@article{Dantas2023,
  author = {Dantas, C. and Soubies, E. and Févotte C.} ,
  title = {Sphere refinement in Gap safe screening},
  journal = {IEEE Signal Processing Letters},
  year = {2023}
}

@article{Marmin2023b,
  author = {Marmin, A. and Goulart, J. H.  de M. and Févotte, C.} ,
  title = {Majorization-minimization for sparse nonnegative matrix factorization with the beta-divergence},
  journal = {IEEE Transactions on Signal Processing},
  year = {2023},
  url = {https://arxiv.org/pdf/2207.06316}
}

@article{Marmin2023,
  author = {Marmin, A. and Goulart, J. H.  de M. and Févotte, C.} ,
  title = {Joint majorization-minimization for nonnegative matrix factorization with the beta-divergence},
  journal = {Signal Processing},
  year = {2023},
  url = {https://arxiv.org/pdf/2106.15214}
}

@article{Mokry2023,
  author = {Mokrý, O. and Magron, P. and Oberlin, T. and Févotte, C.} ,
  title = {Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization},
  journal = {Signal Processing},
  year = {2023},
  volume = {206},
  url = {https://arxiv.org/pdf/2206.13768},
  doi = {https://doi.org/10.1016/j.sigpro.2022.108905}
}

@article{Magron2022a,
  author = {Magron, P. and Févotte, C.} ,
  title = {Neural content-aware collaborative filtering for cold-start music recommendation},
  journal = {Data Mining and Knowledge Discovery},
  year = {2022},
  url = {https://arxiv.org/pdf/2102.12369},
  doi = {https://doi.org/10.1007/s10618-022-00859-8}
}

@article{Magron2022,
  author = {Magron, P. and Févotte, C.} ,
  title = {A majorization-minimization algorithm for nonnegative binary matrix factorization},
  journal = {IEEE Signal Processing Letters},
  year = {2022},
  volume = {29},
  pages = {1526--1530},
  url = {https://arxiv.org/pdf/2204.09741},
  doi = {https://doi.org/10.1109/LSP.2022.3187368}
}

@article{Vial2023,
  author = {P.-H. Vial and P. Magron and T. Oberlin and C. Févotte} ,
  title = {Learning the proximity operator in unfolded ADMM for phase retrieval},
  journal = {IEEE Signal Processing Letters},
  year = {2022},
  volume = {29},
  pages = {1619--1623},
  url = {https://arxiv.org/pdf/2204.01360},
  doi = {https://doi.org/10.1109/LSP.2022.3189275}
}

@article{Zhang2022,
  author = {S. Zhang and E. Soubies and C. Févotte} ,
  title = {Leveraging joint-diagonalization in transform-learning NMF},
  journal = {IEEE Transactions on Signal Processing},
  year = {2022},
  volume = {70},
  pages = {3802--3817},
  url = {https://arxiv.org/pdf/2112.05664},
  doi = {https://doi.org/10.1109/TSP.2022.3188177}
}

@article{Castera2021,
  author = {Castera, C. and Bolte, J. and Févotte, C. and Pauwels, E.} ,
  title = {Second-order step-size tuning of SGD for non-convex optimization},
  journal = {Neural Processing Letters},
  year = {2022},
  volume = {54},
  number = {3},
  pages = {1727--1752},
  url = {https://arxiv.org/pdf/2103.03570},
  doi = {https://doi.org/10.1007/s11063-021-10705-5}
}

@article{Leplat2022,
  author = {V. Leplat and N. Gillis and C. Févotte} ,
  title = {Multi-resolution beta-divergence NMF for blind spectral unmixing},
  journal = {Signal Processing},
  year = {2022},
  volume = {193},
  pages = {108428},
  url = {https://arxiv.org/pdf/2007.03893},
  doi = {https://doi.org/10.1016/j.sigpro.2021.108428}
}

