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Investigate on a better GPU usage #6

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chainyo opened this issue Apr 2, 2023 · 3 comments · Fixed by #72
Closed

Investigate on a better GPU usage #6

chainyo opened this issue Apr 2, 2023 · 3 comments · Fixed by #72
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diarization Everything related to the diarization part enhancement New feature or request transcription Everything related to the transcription part

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@chainyo
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chainyo commented Apr 2, 2023

Check if it's possible to accelerate request batching on GPU with faster-whisper current implementation.

Some reads:
@chainyo chainyo added the enhancement New feature or request label Apr 2, 2023
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chainyo commented Apr 7, 2023

This is a bit stale for the moment. But I will check how to implement it into faster-whisper lib soon.

@aleksandr-smechov aleksandr-smechov mentioned this issue Apr 12, 2023
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chainyo commented May 10, 2023

I will see what's happening in this repo and see if I can improve our transcription code: https://github.com/m-bain/whisperX/blob/main/whisperx/asr.py

@chainyo chainyo added transcription Everything related to the transcription part diarization Everything related to the diarization part labels May 10, 2023
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Might be useful to consider: https://opennmt.net/CTranslate2/parallel.html?highlight=async

@chainyo chainyo linked a pull request Jun 1, 2023 that will close this issue
Investigate on a better gpu usage #72
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diarization Everything related to the diarization part enhancement New feature or request transcription Everything related to the transcription part
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Investigate on a better gpu usage Wordcab/wordcab-transcribe
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@aleksandr-smechov @chainyo