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Jeronymous avatar Jeronymous commented on June 10, 2024

Is what I am looking for possible?

Having a set of hypothesis for the words makes sense.
But having timestamps for all the alternatives is not really possible.
Also the confidence score should be different for all alternatives.

And this is more a request for openai-whisper, not whisper-timestamped.

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abarcovschi avatar abarcovschi commented on June 10, 2024

I would be happy with having multiple hypotheses for the words, and using the timestamp of the top candidate. Also I don't need the confidence scores for my voting algorithm that I am implementing.

Do you think you could at least provide as output N hypotheses in full, instead of word-by-word N hypotheses? Or is this also an openai-whisper request? I just don't know how I would then proceed to extract timestamps for each word in each full hypothesis.

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abarcovschi avatar abarcovschi commented on June 10, 2024

I managed to modify the openai-whisper transcribe.py and decoding.py files to return multiple hypotheses to whisper-timestamped transcribe.py. From there, I was able to extract word-level time alignments for each hypotheses by modifying some of the code. I can provide more details if anyone needs to extract word-level time alignments for multiple hypotheses.

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