Batch Preprocess Audio Datasets in 1 Command

Batch Preprocess Audio Datasets in 1 Command

Valerio Velardo - The Sound of AI via YouTube Direct link

Intro

1 of 17

1 of 17

Intro

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Classroom Contents

Batch Preprocess Audio Datasets in 1 Command

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  1. 1 Intro
  2. 2 What does praudio do?
  3. 3 Librosa as processing backend
  4. 4 Codebase structure
  5. 5 IO facilities and Signal object
  6. 6 Transforms design
  7. 7 Transforms chain implementation
  8. 8 What do preprocessors do?
  9. 9 FilePreprocessor implementation
  10. 10 BatchFilePreprocessor design
  11. 11 Creation of praudio objects
  12. 12 Installing praudio PyPi and GitHub
  13. 13 Two ways to use praudio
  14. 14 Understanding preprocessing configurations
  15. 15 The preprocess script
  16. 16 Running preprocess + results
  17. 17 Limitations and future improvements

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