Antoine Liutkus

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	All	Since 2016
Citations	2888	2424
h-index	29	26
i10-index	50	45

580

290

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435

201220132014201520162017201820192020202170 91 96 185 265 456 569 548 563 12

Co-authors

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 StöterINRIA, LIRMM, MontpellierVerified email at inria.fr
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 gipsa-lab.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
Aditya Arie NugrahaRIKENVerified email at postman.riken.jp
Umut SimsekliINRIA - École Normale SupérieureVerified email at inria.fr
Nobutaka ItoSenior Research Scientist, NTT, JapanVerified email at ieee.org
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	217	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	190	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	156	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	127	2015
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	113	2014
Informed source separation through spectrogram coding and data embedding A Liutkus, J Pinel, R Badeau, L Girin, G Richard Signal Processing, 2011	103	2011
The 2018 signal separation evaluation campaign FR Stöter, A Liutkus, N Ito International Conference on Latent Variable Analysis and Signal Separation …, 2018	98	2018
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	97	2015
Generalized Wiener filtering with fractional power spectrograms A Liutkus, R Badeau 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015	97	2015
Gaussian processes for underdetermined source separation A Liutkus, R Badeau, G Richard Signal Processing, IEEE Transactions on 59 (7), 3155-3167, 2011	94	2011
ADAPTIVE FILTERING FOR MUSIC/VOICE SEPARATION EXPLOITING THE REPEATING MUSICAL STRUCTURE A Liutkus, Z Rafii, R Badeau, B Pardo, G Richard	92*
MUSDB18-a corpus for music separation Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner	87	2017
Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014	74	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	74	2011
Multichannel music separation with deep neural networks AA Nugraha, A Liutkus, E Vincent 2016 24th European Signal Processing Conference (EUSIPCO), 1748-1752, 2016	67	2016
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	66	2019
Cauchy nonnegative matrix factorization A Liutkus, D Fitzgerald, R Badeau 2015 IEEE Workshop on Applications of Signal Processing to Audio and …, 2015	65	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	59	2013
Scalable audio separation with light kernel additive modelling A Liutkus, D Fitzgerald, Z Rafii 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015	53	2015
Coding-based informed source separation: Nonnegative tensor factorization approach A Ozerov, A Liutkus, R Badeau, G Richard IEEE Transactions on Audio, Speech, and Language Processing 21 (8), 1699-1712, 2013	50	2013

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