Deep Learning 101 for Audio-based MIR

Geoffroy Peeters, Gabriel Meseguer-Brocal, Alain Riou, Stefan Lattner

version: 1.0.0

This is a web book written for a tutorial session of the 25th International Society for Music Information Retrieval Conference, Nov 10-14, 2024 in San Francisco, CA, USA. The ISMIR conference is the world’s leading research forum on processing, searching, organising and accessing music-related data.

Citing this book

@book{deeplearning-101-audiomir:book,
	author = {Peeters, Geoffroy and Meseguer-Brocal, Gabriel and Riou, Alain and Lattner, Stefan},
	title = {Deep Learning 101 for Audio-based MIR, ISMIR 2024 Tutorial},
	url = {https://geoffroypeeters.github.io/deeplearning-101-audiomir_book},
	address = {San Francisco, USA},
	year = {2024},
	month = November,
	doi = {10.5281/zenodo.14049461},
}