
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if model_config.type == "whisper":
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if model_url not in ["tiny", "base", "small", "medium", "large", "large-v1", "large-v2", "large-v3"]:
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raise Exception("FasterWhisperContainer does not yet support Whisper models. Use ct2-transformers-converter to convert the model to a faster-whisper model.")
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if model_url == "large":
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# large is an alias for large-v3
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model_url = "large-v3"
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device = self.device
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