Antoine Liutkus

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Roland BadeauAssociate Professor of Signal Processing, Telecom ParisTechVerified email at telecom-paristech.fr
Gaël RichardProfessor, Télécom Paris, Institut polytechnique de ParisVerified email at telecom-paris.fr
Laurent DaudetProfessor of physics, Paris Diderot University / CTO at LightOn.ioVerified email at espci.fr
Zafar RafiiGracenoteVerified email at nielsen.com
Fabian-Robert Stöteraudioshake.aiVerified email at audioshake.ai
Derry fitzgeraldChief Technical Officer, AudioSourceRE dac., Rubicon Centre, Bishopstown, Cork, IrelandVerified email at audiosourcere.com
Bryan PardoComputer Science, Northwestern UniversityVerified email at northwestern.edu
Emmanuel VincentSenior Research Scientist, InriaVerified email at inria.fr
Girin LaurentProfesseur, Grenoble-INPVerified email at grenoble-inp.fr
Sylvain GiganProfessor, Sorbonne Université / Lab. Kastler-Brossel / CNRS / Ecole Normale Supérieure / LightOn.aiVerified email at lkb.ens.fr
David MartinaVerified email at espci.fr
Ori KatzHebrew University of JerusalemVerified email at mail.huji.ac.il
Umut SimsekliINRIA - École Normale SupérieureVerified email at inria.fr
Aditya Arie NugrahaRIKENVerified email at postman.riken.jp
Nobutaka ItoUniversity of Tokyo, JapanVerified email at k.u-tokyo.ac.jp
Gilles CHARDONCentraleSupélecVerified email at m4x.org
Geoffroy LeroseyResearch Scientist, Institut Langevin, ESPCI ParisTech and CNRSVerified email at espci.fr
Sébastien M. PopoffResearch Fellow, Institut Langevin, CNRS - ESPCIVerified email at espci.fr
Igor CarronLightOn.ai / Nuit BlancheVerified email at lighton.io
Alexey OzerovSenior Scientist, InterDigitalVerified email at interdigital.com

Antoine Liutkus

Inria, France

Verified email at inria.fr - Homepage

signal processing source separation audio machine learning


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Multichannel audio source separation with deep neural networks AA Nugraha, A Liutkus, E Vincent IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (9), 1652 …, 2016	259	2016
Imaging with nature: Compressive imaging using a multiply scattering medium A Liutkus, D Martina, S Popoff, G Chardon, O Katz, G Lerosey, S Gigan, ... Scientific reports 4 (1), 1-7, 2014	209	2014
The 2016 signal separation evaluation campaign A Liutkus, FR Stöter, Z Rafii, D Kitamura, B Rivet, N Ito, N Ono, ... International conference on latent variable analysis and signal separation …, 2017	178	2017
Reference-less measurement of the transmission matrix of a highly scattering material using a DMD and phase retrieval techniques A Drémeau, A Liutkus, D Martina, O Katz, C Schülke, F Krzakala, S Gigan, ... Optics express 23 (9), 11898-11911, 2015	151	2015
The 2018 signal separation evaluation campaign FR Stöter, A Liutkus, N Ito International Conference on Latent Variable Analysis and Signal Separation …, 2018	135	2018
Kernel additive models for source separation A Liutkus, D Fitzgerald, Z Rafii, B Pardo, L Daudet IEEE Transactions on Signal Processing 62 (16), 4298-4310, 2014	124	2014
MUSDB18-a corpus for music separation Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner	117	2017
Open-unmix-a reference implementation for music source separation FR Stöter, S Uhlich, A Liutkus, Y Mitsufuji Journal of Open Source Software 4 (41), 1667, 2019	110	2019
Informed source separation through spectrogram coding and data embedding A Liutkus, J Pinel, R Badeau, L Girin, G Richard Signal Processing, 2011	107	2011
Generalized Wiener filtering with fractional power spectrograms A Liutkus, R Badeau 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015	104	2015
Gaussian processes for underdetermined source separation A Liutkus, R Badeau, G Richard Signal Processing, IEEE Transactions on 59 (7), 3155-3167, 2011	104	2011
The 2015 Signal Separation Evaluation Campaign N Ono, Z Rafii, D Kitamura, N Ito, A Liutkus Latent Variable Analysis and Signal Separation: 12th International …, 2015	102	2015
ADAPTIVE FILTERING FOR MUSIC/VOICE SEPARATION EXPLOITING THE REPEATING MUSICAL STRUCTURE A Liutkus, Z Rafii, R Badeau, B Pardo, G Richard	98*
Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014	86	2014
Informed source separation: source coding meets source separation A Ozerov, A Liutkus, R Badeau, G Richard Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011 IEEE …, 2011	77	2011
Multichannel music separation with deep neural networks AA Nugraha, A Liutkus, E Vincent 2016 24th European Signal Processing Conference (EUSIPCO), 1748-1752, 2016	70	2016
Cauchy nonnegative matrix factorization A Liutkus, D Fitzgerald, R Badeau 2015 IEEE Workshop on Applications of Signal Processing to Audio and …, 2015	69	2015
An overview of informed audio source separation A Liutkus, JL Durrieu, L Daudet, G Richard 2013 14th International Workshop on Image Analysis for Multimedia …, 2013	65	2013
An overview of lead and accompaniment separation in music Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, D FitzGerald, B Pardo IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (8), 1307 …, 2018	61	2018
Audio source separation S Makino Springer, 2018	60	2018

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