| Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation A Ozerov, C Févotte IEEE transactions on audio, speech, and language processing 18 (3), 550-563, 2009 | 789 | 2009 |
| A consolidated perspective on multimicrophone speech enhancement and source separation S Gannot, E Vincent, S Markovich-Golan, A Ozerov IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (4), 692-730, 2017 | 613 | 2017 |
| A general flexible framework for the handling of prior information in audio source separation A Ozerov, E Vincent, F Bimbot IEEE Transactions on audio, speech, and language processing 20 (4), 1118-1133, 2011 | 358 | 2011 |
| Multi-source TDOA estimation in reverberant audio using angular spectra and clustering C Blandin, A Ozerov, E Vincent Signal Processing 92 (8), 1950-1960, 2012 | 260 | 2012 |
| Adaptation of Bayesian models for single-channel source separation and its application to voice/music separation in popular songs A Ozerov, P Philippe, F Bimbot, R Gribonval IEEE Transactions on Audio, Speech, and Language Processing 15 (5), 1564-1578, 2007 | 249 | 2007 |
| The signal separation evaluation campaign (2007–2010): Achievements and remaining challenges E Vincent, S Araki, F Theis, G Nolte, P Bofill, H Sawada, A Ozerov, ... Signal Processing 92 (8), 1928-1936, 2012 | 227 | 2012 |
| The 2010 signal separation evaluation campaign (SiSEC2010): audio source separation S Araki, A Ozerov, V Gowreesunker, H Sawada, F Theis, G Nolte, D Lutter, ... Latent Variable Analysis and Signal Separation, 114-122, 2010 | 191 | 2010 |
| Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation A Ozerov, C Févotte, R Blouet, JL Durrieu 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 144 | 2011 |
| Factorial scaled hidden Markov model for polyphonic audio representation and source separation A Ozerov, C Févotte, M Charbit 2009 IEEE Workshop on Applications of Signal Processing to Audio and …, 2009 | 130 | 2009 |
| Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation S Arberet, A Ozerov, NQK Duong, E Vincent, R Gribonval, F Bimbot, ... 10th International Conference on Information Science, Signal Processing and …, 2010 | 110 | 2010 |
| Audio style transfer E Grinstein, NQK Duong, A Ozerov, P Pérez 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 100 | 2018 |
| One microphone singing voice separation using source-adapted models A Ozerov, P Philippe, R Gribonval, F Bimbot IEEE Workshop on Applications of Signal Processing to Audio and Acoustics …, 2005 | 90 | 2005 |
| Single-channel audio source separation with NMF: divergences, constraints and algorithms C Févotte, E Vincent, A Ozerov Audio Source Separation, 1-24, 2018 | 86 | 2018 |
| Informed source separation: source coding meets source separation A Ozerov, A Liutkus, R Badeau, G Richard 2011 IEEE Workshop on Applications of Signal Processing to Audio and …, 2011 | 83 | 2011 |
| Notes on nonnegative tensor factorization of the spectrogram for audio source separation: statistical insights and towards self-clustering of the spatial cues C Févotte, A Ozerov Exploring Music Contents: 7th International Symposium, CMMR 2010, Málaga …, 2011 | 65 | 2011 |
| Main instrument separation from stereophonic audio signals using a source/filter model JL Durrieu, A Ozerov, C Févotte, G Richard, B David 2009 17th European Signal Processing Conference, 15-19, 2009 | 62 | 2009 |
| 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 | 53 | 2013 |
| A survey and an extensive evaluation of popular audio declipping methods P Záviška, P Rajmic, A Ozerov, L Rencker IEEE Journal of Selected Topics in Signal Processing 15 (1), 5-24, 2020 | 48 | 2020 |
| Motion informed audio source separation S Parekh, S Essid, A Ozerov, NQK Duong, P Pérez, G Richard 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 41 | 2017 |
| Text-informed audio source separation using nonnegative matrix partial co-factorization L Le Magoarou, A Ozerov, NQK Duong 2013 IEEE International Workshop on Machine Learning for Signal Processing …, 2013 | 41 | 2013 |
Emmanuel VincentSenior Research Scientist, InriaVerified email at inria.fr