@article{Vial2021,
  author = {P.-H. Vial and P. Magron and T. Oberlin and C. Févotte} ,
  title = {Phase retrieval with Bregman divergences and application to audio signal recovery},
  journal = {IEEE Journal of Selected Topics in Signal Processing},
  year = {2021},
  volume = {15},
  number = {1},
  pages = {51--64},
  url = {https://arxiv.org/pdf/2010.00392},
  doi = {https://doi.org/10.1109/JSTSP.2021.3051870}
}

@article{Cai2021,
  author = {Cai, T. and Tan, V. Y. F. and Févotte, C.} ,
  title = {Adversarially-trained nonnegative matrix factorization},
  journal = {IEEE Signal Processing Letters},
  year = {2021},
  volume = {28},
  pages = {1415--1419},
  url = {https://arxiv.org/pdf/2104.04757},
  doi = {https://doi.org/10.1109/LSP.2021.3092231}
}

@article{Filstroff2021,
  author = {L. Filstroff and O. Gouvert and C. Févotte and O. Cappé} ,
  title = {A comparative study of Gamma Markov chains for temporal non-negative factorization},
  journal = {IEEE Transactions on Signal Processing},
  year = {2021},
  volume = {69},
  pages = {1614--1626},
  url = {https://arxiv.org/pdf/2006.12843},
  doi = {https://doi.org/10.1109/TSP.2021.3060000}
}

@article{Lahat2021,
  author = {D. Lahat and Y. Lang and V. Y. F. Tan and C. Févotte} ,
  title = {Positive semidefinite matrix factorization: A connection with phase retrieval and affine rank minimization},
  journal = {IEEE Transactions on Signal Processing},
  year = {2021},
  volume = {69},
  pages = {3059--3074},
  url = {https://arxiv.org/pdf/2007.12364},
  doi = {https://doi.org/10.1109/TSP.2021.3071293}
}

@article{Castera2021a,
  author = {C. Castera and J. Bolte and C. Févotte and E. Pauwels} ,
  title = {An inertial Newton algorithm for deep learning},
  journal = {Journal of Machine Learning Research},
  year = {2021},
  volume = {22},
  number = {134},
  pages = {1-31},
  url = {https://www.jmlr.org/papers/volume22/19-1024/19-1024.pdf}
}

@article{Dantas2022,
  author = {Dantas, C. and Soubies, E. and Févotte, C.} ,
  title = {Expanding boundaries of Gap Safe screening},
  journal = {Journal of Machine Learning Research},
  year = {2021},
  volume = {22},
  number = {236},
  pages = {1--57},
  url = {https://www.jmlr.org/papers/volume22/21-0179/21-0179.pdf}
}

@inproceedings{Chapel2021,
  author = {L. Chapel and R. Flamary and H. Wu and C. Févotte and G. Gasso} ,
  title = {Unbalanced optimal transport through non-negative penalized linear regression},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://arxiv.org/pdf/2106.04145}
}

@inproceedings{Dantas2021,
  author = {C. Dantas and E. Soubies and C. Févotte} ,
  title = {Safe screening for sparse regression with the Kullback-Leibler divergence},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {June},
  year = {2021},
  url = {https://hal.archives-ouvertes.fr/hal-03147345/document}
}

@inproceedings{Magron2021,
  author = {P. Magron and C. Févotte} ,
  title = {Leveraging the structure of musical preference in content-aware music recommendation},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {June},
  year = {2021},
  url = {https://arxiv.org/pdf/2010.10276}
}

@inproceedings{Magron2021a,
  author = {Magron, P. and Vial, P.-H. and Oberlin, T. and Févotte, C.} ,
  title = {Phase recovery with Bregman divergences for audio source separation},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {June},
  year = {2021},
  url = {https://arxiv.org/pdf/2010.10255}
}

@article{Lumbreras2020,
  author = {A. Lumbreras and L. Filstroff and C. Févotte} ,
  title = {Bayesian mean-parameterized nonnegative binary matrix factorization},
  journal = {Data Mining and Knowledge Discovery},
  month = {Nov.},
  year = {2020},
  volume = {34},
  number = {6},
  pages = {1898--1935},
  url = {https://arxiv.org/pdf/1812.06866},
  doi = {https://doi.org/10.1007/s10618-020-00712-w}
}

