Скачать с ютуб Custom Audio PyTorch Dataset with Torchaudio в хорошем качестве

Custom Audio PyTorch Dataset with Torchaudio

In the video, you can learn how to create a custom audio dataset with PyTorch loading audio files with the torchaudio. As a use case, we'll be using the UrbanSound8K dataset. In the process, you’ll also learn basic I/O functions in torchaudio. Code: https://github.com/musikalkemist/pyto... UrbanSound8K dataset webpage: https://urbansounddataset.weebly.com/... Torchaudio backend documentation: https://pytorch.org/audio/stable/back... =============================== Interested in hiring me as a consultant/freelancer? https://valeriovelardo.com/ Join The Sound Of AI Slack community: https://valeriovelardo.com/the-sound-... Connect with Valerio on Linkedin:   / valeriovelardo   Follow Valerio on Facebook:   / thesoundofai   Follow Valerio on Twitter:   / musikalkemist​   =============================== Content: 0:00 Intro 0:21 Urban Sound 8K Dataset webpage 1:14 PyTorch Dataset and DataLoader classes 2:02 UrbanSoundDataset class 4:35 Implementing the constructor - part 1 5:24 Content of Urban Sound 8K 7:33 Implementing the constructor - part 2 8:53 Implementing _len_ 9:19 Implementing _getitem_ - part 1 11:28 Torchaudio backend I/O 12:34 Implementing _getitem_ - part 2 13:20 Getting audio sample path 17:06 Getting label 17:49 UrbanSoundDataset class recap 18:26 Running UrbanSoundDataset 21:53 Coming up next