Cédric Févotte
Cédric Févotte
CNRS Research Director @ IRIT, ANITI, Univ. Toulouse
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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
26572006
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
12112009
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
6592010
Algorithms for nonnegative matrix factorization with the β-divergence
C Févotte, J Idier
Neural computation 23 (9), 2421-2456, 2011
5752011
Automatic Relevance Determination in Nonnegative Matrix Factorization with the\ beta-Divergence
VYF Tan, C Févotte
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
3152013
BSS_EVAL toolbox user guide--Revision 2.0
C Févotte, R Gribonval, E Vincent
2592005
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
2262010
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
2092006
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
1752014
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
1672003
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
C Févotte, N Dobigeon
IEEE Transactions on Image Processing 24 (12), 4810-4819, 2015
1552015
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
1362014
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
1322011
Nonnegative matrix factorizations as probabilistic inference in composite models
C Févotte, AT Cemgil
Proc. European Signal Processing Conference (EUSIPCO), 1913-1917, 2009
1282009
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
1212009
Two contributions to blind source separation using time-frequency distributions
C Févotte, C Doncarli
IEEE Signal Processing Letters 11 (3), 386-389, 2004
1212004
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
1082004
Itakura-Saito nonnegative matrix factorization with group sparsity
A Lefevre, F Bach, C Févotte
Proc. IEEE International Conference on Acoustics, Speech and Signal …, 2011
1002011
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
932008
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
892011
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