daanelson / whisper-train-preprocessor

Dataset Preprocessing code for Whisper Fine-Tuning

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Total runs: 33
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Model's Last Updated: July 12 2023

Introduction of whisper-train-preprocessor

Model Details of whisper-train-preprocessor

Readme

This runs preprocessing code to generate a dataset you can use to fine-tune Whisper. Specifically, it takes as input either:

  • two tarballs - one of audio files and one of text files. The transcription for a given audio file should have the same base name - i.e audio1.mp3 corresponds to audio1.txt.

OR

  • A jsonl file (named <some_file.txt>, which contains lines like so:
...
{"audio": <URL of audio file>, "sentence": <URL of transcription>}
{"audio": <URL of audio file>, "sentence": <URL of transcription>}
...

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Run time and cost

This model runs on Nvidia T4 GPU hardware . We don't yet have enough runs of this model to provide performance information.

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whisper-train-preprocessor replicate.com

whisper-train-preprocessor replicate.com is an AI model on replicate.com that provides whisper-train-preprocessor's model effect (Dataset Preprocessing code for Whisper Fine-Tuning), which can be used instantly with this daanelson whisper-train-preprocessor model. replicate.com supports a free trial of the whisper-train-preprocessor model, and also provides paid use of the whisper-train-preprocessor. Support call whisper-train-preprocessor model through api, including Node.js, Python, http.

whisper-train-preprocessor replicate.com Url

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whisper-train-preprocessor install

whisper-train-preprocessor is an open source model from GitHub that offers a free installation service, and any user can find whisper-train-preprocessor on GitHub to install. At the same time, replicate.com provides the effect of whisper-train-preprocessor install, users can directly use whisper-train-preprocessor installed effect in replicate.com for debugging and trial. It also supports api for free installation.

whisper-train-preprocessor install url in replicate.com:

https://replicate.com/daanelson/whisper-train-preprocessor

whisper-train-preprocessor install url in github:

https://github.com/daanelson/cog-trainable-whisper

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