Hello. I am working on an automatic speech recognition project. But most of the models say that the maximum processing time is 30 seconds. If the original data is longer than 30 seconds, I would like to know how to handle it. For example, is there a way to handle it in code other than manually divid…

Isn’t this one close? [image] GitHub - bluesignum/Audio-SentenceSplit: With one whole audio and corresponding text, the... With one whole audio and corresponding text, the audio can be split line by line and saved with exact sentence using comparison with the data from Google Spee…

This might have something to do with it. [image] Whisper on long audio files -- support for chunking? 🤗Transformers The transformer library supports chunking (concatenation of multiple segments) for transcribing long audio files with Wav2Vec2, as described here: Making aut…

Thanks for pointing out a good way. But I was referring to the preprocessing of the dataset before fine-tuning. So I was wondering how to divide the data with text and audio into answer chunks, if possible.

Would it be a pre-processing thing? [image] Preprocessing an audio dataset - Hugging Face Audio Course We’re on a journey to advance and democratize artificial intelligence through open source and open science. [image] A Complete Guide to Audio Datase…

Thanks for the great resources. These are correct, but they are things I’ve referenced in the past. According to the tutorial, 30 seconds is the maximum. I can’t use the data after 30 seconds because it returns false. It says to discard anything over 30 seconds.

Would you simply split the file? [image] audio-splitter A CLI tool for splitting audio files into equally-sized chunks or based on periods of silence

That’s a nice package. So I guess the only way to divide text into chunks is to do it myself?

I think it would be best if there was an integrated dataset processing library, but if the current one doesn’t support it… Even though sound and text are bundled together, they are completely different information from the program’s point of view, so we need a program that ties the two together and…

Speech recognition processing max_length

Beginners

John6666 October 19, 2024, 12:18pm 2

This might have something to do with it.

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Speech recognition processing max_length

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