Dylan Sechet

CS PhD Student • LISN, Université Paris-Saclay

Dylan Sechet profile photo

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

Publications

Revisiting CHAMPAGNE: Sparse Bayesian Learning as Reweighted Sparse Coding

Dylan Sechet, Matthieu Kowalski, Samy Mokhtari, Bruno Torresani

International Conference on Sampling Theory and Applications (SampTA), 2025

A Hierarchical Deep Learning Approach for Minority Instrument Detection

Dylan Sechet, Francesca Bugiotti, Matthieu Kowalski, Edouard d'Hérouville, Filip Langiewicz

International Conference on Digital Audio Effects (DAFx), 2024