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 | 356 | 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 | 310 | 2019 |
The MUSDB18 corpus for music separation Z Rafii, A Liutkus, FR Stöter, SI Mimilakis, R Bittner Dec, 2017 | 300 | 2017 |
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), 5552, 2014 | 287 | 2014 |
The 2018 signal separation evaluation campaign FR Stöter, A Liutkus, N Ito Latent Variable Analysis and Signal Separation: 14th International …, 2018 | 274 | 2018 |
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 | 268 | 2015 |
The 2016 signal separation evaluation campaign A Liutkus, FR Stöter, Z Rafii, D Kitamura, B Rivet, N Ito, N Ono, ... Latent Variable Analysis and Signal Separation: 13th International …, 2017 | 244 | 2017 |
Sliced-Wasserstein flows: Nonparametric generative modeling via optimal transport and diffusions A Liutkus, U Şimşekli, S Majewski, A Durmus, FR Stöter International Conference on Machine Learning, 4104--4113, 2019 | 142 | 2019 |
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 | 142 | 2014 |
Musical source separation: An introduction E Cano, D FitzGerald, A Liutkus, MD Plumbley, FR Stöter IEEE Signal Processing Magazine 36 (1), 31-40, 2018 | 135 | 2018 |
Gaussian processes for underdetermined source separation A Liutkus, R Badeau, G Richard Signal Processing, IEEE Transactions on 59 (7), 3155-3167, 2011 | 129 | 2011 |
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 | 128 | 2018 |
Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014 | 126 | 2014 |
Audio source separation S Makino Springer, 2018 | 124 | 2018 |
Generalized Wiener filtering with fractional power spectrograms A Liutkus, R Badeau 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 123 | 2015 |
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 | 118 | 2015 |
Informed source separation through spectrogram coding and data embedding A Liutkus, J Pinel, R Badeau, L Girin, G Richard Signal Processing, 2011 | 115 | 2011 |
ADAPTIVE FILTERING FOR MUSIC/VOICE SEPARATION EXPLOITING THE REPEATING MUSICAL STRUCTURE A Liutkus, Z Rafii, R Badeau, B Pardo, G Richard | 103* | |
Multichannel music separation with deep neural networks AA Nugraha, A Liutkus, E Vincent 2016 24th European Signal Processing Conference (EUSIPCO), 1748-1752, 2016 | 97 | 2016 |
Cauchy nonnegative matrix factorization A Liutkus, D Fitzgerald, R Badeau 2015 IEEE Workshop on Applications of Signal Processing to Audio and …, 2015 | 86 | 2015 |