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.
Interests
Deep learning based signal processing, source separation, audio synthesis, neuroscience, non convex optimization
Latest Publications
Interspeech - October 25, 2020
Real Time Speech Enhancement in the Waveform Domain
Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
NIPS 2018 - October 26, 2018
SING: Symbol-to-Instrument Neural Generator
Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Leon Bottou, Francis Bach