Concepedia

Cédric Févotte

CF

59

Publications

8.3K

Citations

34

H-Index

2002

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

Télécom Paris

Laboratoire Traitement et Communication de l’Information

Université Toulouse - Jean Jaurès

Université Toulouse-I-Capitole

Cédric Févotte is an author at Centre National de la Recherche Scientifique specializing in engineering, data science, and signal processing.

Top concepts

EngineeringData ScienceSignal ProcessingSpeech ProcessingSpeech RecognitionMachine LearningComputer ScienceInverse ProblemsMusicStatistics

Publications per year

2002–2023

59

Publications

59

Performance measurement in blind audio source separation

Emmanuel Vincent, Rémi Gribonval, Cédric Févotte · IEEE Transactions on Audio Speech and Language Processing · 2006 · 2.9K citations

Source Separation, Engineering, Health Sciences +12

Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

Cédric Févotte, Nancy Bertin, Jean-Louis Durrieu · Neural Computation · 2008 · 1.1K citations

Music, Engineering, Nonnegative Matrix Factorization +16

Algorithms for Nonnegative Matrix Factorization with the β-Divergence

Cédric Févotte, Jérôme Idier · Neural Computation · 2011 · 626 citations

Search Optimization, Low-rank Approximation, Engineering +8

Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation

Alexey Ozerov, Cédric Févotte · IEEE Transactions on Audio Speech and Language Processing · 2009 · 603 citations

Music, Multichannel Data, Source Separation +16

Automatic Relevance Determination in Nonnegative Matrix Factorization with the /spl beta/-Divergence

Vincent Y. F. Tan, Cédric Févotte · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 276 citations

/Spl Beta/-divergence, Latent Dimensionality, Automatic Relevance Determination +21

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