Uploaded May 2021 | Updated September 2026, 2 weeks ago

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In this video I present “PyTorch for Audio + Music Processing”. In this course, you’ll learn to build models with the Python Deep Learning library PyTorch, and to use its audio processing library torchaudio to extract audio features taking advantage of GPU acceleration.

Slides:
github.com/musikalkemist/pytorchforaudio/blob/main/01%20Course%20overview/PyTorch%20for%20Audio%20and%20Music%20Processing.pdf

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Content:
0:00 Intro
0:31 PyTorch + Torchaudio
2:01 Why learn PyTorch?
3:54 What you'll learn
5:12 Teaching approach
6:03 Urban Sound Classification
7:35 Course prerequisites
8:46 Getting course material
8:57 Who's this course for?
9:47 Join The Sound of AI Slack Community
10:12 What next?