Simulation-Based Inference for Plate Reverb System Identification
International Conference on Digital Audio Effects (DAFx), 2026
Hi! I am a PhD student working in the A&O team at LISN, under the supervision of Matthieu Kowalski and Marc Evrard. Previously, I was working as a research engineer on M/EEG inverse problems.
I received my Master's degree from CentraleSupélec.
Research
My work focuses on building lightweight and explainable neural network for music source separation. I'm exploring topics such as unrolling, time-frequency decompositions and matrix factorization of audio signals.
News
- 08/26: I will be at DAFx26 in Boston to present my submission to the DAFx parameter estimation challenge.
- 10/25: I have started a PhD at LISN. I will be working with Matthieu Kowalski and Marc Evrard on music source separation.
- 03/25: My paper on Sparse Bayesian Learning has been accepted at SampTA 2025 in Vienna.
- 09/24: I was in Guildford to present my work on Hierarchical Models for instrument tagging at DAFx24.
- 08/24: I've just started work at LISN as a research engineer. I will be building a toolbox for inverse problems in M/EEG.
Publications
