Cédric Févotte
Orcid: 0000-0003-3801-5534
According to our database1,
Cédric Févotte
authored at least 105 papers
between 2002 and 2023.
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Bibliography
2023
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization.
Signal Process., May, 2023
Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence.
IEEE Trans. Signal Process., 2023
Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence.
Signal Process., 2023
2022
IEEE Trans. Signal Process., 2022
IEEE Signal Process. Lett., 2022
IEEE Signal Process. Lett., 2022
Signal Process., 2022
Neural Process. Lett., 2022
Data Min. Knowl. Discov., 2022
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence.
CoRR, 2022
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening.
CoRR, 2022
2021
Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization.
IEEE Trans. Signal Process., 2021
A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization.
IEEE Trans. Signal Process., 2021
IEEE Signal Process. Lett., 2021
IEEE J. Sel. Top. Signal Process., 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Leveraging the Structure of Musical Preference in Content-Aware Music Recommendation.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Signal Process. Lett., 2020
Data Min. Knowl. Discov., 2020
CoRR, 2020
A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains.
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Positive Semidefinite Matrix Factorization: A Link to Phase Retrieval And A Block Gradient Algorithm.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
IEEE Trans. Medical Imaging, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Trans. Signal Process., 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
2015
IEEE Trans. Image Process., 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view.
IEEE Signal Process. Mag., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring.
IEEE Trans. Multim., 2013
Automatic Relevance Determination in Nonnegative Matrix Factorization with the $(\beta)$-Divergence.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Maximum Marginal Likelihood Estimation for Nonnegative Dictionary Learning in the Gamma-Poisson Model.
IEEE Trans. Signal Process., 2012
Optimal cost function and magnitude power for NMF-based speech separation and music interpolation.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Semi-supervised NMF with Time-frequency Annotations for Single-channel Source Separation.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Decomposing the video editing structure of a talk-show using nonnegative matrix factorization.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
IEEE Trans. Speech Audio Process., 2011
IEEE Trans. Speech Audio Process., 2011
Neural Comput., 2011
Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation.
IEEE Trans. Speech Audio Process., 2010
Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals.
IEEE Trans. Speech Audio Process., 2010
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Notes on Nonnegative Tensor Factorization of the Spectrogram for Audio Source Separation: Statistical Insights and Towards Self-Clustering of the Spatial Cues.
Proceedings of the Exploring Music Contents - 7th International Symposium, 2010
2009
Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis.
Neural Comput., 2009
Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation.
Proceedings of the IEEE International Conference on Acoustics, 2009
A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Main instrument separation from stereophonic audio signals using a source/filter model.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Sparse Linear Regression With Structured Priors and Application to Denoising of Musical Audio.
IEEE Trans. Speech Audio Process., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Digit. Signal Process., 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Speech Audio Process., 2006
IEEE Trans. Speech Audio Process., 2006
IEEE Signal Process. Lett., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Kernel PCA Based Estimation of the Mixing Matrix in Linear Instantaneous Mixtures of Sparse Sources.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Blind Separation of Sparse Sources Using Jeffrey's Inverse Prior and the EM Algorithm.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals.
IEEE Trans. Biomed. Eng., 2004
IEEE Signal Process. Lett., 2004
Bayesian Approach for Blind Separation of Underdetermined Mixtures of Sparse Sources.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
Proceedings of the ITRW on Non-Linear Speech Processing, 2003
2002
Proceedings of the 11th European Signal Processing Conference, 2002