@article{Gouvert2020,
  author = {O. Gouvert and T. Oberlin and C. Févotte} ,
  title = {Negative binomial matrix factorization},
  journal = {IEEE Signal Processing Letters},
  month = {Dec.},
  year = {2020},
  volume = {27},
  pages = {815-819},
  url = {https://hal.archives-ouvertes.fr/hal-02871905/document},
  doi = {https://doi.org/10.1109/LSP.2020.2991613}
}

@article{Zhang2020,
  author = {S.  Zhang and E. Soubies and C. Févotte} ,
  title = {On the identifiability of transform learning for non-negative matrix factorization},
  journal = {IEEE Signal Processing Letters},
  month = {Aug.},
  year = {2020},
  volume = {27},
  pages = {1555--1559},
  url = {https://hal.archives-ouvertes.fr/hal-02542653v3/document},
  doi = {https://doi.org/10.1109/LSP.2020.3020431}
}

@incollection{Devy2021,
  author = {Devy, M. and Lerasle, F. and Dobigeon, N. and Févotte, C.} ,
  title = {Perception et apprentissage de représentations},
  booktitle = {Intelligence artificielle - Regards croisés de chercheur.es},
  publisher = {La Dépêche; CNRS},
  year = {2020}
}

@inproceedings{Gouvert2020a,
  author = {O. Gouvert and T. Oberlin and C. Févotte} ,
  title = {Ordinal non-negative matrix factorization for recommendation},
  booktitle = {Proc. International Conference on Machine Learning (ICML)},
  month = {July},
  year = {2020},
  url = {https://arxiv.org/pdf/2006.01034}
}

@inproceedings{Lahat2020,
  author = {D. Lahat and C. Févotte} ,
  title = {Positive semidefinite matrix factorization: link to phase retrieval and a block gradient algorithm},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {May},
  year = {2020},
  url = {https://hal.archives-ouvertes.fr/hal-02875241/document},
  doi = {https://doi.org/10.1109/ICASSP40776.2020.9053938}
}

@inproceedings{Lahat2020a,
  author = {D. Lahat and C. Févotte} ,
  title = {Positive semidefinite matrix factorization based on truncated Wirtinger flow},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  year = {2020},
  url = {https://hal.archives-ouvertes.fr/hal-02886419/document}
}

@article{Cavalcanti2019a,
  author = {Y. C. Cavalcanti and T. Oberlin and N. Dobigeon and C. Févotte and S. Stute and M. Ribeiro and C. Tauber} ,
  title = {Factor analysis of dynamic PET images: Beyond Gaussian noise},
  journal = {IEEE Transactions on Medical Imaging},
  month = {Sep.},
  year = {2019},
  volume = {38},
  number = {9},
  pages = {2231--2241},
  url = {https://arxiv.org/pdf/1807.11455},
  doi = {https://doi.org/10.1109/TMI.2019.2906828}
}

@inproceedings{Ablin2019,
  author = {P. Ablin and D. Fagot and H. Wendt and A. Gramfort and C. Févotte} ,
  title = {A quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {May},
  year = {2019},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp2019b.pdf}
}

@inproceedings{Castera2019,
  author = {C. Castera and J. Bolte and C. Févotte and E. Pauwels} ,
  title = {An inertial Newton algorithm for deep learning},
  booktitle = {Proc. NeurIPS Workshop ``Beyond First Order Methods in ML"},
  month = {Dec.},
  year = {2019},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/beyondFO2019.pdf}
}

@inproceedings{Cavalcanti2019,
  author = {Y. C. Cavalcanti and T. Oberlin and N. Dobigeon and C. Févotte and S. Stute and C. Tauber} ,
  title = {Unmixing dynamic PET images: Combining spatial heterogeneity and non-gaussian noise},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {May},
  year = {2019},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp2019c.pdf}
}

@inproceedings{Fagot2019,
  author = {D. Fagot and H. Wendt and C. Févotte and P. Smaragdis} ,
  title = {Majorization-minimization algorithms for convolutive NMF with the beta-divergence},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {May},
  year = {2019},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp2019a.pdf}
}

