| 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 | 3650 | 2006 |
| Wavelets on graphs via spectral graph theory DK Hammond, P Vandergheynst, R Gribonval Applied and Computational Harmonic Analysis 30 (2), 129-150, 2011 | 2539 | 2011 |
| Sparse representations in unions of bases R Gribonval, M Nielsen IEEE transactions on Information theory 49 (12), 3320-3325, 2003 | 1115 | 2003 |
| Under-determined reverberant audio source separation using a full-rank spatial covariance model NQK Duong, E Vincent, R Gribonval IEEE Transactions on Audio, Speech, and Language Processing 18 (7), 1830-1840, 2010 | 543 | 2010 |
| The cosparse analysis model and algorithms S Nam, ME Davies, M Elad, R Gribonval Applied and Computational Harmonic Analysis 34 (1), 30-56, 2013 | 514 | 2013 |
| Harmonic decomposition of audio signals with matching pursuit R Gribonval, E Bacry IEEE Transactions on signal processing 51 (1), 101-111, 2003 | 331 | 2003 |
| Audio inpainting A Adler, V Emiya, MG Jafari, M Elad, R Gribonval, MD Plumbley IEEE Transactions on Audio, Speech, and Language Processing 20 (3), 922-932, 2011 | 314 | 2011 |
| Fast matching pursuit with a multiscale dictionary of Gaussian chirps R Gribonval IEEE Transactions on signal Processing 49 (5), 994-1001, 2001 | 299 | 2001 |
| Sparse representations in audio and music: from coding to source separation MD Plumbley, T Blumensath, L Daudet, R Gribonval, ME Davies Proceedings of the IEEE 98 (6), 995-1005, 2009 | 298 | 2009 |
| BSS_EVAL toolbox user guide--Revision 2.0 C Févotte, R Gribonval, E Vincent | 297 | 2005 |
| Training with quantization noise for extreme model compression A Fan, P Stock, B Graham, E Grave, R Gribonval, H Jegou, A Joulin arXiv preprint arXiv:2004.07320, 2020 | 262 | 2020 |
| 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 | 251 | 2007 |
| Audio source separation with a single sensor L Benaroya, F Bimbot, R Gribonval IEEE Transactions on Audio, Speech, and Language Processing 14 (1), 191-199, 2005 | 248 | 2005 |
| On the exponential convergence of matching pursuits in quasi-incoherent dictionaries R Gribonval, P Vandergheynst IEEE Transactions on Information Theory 52 (1), 255-261, 2005 | 243 | 2005 |
| A survey of sparse component analysis for blind source separation: principles, perspectives, and new challenges R Gribonval, S Lesage ESANN'06 proceedings-14th European Symposium on Artificial Neural Networks …, 2006 | 227 | 2006 |
| Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms R Gribonval, H Rauhut, K Schnass, P Vandergheynst Journal of Fourier analysis and Applications 14, 655-687, 2008 | 224 | 2008 |
| Restricted Isometry Constants WhereSparse Recovery Can Fail for ME Davies, R Gribonval IEEE Transactions on Information Theory 55 (5), 2203-2214, 2009 | 220 | 2009 |
| MPTK: Matching pursuit made tractable S Krstulovic, R Gribonval 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006 | 218 | 2006 |
| Random sampling of bandlimited signals on graphs G Puy, N Tremblay, R Gribonval, P Vandergheynst Applied and Computational Harmonic Analysis 44 (2), 446-475, 2018 | 215 | 2018 |
| 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 | 212 | 2014 |