Teaching

I'm involved in the following teaching programs

Télécom-Paris

1A level

SI-101 "Outils et applications pour le signal, les images et le son" (with Olivier Fercocq)
Projet d’apprentissage collaboratif thématique (PACT)

2A level

TSIA-203 "Introduction to Deep Learning" (with Attilio Fiandrotti)
in TSIA-206 "Analyse des signaux de musique et de parole" / Lecture on "Deep learning for audio"
in SD-TSIA-214 "Machine Learning for Text Mining" / Lecture on "RNN"
in SD-TSIA-210 "Machine Lecture"/ Lecture on "Neural Networks and Introduction to Deep Learning"
in TPT40 "Practice of Large Scale Machine Learning" (lectures and labs on MLP and RNN)

3A level

IA-306 "Deep Learning I" (with Alasdair Newson)
in MN915 "Joint Project" (lectures and labs on MLP and RNN)

Master-2 level: ATIAM program

in TSM lectures on "Structure estimation" and "Multipitch extimation"

Certificat d'Etudes Spécialisées

CES Data Scientist FL9BD01

FL9BD01-06 "Techniques avancées pour l'apprentissage: noyaux et deep learning"

CES IA FL9BD03

FL9BD03-04 "Deep Learning (with VAE, GAN)"
FL9BD03-08 "Audio"

Master Spécialisés

MS Big data

MDI-341, MDI-343, MDI-724, MDI-732 (lectures and labs on MLP and RNN)
Projets "Fil Rouge"

MS IA

IA-306 "Deep Learning I" (with Alasdair Newson)