@inproceedings{Gouvert2019,
  author = {O. Gouvert and T. Oberlin and C. Févotte} ,
  title = {Recommendation from raw data with adaptive compound Poisson factorization},
  booktitle = {Proc. Conference on Uncertainty in Artificial Intelligence (UAI)},
  month = {July},
  year = {2019},
  url = {https://arxiv.org/pdf/1905.13128}
}

@inproceedings{Xia2019,
  author = {R. Xia and V. Y. F. Tan and L. Filstroff and C. Févotte} ,
  title = {A ranking model motivated by nonnegative matrix factorization with applications to tennis tournaments},
  booktitle = {Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD)},
  month = {Sep.},
  year = {2019},
  url = {https://arxiv.org/pdf/1903.06500}
}

@article{Fevotte2018b,
  author = {C. Févotte and M. Kowalski} ,
  title = {Estimation with low-rank time-frequency synthesis models},
  journal = {IEEE Transactions on Signal Processing},
  month = {Aug.},
  year = {2018},
  volume = {66},
  number = {15},
  pages = {4121--4132},
  url = {https://arxiv.org/pdf/1804.09497},
  doi = {https://doi.org/10.1109/TSP.2018.2844159}
}

@incollection{Fevotte2018,
  author = {C. Févotte and P. Smaragdis and N. Mohammadiha and G. Mysore} ,
  title = {Temporal extensions of nonnegative matrix factorization},
  booktitle = {Audio Source Separation and Speech Enhancement},
  editor = {E. Vincent and T. Virtanen and S. Gannot},
  publisher = {Wiley},
  month = {Sep.},
  year = {2018},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/chapters/asssp2018.pdf}
}

@incollection{Fevotte2018a,
  author = {C. Févotte and E. Vincent and A. Ozerov} ,
  title = {Single-channel audio source separation with NMF: divergences, constraints and algorithms},
  booktitle = {Audio Source Separation},
  editor = {S. Makino},
  publisher = {Springer},
  year = {2018},
  pages = {1--24},
  url = {https://hal.inria.fr/hal-01631185/file/fevotte_book18.pdf}
}

@incollection{Ozerov2018,
  author = {A. Ozerov and C. Févotte and E. Vincent} ,
  title = {An introduction to multichannel NMF for audio source separation},
  booktitle = {Audio Source Separation},
  editor = {S. Makino},
  publisher = {Springer},
  year = {2018},
  pages = {73--94},
  url = {https://hal.inria.fr/hal-01631187/file/ozerov_book18.pdf}
}

@inproceedings{Fagot2018,
  author = {D. Fagot and H. Wendt and C. Févotte} ,
  title = {Nonnegative matrix factorization with transform learning},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  month = {Apr.},
  year = {2018},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp18.pdf}
}

@inproceedings{Filstroff2018,
  author = {L. Filstroff and A. Lumbreras and C. Févotte} ,
  title = {Closed-form marginal likelihood in Gamma-Poisson matrix factorizations},
  booktitle = {Proc. International Conference on Machine Learning (ICML)},
  month = {July},
  year = {2018},
  url = {https://arxiv.org/pdf/1801.01799}
}

@inproceedings{Gouvert2018a,
  author = {O. Gouvert and T. Oberlin and C. Févotte} ,
  title = {Matrix co-factorization for cold-start recommendation},
  booktitle = {Proc. International Society for Music Information Retrieval Conference (ISMIR)},
  month = {Sep.},
  year = {2018},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ismir2018.pdf}
}

@inproceedings{Wendt2018,
  author = {H. Wendt and D. Fagot and C. Févotte} ,
  title = {Jacobi algorithm for nonnegative matrix factorization with transform learning},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  month = {Sep.},
  year = {2018},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco2018.pdf}
}

@techreport{Gouvert2018,
  author = {O. Gouvert and T. Oberlin and C. Févotte} ,
  title = {Negative binomial matrix factorization for recommender systems},
  institution = {arXiv},
  year = {2018},
  url = {https://arxiv.org/pdf/1801.01708}
}

