PEOPLE

Ongoing

PhD Students

Yasser Benigmim

deep learning
computer vision, semantic segmentation, foundation models

Clémentine Berger

deep learning,
signal processing

Elio Gruttadauria

speech processing,
representation learning, speaker diarization, speech separation, online inference

Antonin Gagneré

deep learning, representation learning, MIR
self-supervised learning

Victor Letzelter

Bayesian methods, representation learning, machine learning
spatio-temporal audio scene analysis

Hugo Malard

deep learning, representation learning, multimodal processing
foundation models, LLM, CLIP, CLAP

Thomas Serre

speech processing, denoising
personalised speech enhancement

Aurian Quélennec

representation learning, deep learning, MIR,

Postdocs

Théo Mariotte

deep learning, machine listening, speech processing
speech separation, speaker diarization

Michel Olvera

deep learning, machine listening
DCASE

Research Engineers

Pierre Chouteau

deep learning, machine listening
signal processing

Joris Cosentino

source separation, speech processing, deep learning,

Maxime Coutant

real-time processing, embedded, audio software

Quoc Duong Nguyen

deep learning, machine listening
audio software

Paraskevas Stamatiadis

speech processing,

Alumni

Former PhD Students

Valentin Barrière   2015-2018

Now Assistant Professor with Université du Chili

Thesis: Analyse d'opinion dans les interactions orales

Victor Bisot   09/2014-11/2018

Now Research engineer

Thesis: Apprentissage de représentations pour l’analyse de scènes sonores

Morgan Buisson   2021-2024

Thesis: Deep Learning Methods for Music Structure Analysis: Addressing Data Scarcity and Ambiguity

Anne-Claire Conneau   2012-2015

Thesis: Reconnaissance automatique de l'émotion à partir de signaux EEG

Giorgia Cantisani   2018-2021

Now Postdoc with Laboratoire des Systèmes Perceptifs, ENS

Thesis: Neuro-steered music source separation

Rémi Foucard   2009-2013

Now Musician with Various stages/studios

Thesis: Fusion multi-niveaux par boosting pour le tagging automatique

Magdalena Fuentes   11/2016-11/2019

Now Assistant Professor with New York University

Thesis: Multi-scale computational rhythm analysis : a framework for sections, downbeats, beats, and microtiming

Nicolas Furnon   2018-2021

Now Research Engineer with Advanced Bionics

Thesis: DNN-based speech enhancement in ad-hoc microphone arrays

Alexandre Garcia   2016-2019

Now CPGE Professor with Lycée Chaptal

Thesis: Prédiction de modèles structurés d'opinion : aspects théoriques et méthodologiques

Sébastien Gulluni   03/2008-03/2011

Now Professional Composer / Sound designer / Music technology teacher

Thesis: Un système interactif pour l’analyse des musiques électroacoustiques

Ayoub Hajlaoui   2015-2018

Thesis: Reconnaissance d'émotion et synchronisation d'activité cérébrale entre individus

Kah Jun Hong   2015-2018

Thesis: An audio classification system for detecting pulmonary edema

Cyril Joder   2007-2011

Now Patent examiner with European Patent Office

Thesis: Alignement temporel musique-sur-partition par modèles graphiques discriminatifs

Aymeric Masurelle   11/2011 - 10/2015

Now Co-Founder & Artifical Creature Artisan with SPooN

Thesis: Reconnaissance automatique d’actions et de pas de danse issus de scènes multimodales

Sanjeel Parekh   2016-2019

Now Research scientist with Meta Reality Labs Research

Thesis: Learning representations for robust audio-visual scene analysis

David Perera   2021-2025

Thesis: Ambiguity and Invariance in Machine Listening

Félicien Vallet   09/2007-09/2011

Now Privacy Technologist with CNIL

Thesis: Structuration automatique de talk shows télévisés

Salah Zaiem   2020-2024

Now Research Scientist with Google DeepMind

Thesis: Informed Speech Self-supervised Representation Learning

Former Postdocs

Dogac Basaran   10/2016-01/2018

Now Audio Machine Learning Scientist with Apple Music

classification, deep learning, machine learning, MIR, music transcription

Atef Ben Youssef   09/2016-12/2018

Now Head of R&D with LUDO-VIC

deep learning, human centered signal processing, machine learning, multimodal processing, speech processing

Cécilia Damon   05/2012-10/2013

Now Research engineer/Project manager with IRSN Institute, D3NSI/SVDDA Team

data decomposition, EEG, machine learning, multimodal processing, signal models, source separation

Alfred Dielmann   2010-2011

Now Senior Research Scientist with Cerence

machine learning, multimodal processing, speech processing

Angélique Drémeau   2011-2013

Now Assistant professor with ENSTA Bretagne & Lab-STICC (UMR CNRS 6285)

Bayesian methods, sparse representations

Davide Andrea Mauro   01/2013-12/2013

Now Assistant Professor with Marshall University (USA)

signal transformation

Jair Montoya Martinez   2015-2017

Now Research Scientist with Flemish institute for technological research

classification, data decomposition, EEG, machine learning, signal models, source separation

Alexey Ozerov   02/2008-07/2009

Now AI Research Lead with Ava

audio scene analysis, Bayesian methods, classification, machine listening, source separation

Romain Serizel   2014-2016

Now Associate Professor with Université de Lorraine/Loria

audio scene analysis, classification, machine listening, speech processing

Liying Wei   -

Now Lecturer with ZHEJIANG SCI-TECH UNIVERSITY

audio scene analysis, classification

Former Research Engineers

François Rigaud   2010-2013

Now Research engineer with Deezer Recommendation Team

deep learning, denoising, MIR, music transcription, signal models, source separation