Cédric Févotte
Cédric Févotte
CNRS Senior Researcher @ IRIT, ANITI, Univ. Toulouse
Adresse e-mail validée de irit.fr - Page d'accueil
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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
23342006
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
10962009
Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation
A Ozerov, C Fevotte
Audio, Speech, and Language Processing, IEEE Transactions on 18 (3), 550-563, 2010
5912010
Algorithms for nonnegative matrix factorization with the β-divergence
C Févotte, J Idier
Neural computation 23 (9), 2421-2456, 2011
5022011
Automatic Relevance Determination in Nonnegative Matrix Factorization with the\ beta-Divergence
VYF Tan, C Févotte
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
2912013
BSS_EVAL toolbox user guide--Revision 2.0
C Févotte, R Gribonval, E Vincent
2392005
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
2082010
A Bayesian approach for blind separation of sparse sources
C Févotte, SJ Godsill
Audio, Speech, and Language Processing, IEEE Transactions on 14 (6), 2174-2188, 2006
2022006
Proposals for performance measurement in source separation
R Gribonval, L Benaroya, E Vincent, C Févotte
1632003
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
1562014
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
C Févotte, N Dobigeon
IEEE Transactions on Image Processing 24 (12), 4810-4819, 2015
1332015
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
1252011
Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence
DL Sun, C Fevotte
2014 IEEE international conference on acoustics, speech and signal …, 2014
1242014
Two contributions to blind source separation using time-frequency distributions
C Févotte, C Doncarli
IEEE Signal Processing Letters 11 (3), 386-389, 2004
1192004
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
1172009
Nonnegative matrix factorizations as probabilistic inference in composite models
C Févotte, AT Cemgil
2009 17th European Signal Processing Conference, 1913-1917, 2009
1162009
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
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
972011
Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence
A Lefèvre, F Bach, C Févotte
2011 IEEE Workshop on Applications of Signal Processing to Audio and …, 2011
842011
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
832008
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