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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

[List the issue numbers related to this PR]

👨‍💻 Changes Proposed

  • use ProcessPoolExecutor when calculating acoustic features
  • ...

🧑‍🤝‍🧑 Who Can Review?

[Please use the '@' symbol to mention any community member who is free to review the PR once the tests have passed. Feel free to tag members or contributors who might be interested in your PR.]

🛠 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)

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