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generating manifest file for training titanet-large #12853

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ukemamaster opened this issue Apr 2, 2025 · 1 comment
Open

generating manifest file for training titanet-large #12853

ukemamaster opened this issue Apr 2, 2025 · 1 comment

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@ukemamaster
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ukemamaster commented Apr 2, 2025

Hi,
I am trying to train the titanet-large model with a huge dataset (10M+ samples) and it is taking more than 20 hours (still running) to generate the manifest.json file for trainig data. i run:
python NeMo/scripts/speaker_tasks/filelist_to_manifest.py --filelist path/to/train.txt --id -2 --out path/to/manifest.json --split
Is there any possibility to make it faster? or to skip this step and be able to train the model with the files list .txt?

@ukemamaster
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Increasing the max_workers in lines = process_map(get_duration, lines, chunksize=100, max_workers=128) solved the problem.

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