@inproceedings{Flamary2016,
  author = {R. Flamary and C. Févotte and N. Courty and V. Emiya} ,
  title = {Optimal spectral transportation with application to music transcription},
  booktitle = {Advances in Neural Information Processing Systems (NIPS)},
  month = {Dec.},
  year = {2016},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/nips16.pdf}
}

@inproceedings{Hanon2016,
  author = {R. Hamon and V. Emiya and C. Févotte} ,
  title = {Convex nonnegative matrix factorization with missing data},
  booktitle = {Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
  month = {Sep.},
  year = {2016},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/mlsp16.pdf}
}

@inproceedings{Hanon2016a,
  author = {R. Hamon and V. Emiya and C. Févotte} ,
  title = {Factorisation archétypale en matrices non-négatives avec données manquantes},
  booktitle = {Proc. Conférence francophone sur l'Apprentissage Automatique (CAP)},
  month = {Jul.},
  year = {2016}
}

@article{tip15,
  author = {Févotte, C. and Dobigeon, N.} ,
  title = {Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization},
  journal = {IEEE Transactions on Image Processing},
  month = {Dec.},
  year = {2015},
  volume = {24},
  number = {12},
  pages = {4810-4819},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/tip2015.pdf},
  doi = {https://doi.org/10.1109/TIP.2015.2468177}
}

@inproceedings{Fevotte2015,
  author = {C. Févotte and J. Grivel} ,
  title = {Apprentissage pour la synthèse visuelle guidée par un flux audio et application dans le champ de l'art contemporain},
  booktitle = {Proc. Colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Lyon, France},
  month = {Sep.},
  year = {2015},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/gretsi15a.pdf}
}

@inproceedings{Fevotte2015a,
  author = {C. Févotte and M. Kowalski} ,
  title = {Hybrid sparse and low-rank time-frequency signal decomposition},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Nice, France},
  month = {Sep.},
  year = {2015},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco15.pdf}
}

@inproceedings{Hanon2015,
  author = {R. Hamon and P. Borgnat and C. Févotte and P. Flandrin and C. Robardet} ,
  title = {Factorisation de réseaux temporels : étude des rythmes hebdomadaires du système Vélo'v},
  booktitle = {Proc. Colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Lyon, France},
  month = {Sep.},
  year = {2015},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/gretsi15b.pdf}
}

@inproceedings{Zarka2015,
  author = {Zarka, P. and al.} ,
  title = {NENUFAR: Instrument description and science case},
  booktitle = {Proc. International Conference on Antenna Theory and Techniques (ICATT)},
  address = {Kharkiv, Ukraine},
  month = {Apr.},
  year = {2015}
}

@article{Smaragdis2014,
  author = {P. Smaragdis and C. Févotte and G. Mysore and N. Mohammadiha and M. Hoffman} ,
  title = {Static and dynamic source separation using nonnegative factorizations: A unified view},
  journal = {IEEE Signal Processing Magazine},
  month = {May},
  year = {2014},
  volume = {31},
  number = {3},
  pages = {66-75},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/spm2014.pdf},
  doi = {https://doi.org/10.1109/MSP.2013.2297715}
}

@article{Seichepine2014,
  author = {N. Seichepine and S. Essid and C. Févotte and O. Cappé} ,
  title = {Soft nonnegative matrix co-factorization},
  journal = {IEEE Transactions on Signal Processing},
  month = {Nov.},
  year = {2014},
  volume = {62},
  number = {22},
  pages = {5940--5949},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/tsp2014.pdf}
}

@inproceedings{icassp14a,
  author = {D. L. Sun and C. Févotte} ,
  title = {Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Florence, Italy},
  month = {May},
  year = {2014},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp14a.pdf}
}

@inproceedings{icassp14b,
  author = {N. Seichepine and S. Essid and C. Févotte and O. Cappé} ,
  title = {Piecewise constant nonnegative matrix factorization},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Florence, Italy},
  month = {May},
  year = {2014},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp14b.pdf}
}

