Deep neural networks for music

teaching materials

Basics


  • We start introducing the basic building blocks of modern deep neural networks. After introducing the basic architectures, we discuss how these have been used for music & audio throughout the years.

Architectures

 

Classification



 

Source Separation



 

Synthesis: Upsampling Artifacts



This website is a collection of educational material I prepared throughout the years.
Author: Jordi Pons. Last update: April 2020. This work is licensed under the CC BY 4.0 license.