| 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 | 1399 | 2009 |
| Adaptive harmonic spectral decomposition for multiple pitch estimation E Vincent, N Bertin, R Badeau IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 528-537, 2009 | 316 | 2009 |
| Enforcing harmonicity and smoothness in Bayesian non-negative matrix factorization applied to polyphonic music transcription N Bertin, R Badeau, E Vincent IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 538-549, 2010 | 272 | 2010 |
| From blind to guided audio source separation: How models and side information can improve the separation of sound E Vincent, N Bertin, R Gribonval, F Bimbot IEEE Signal Processing Magazine 31 (3), 107-115, 2014 | 200 | 2014 |
| Near-field acoustic holography using sparse regularization and compressive sampling principles G Chardon, L Daudet, A Peillot, F Ollivier, N Bertin, R Gribonval The Journal of the Acoustical Society of America 132 (3), 1521-1534, 2012 | 179 | 2012 |
| Near-field acoustic holography using sparse regularization and compressive sampling principles G Chardon, L Daudet, A Peillot, F Ollivier, N Bertin, R Gribonval The Journal of the Acoustical Society of America 132 (3), 1521-1534, 2012 | 179 | 2012 |
| Harmonic and inharmonic nonnegative matrix factorization for polyphonic pitch transcription E Vincent, N Bertin, R Badeau 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008 | 139 | 2008 |
| Blind signal decompositions for automatic transcription of polyphonic music: NMF and K-SVD on the benchmark N Bertin, R Badeau, G Richard 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007 | 100 | 2007 |
| Stability analysis of multiplicative update algorithms and application to nonnegative matrix factorization R Badeau, N Bertin, E Vincent IEEE Transactions on Neural Networks 21 (12), 1869-1881, 2010 | 78 | 2010 |
| Sequential minimal eigenvalues-an approach to analysis dictionary learning B Ophir, M Elad, N Bertin, MD Plumbley The 19th European Signal Processing Conference (EUSIPCO‐2011), 2011 | 68 | 2011 |
| Sparsity and cosparsity for audio declipping: a flexible non-convex approach S Kitić, N Bertin, R Gribonval International Conference on Latent Variable Analysis and Signal Separation …, 2015 | 65 | 2015 |
| MAPS-A piano database for multipitch estimation and automatic transcription of music V Emiya, N Bertin, B David, R Badeau | 54 | 2010 |
| The Flexible Audio Source Separation Toolbox Version 2.0 Y Salaün, E Vincent, N Bertin, N Souviraà-Labastie, X Jaureguiberry, ... ICASSP, 2014 | 49 | 2014 |
| A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription N Bertin, C Fevotte, R Badeau 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 49 | 2009 |
| Physics-driven inverse problems made tractable with cosparse regularization S Kitić, L Albera, N Bertin, R Gribonval IEEE Transactions on Signal Processing 64 (2), 335-348, 2015 | 43 | 2015 |
| Fast Bayesian NMF algorithms enforcing harmonicity and temporal continuity in polyphonic music transcription N Bertin, R Badeau, E Vincent 2009 IEEE Workshop on Applications of Signal Processing to Audio and …, 2009 | 42 | 2009 |
| Hearing behind walls: localizing sources in the room next door with cosparsity S Kitić, N Bertin, R Gribonval ICASSP-IEEE International Conference on Acoustics, Speech, and Signal Processing, 2013 | 31 | 2013 |
| Two nonnegative matrix factorization methods for polyphonic pitch transcription E Vincent, N Bertin, R Badeau 2007 Music Information Retrieval Evaluation eXchange (MIREX), 2007 | 27 | 2007 |
| A French corpus for distant-microphone speech processing in real homes N Bertin, E Camberlein, E Vincent, R Lebarbenchon, S Peillon, ... Interspeech 2016, 2016 | 25 | 2016 |
| Joint estimation of sound source location and boundary impedance with physics-driven cosparse regularization N Bertin, S Kiti, R Gribonval 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 25 | 2016 |
Emmanuel VincentSenior Research Scientist, InriaAdresse e-mail validée de inria.fr
