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