@inproceedings{nips14,
  author = {C. Févotte and M. Kowalski} ,
  title = {Low-rank time-frequency synthesis},
  booktitle = {Advances in Neural Information Processing Systems (NIPS)},
  month = {Dec.},
  year = {2014},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/nips14.pdf}
}

@misc{Fevotte2014a,
  author = {C. Févotte} ,
  title = {Contributions à la factorisation en matrices non-négatives},
  month = {Oct.},
  year = {2014},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/theses/hdr_fevotte.pdf},
  slides = {https://www.irit.fr/ Cedric.Fevotte/publications/theses/hdr_fevotte.pdf}
}

@article{nmfvideostruct,
  author = {S. Essid and C. Févotte} ,
  title = {Smooth nonnegative matrix factorization for unsupervised audiovisual document structuring},
  journal = {IEEE Transactions on Multimedia},
  month = {Feb.},
  year = {2013},
  volume = {15},
  number = {2},
  pages = {415--425},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_multimedia_smoothnmf.pdf},
  doi = {https://doi.org/10.1109/TMM.2012.2228474}
}

@article{ardnmfj,
  author = {V. Y. F. Tan and C. Févotte} ,
  title = {Automatic relevance determination in nonnegative matrix factorization with the beta-divergence},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  month = {July},
  year = {2013},
  volume = {35},
  number = {7},
  pages = {1592 -- 1605},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/pami13_ardnmf.pdf}
}

@inproceedings{gretsi13,
  author = {N. Seichepine and S. Essid and C. Févotte and O. Cappé} ,
  title = {Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs},
  booktitle = {Proc. Colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Brest, France},
  month = {Sep.},
  year = {2013}
}

@inproceedings{icassp13a,
  author = {C. Févotte and J. Le Roux and J. R. Hershey} ,
  title = {Non-negative dynamical system with application to speech and audio},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Vancouver, Canada},
  month = {May},
  year = {2013},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp13a.pdf}
}

@inproceedings{icassp13b,
  author = {N. Seichepine and S. Essid and C. Févotte and O. Cappé} ,
  title = {Soft nonnegative matrix co-factorization with application to multimodal speaker diarization},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Vancouver, Canada},
  month = {May},
  year = {2013},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp13b.pdf}
}

@inproceedings{LeRoux2013,
  author = {J. Le Roux and C. Févotte and J. R. Hershey} ,
  title = {A new non-negative dynamical system for speech and audio modeling},
  booktitle = {Proc. Acoustical Society of Japan Spring Meeting},
  month = {Mar.},
  year = {2013}
}

@inproceedings{whispers13,
  author = {Dobigeon, N. and Févotte, C.} ,
  title = {Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images},
  booktitle = {Proc. IEEE Workshop Hyperspectral image and signal processing: Evolution in remote sensing (WHISPERS)},
  address = {Gainesville, Florida},
  month = {June},
  year = {2013},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/whispers13.pdf}
}

@article{tspgap,
  author = {O. Dikmen and C. Févotte} ,
  title = {Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson Model},
  journal = {IEEE Transactions on Signal Processing},
  month = {Oct.},
  year = {2012},
  volume = {60},
  number = {10},
  pages = {5163--5175},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_sp_mmle.pdf},
  doi = {https://doi.org/10.1109/TSP.2012.2207117}
}

@inproceedings{icip12,
  author = {S. Essid and C. Févotte} ,
  title = {Decomposing the video editing structure of a talk-show using nonnegative matrix factorization},
  booktitle = {Proc. IEEE International Conference on Image Processing (ICIP)},
  address = {Orlando, Florida},
  month = {Sep.},
  year = {2012}
}

@inproceedings{ismir12a,
  author = {A. Lefèvre and F. Bach and C. Févotte} ,
  title = {Semi-supervised NMF with time-frequency annotations for single-channel source separation},
  booktitle = {Proc. International Society for Music Information Retrieval Conference (ISMIR)},
  address = {Porto, Portugal},
  month = {Oct.},
  year = {2012},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ismir12a.pdf}
}

