TEACHING

A selection of pedagogical materials I have (co-)created.

Teaching resources

Tutorials

A tutorial on Audiovisual Music Processing - presented at ISMIR 2019
A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysis - presented at ICME 2014
A tutorial on Conditional Random Fields with applications to music analysis - presented at ISMIR 2013

Class materials

The following are mostly in French.

Python, Numpy, Scipy tutorial notebooks
SI227 - Etudes de cas en signal
SI393 - ATHENS week: Multimedia Indexing and Retrieval
PESTO Web - Machine learning
MDI343 - Apprentissage statistique et fouille de données
MDI224 - Méthodes d’optimisation continue et applications
Cours indexation audio, M2 ENIT-Paris V
Cours codage audio, INT