Publications

Underdetermined Reverberant Blind Source Separation: Sparse Approaches for Multiplicative and Convolutive Narrowband Approximation

Estimation with Low-Rank Time-Frequency Synthesis Models

Water Residence Time Estimation by 1D Deconvolution in the Form of a l 2 -Regularized Inverse Problem With Smoothness, Positivity and Causality Constraints

Hybrid Projective Nonnegative Matrix Factorization with Drum Dictionaries for Harmonic/Percussive Source Separation

Revisiting Sparse ICA from a Synthesis Point of View: Blind Source Separation for Over and Underdetermined Mixture

Convex Optimization approach to signals with fast varying instantaneous frequency

Proximal Algorithm Meets a Conjugate descent

Toward a numerical deshaker for PFS

Adapted and adaptive linear time-frequency representations: a synthesis point of view

Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators

Drum extraction in single channel audio signals using multi-layer non negative matrix factor deconvolution

Sparsity and low-rank amplitude based blind Source Separation

Genre specific dictionaries for harmonic/percussive source separation

Social-sparsity brain decoders: faster spatial sparsity

Méthode Structurée de décomposition en matrices non- négatives appliquéè a la séparation de sources audio

Vers une approche unifiée pour la séparation aveugle de sources en sur et sous-déterminé, basée sur la parcimonie et la décorrélation

A structured nonnegative matrix factorization for source separation

An Unified Approach for Blind Source Separation Using Sparsity and Decorrelation

Inverse Problems with Time-frequency Dictionaries and non-white Gaussian Noise

Hybrid sparse and low-rank time-frequency signal decomposition

Sparse Wars

Approximation des signaux: approches variationnelles et modèles aléatoires