I have been a Research Scientist at FAIR Paris since October 2020.
Before that, I completed my PhD between FAIR and INRIA in Paris under the supervision of Léon Bottou, Nicolas Usunier, and Francis Bach. I work mostly on deep learning based signal processing, with applications to source separation or the analysis of brain activity data. I also enjoy working on theoretical aspects of machine learning, and in particular non convex optimization.
Deep learning based signal processing, source separation, audio synthesis, neuroscience, non convex optimization
Interspeech - October 25, 2020
Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
NIPS 2018 - October 26, 2018
Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Leon Bottou, Francis Bach