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add code for parallel preprocessing #270

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@mboyanov mboyanov commented Sep 5, 2024

✨ Description

I am working towards applying this model on a custom dataset and the preprocessing was rather slow. I noticed that there was no multiprocessing during the extraction of the acoustic features, so I added it in.

🚧 Related Issues

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👨‍💻 Changes Proposed

  • use ProcessPoolExecutor when calculating acoustic features
  • ...

🧑‍🤝‍🧑 Who Can Review?

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🛠 TODO

  • task1
  • ...

✅ Checklist

  • Code has been reviewed
  • Code complies with the project's code standards and best practices
  • Code has passed all tests
  • Code does not affect the normal use of existing features
  • Code has been commented properly
  • Documentation has been updated (if applicable)
  • Demo/checkpoint has been attached (if applicable)

@mboyanov
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Hey @Adorable-Qin I reformatted the code using the black tool. Could you take another look?

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