I am a postdoctoral researcher at the Institut de Recherche en Informatique de Toulouse (IRIT), within the Signals and Communications group, located in Toulouse, France. I work under the supervision of Cédric Févotte as part of the ERC-funded project FACTORY on content-based music recommendation.
- Audio, speech and music signal processing: sound source separation, music recommendation, acoustic scene analysis.
- Phase-aware signal processing: phase recovery, phase-aware probabilistic modelling.
- Machine learning applied to audio: nonnegative matrix factorization (NMF), statistical models for NMF, deep learning.
I graduated from the École des Ponts ParisTech (Champs-sur-Marne, France), and obtained the Master’s degree in Acoustics, Signal Processing, and Computer Science applied to Music from the Université Pierre et Marie Curie (Paris, France) in 2013. From October 2013 to December 2016, I was a Ph.D. student at Télécom ParisTech (Paris, France) within the Image, Data, Signal department, under the supervision of Roland Badeau and Bertrand David. From January 2017 to August 2019, I was a postdoctoral researcher at Tampere University (Tampere, Finland) within the Audio Research Group, under the supervision of Tuomas Virtanen.