Uploaded July 2021 | Updated September 2026, 3 weeks ago

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Learn how to train a deep learning (CNN) sound classifier built with Pytorch and torchaudio on the UrbanSound dataset. We train the model on the Urban Sound 8K dataset.

Code:
github.com/musikalkemist/pytorchforaudio/tree/main/09%20Training%20urban%20sound%20classifier

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Content:
0:00 Intro
0:39 Adapting the train script for urban sound classification
6:27 Summary of training steps
7:20 Running the train script
8:09 What's up next?