| Performance measurement in blind audio source separation E Vincent, R Gribonval, C Févotte IEEE transactions on audio, speech, and language processing 14 (4), 1462-1469, 2006 | 2580 | 2006 |
| Nonnegative matrix factorization with the Itakura-Saito divergence: With application to music analysis C Févotte, N Bertin, JL Durrieu Neural computation 21 (3), 793-830, 2009 | 1188 | 2009 |
| Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation A Ozerov, C Fevotte IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 550-563, 2010 | 644 | 2010 |
| Algorithms for nonnegative matrix factorization with the β-divergence C Févotte, J Idier Neural computation 23 (9), 2421-2456, 2011 | 551 | 2011 |
| Automatic Relevance Determination in Nonnegative Matrix Factorization with the\ beta-Divergence VYF Tan, C Févotte IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013 | 314 | 2013 |
| BSS_EVAL toolbox user guide--Revision 2.0 C Févotte, R Gribonval, E Vincent | 255 | 2005 |
| Source/filter model for unsupervised main melody extraction from polyphonic audio signals JL Durrieu, G Richard, B David, C Févotte IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 564-575, 2010 | 223 | 2010 |
| A Bayesian approach for blind separation of sparse sources C Févotte, SJ Godsill IEEE Transactions on Audio, Speech, and Language Processing 14 (6), 2174-2188, 2006 | 209 | 2006 |
| Static and dynamic source separation using nonnegative factorizations: A unified view P Smaragdis, C Fevotte, GJ Mysore, N Mohammadiha, M Hoffman IEEE Signal Processing Magazine 31 (3), 66-75, 2014 | 169 | 2014 |
| Proposals for performance measurement in source separation R Gribonval, L Benaroya, E Vincent, C Févotte Proc. Symposium on Independent Component Analysis and Blind Source …, 2003 | 162 | 2003 |
| Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization C Févotte, N Dobigeon IEEE Transactions on Image Processing 24 (12), 4810-4819, 2015 | 152 | 2015 |
| Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence DL Sun, C Fevotte Proc. IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 133 | 2014 |
| Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation A Ozerov, C Févotte, R Blouet, JL Durrieu Proc. IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 131 | 2011 |
| Nonnegative matrix factorizations as probabilistic inference in composite models C Févotte, AT Cemgil Proc. European Signal Processing Conference (EUSIPCO), 1913-1917, 2009 | 126 | 2009 |
| Two contributions to blind source separation using time-frequency distributions C Févotte, C Doncarli IEEE Signal Processing Letters 11 (3), 386-389, 2004 | 121 | 2004 |
| Factorial scaled hidden Markov model for polyphonic audio representation and source separation A Ozerov, C Févotte, M Charbit Proc. IEEE Workshop on Applications of Signal Processing to Audio and …, 2009 | 120 | 2009 |
| Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals D Farina, C Févotte, C Doncarli, R Merletti IEEE Transactions on Biomedical Engineering 51 (9), 1555-1567, 2004 | 108 | 2004 |
| Itakura-Saito nonnegative matrix factorization with group sparsity A Lefevre, F Bach, C Févotte Proc. IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 100 | 2011 |
| Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence A Lefevre, F Bach, C Févotte 2011 IEEE Workshop on Applications of Signal Processing to Audio and …, 2011 | 90 | 2011 |
| Sparse linear regression with structured priors and application to denoising of musical audio C Févotte, B Torrésani, L Daudet, SJ Godsill Audio, Speech, and Language Processing, IEEE Transactions on 16 (1), 174-185, 2008 | 90 | 2008 |
Emmanuel VincentSenior Research Scientist, InriaVerified email at inria.fr
