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[FEATURE REQUEST] Audio Splitting more accurately with an llm #431

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GoudaCouda opened this issue Nov 29, 2024 · 3 comments
Closed

[FEATURE REQUEST] Audio Splitting more accurately with an llm #431

GoudaCouda opened this issue Nov 29, 2024 · 3 comments

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@GoudaCouda
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Would it be possible to implement an llm(even a very small one) to help split the audio files. I think with the transcriptions maybe we can feed it a prompt to determine normal stopping, breath, and change of sentences to aid in the splitting of audio samples. I think implementing a weighting system with this and the standard process could make for some more efficient samples.

@erew123
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erew123 commented Nov 29, 2024

Audio splitting in what? Finetuning? If so, someone else is doing work on that at the moment #419

@GoudaCouda
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Yea on the fine tuning

@erew123
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erew123 commented Nov 29, 2024

Ok, well it currently uses Whisper, which is a LLM in effect https://github.com/openai/whisper?tab=readme-ov-file#whisper and also Silero https://github.com/snakers4/silero-vad?tab=readme-ov-file#silero-vad and someone else is looking at other ways of splitting. I hope that answers the question?

Thanks

@erew123 erew123 closed this as completed Nov 29, 2024
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