Custom Audio PyTorch Dataset with Torchaudio

Custom Audio PyTorch Dataset with Torchaudio

Valerio Velardo - The Sound of AI via YouTube Direct link

Implementing __getitem__ - part 2

11 of 16

11 of 16

Implementing __getitem__ - part 2

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Classroom Contents

Custom Audio PyTorch Dataset with Torchaudio

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  1. 1 Intro
  2. 2 Urban Sound 8K Dataset webpage
  3. 3 PyTorch Dataset and DataLoader classes
  4. 4 UrbanSoundDataset class
  5. 5 Implementing the constructor - part 1
  6. 6 Content of Urban Sound 8K
  7. 7 Implementing the constructor - part 2
  8. 8 Implementing __len__
  9. 9 Implementing __getitem__ - part 1
  10. 10 Torchaudio backend I/O
  11. 11 Implementing __getitem__ - part 2
  12. 12 Getting audio sample path
  13. 13 Getting label
  14. 14 UrbanSoundDataset class recap
  15. 15 Running UrbanSoundDataset
  16. 16 Coming up next

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