| 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 | 224 | 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 | 192 | 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 | 158 | 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 | 131 | 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 | 117 | 2014 |
| Informed source separation through spectrogram coding and data embedding A Liutkus, J Pinel, R Badeau, L Girin, G Richard Signal Processing, 2011 | 104 | 2011 |
| The 2018 signal separation evaluation campaign FR Stöter, A Liutkus, N Ito International Conference on Latent Variable Analysis and Signal Separation …, 2018 | 101 | 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 | 98 | 2015 |
| Generalized Wiener filtering with fractional power spectrograms A Liutkus, R Badeau 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 98 | 2015 |
| Gaussian processes for underdetermined source separation A Liutkus, R Badeau, G Richard Signal Processing, IEEE Transactions on 59 (7), 3155-3167, 2011 | 97 | 2011 |
| MUSDB18-a corpus for music separation Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner | 92 | 2017 |
| ADAPTIVE FILTERING FOR MUSIC/VOICE SEPARATION EXPLOITING THE REPEATING MUSICAL STRUCTURE A Liutkus, Z Rafii, R Badeau, B Pardo, G Richard | 92* | |
| Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014 | 77 | 2014 |
| 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 | 75 | 2019 |
| 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 | 75 | 2011 |
| Multichannel music separation with deep neural networks AA Nugraha, A Liutkus, E Vincent 2016 24th European Signal Processing Conference (EUSIPCO), 1748-1752, 2016 | 68 | 2016 |
| 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 | 60 | 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 |
| Audio source separation S Makino Springer, 2018 | 52 | 2018 |
Roland BadeauAssociate Professor of Signal Processing, Telecom ParisTechAdresse e-mail validée de telecom-paristech.fr
