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