@inproceedings{ismir12b,
  author = {T. Gerber and M. Dutasta and L. Girin and C. Févotte} ,
  title = {Professionally-produced music separation guided by covers},
  booktitle = {Proc. International Society for Music Information Retrieval Conference (ISMIR)},
  address = {Porto, Portugal},
  month = {Oct.},
  year = {2012},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ismir12b.pdf}
}

@inproceedings{mlsp12,
  author = {B. King and C. Févotte and P. Smaragdis} ,
  title = {Optimal cost function and magnitude power for NMF-based speech separation and music interpolation},
  booktitle = {Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
  address = {Santander, Spain},
  month = {Sep.},
  year = {2012},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/mlsp12.pdf}
}

@patent{patent2013,
  author = {J. Hershey and C.  Févotte and J. Le Roux} ,
  title = {Method for transforming non-stationary signals using a dynamic model},
  month = {Oct.},
  year = {2012},
  number = {13657077},
  note = {US Patent 13657077, filed.},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/patents/application14.pdf}
}

@article{ieee_taslp_2011a,
  author = {L. Oudre and C. Févotte and Y. Grenier} ,
  title = {Probabilistic template-based chord recognition},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Nov.},
  year = {2011},
  volume = {19},
  number = {8},
  pages = {2249 -- 2259},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_probachord.pdf},
  doi = {https://doi.org/10.1109/TASL.2010.2098870}
}

@article{ieee_taslp_2011b,
  author = {L. Oudre and Y. Grenier and C. Févotte} ,
  title = {Chord recognition by fitting rescaled chroma vectors to chord templates},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Sep.},
  year = {2011},
  volume = {19},
  number = {7},
  pages = {2222 -- 2233},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_deterchord.pdf},
  doi = {https://doi.org/10.1109/TASL.2011.2139205}
}

@article{betanmf,
  author = {C. Févotte and J. Idier} ,
  title = {Algorithms for nonnegative matrix factorization with the beta-divergence},
  journal = {Neural Computation},
  month = {Sep.},
  year = {2011},
  volume = {23},
  number = {9},
  pages = {2421--2456},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/neco11.pdf},
  doi = {https://doi.org/10.1162/NECO_a_00168}
}

@inproceedings{gretsi11a,
  author = {Févotte, C. and Idier, J.} ,
  title = {Algorithmes de factorisation en matrices non-négatives fondée sur la beta-divergence},
  booktitle = {Proc. 23e colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Bordeaux, France},
  month = {Sep.},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/gretsi11a.pdf}
}

@inproceedings{gretsi11b,
  author = {Cappé, O. and Févotte, C. and Rhodes, D.} ,
  title = {Algorithme EM en ligne simulé pour la factorisation non-négative probabiliste},
  booktitle = {Proc. 23e colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Bordeaux, France},
  month = {Sep.},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/gretsi11b.pdf}
}

@inproceedings{gretsi11c,
  author = {Lefèvre, A. and Bach, F. and Févotte, C.} ,
  title = {Factorisation de matrices structurée en groupes avec la divergence d'Itakura-Saito},
  booktitle = {Proc. 23e colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Bordeaux, France},
  month = {Sep.},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/gretsi11c.pdf}
}

@inproceedings{icassp11a,
  author = {C. Févotte} ,
  title = {Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Prague, Czech Republic},
  month = {May},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp11a.pdf}
}

@inproceedings{icassp11b,
  author = {O. Dikmen and C. Févotte} ,
  title = {Maximum marginal likelihood estimation for nonnegative dictionary learning},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Prague, Czech Republic},
  month = {May},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp11b.pdf}
}

@inproceedings{icassp11c,
  author = {A. Lefèvre and F. Bach and C. Févotte} ,
  title = {Itakura-Saito nonnegative matrix factorization with group sparsity},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Prague, Czech Republic},
  month = {May},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp11c.pdf}
}

@inproceedings{icassp11d,
  author = {A. Ozerov and C. Févotte and R. Blouet and J.-L. Durrieu} ,
  title = {Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Prague, Czech Republic},
  month = {May},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp11d.pdf}
}

@inproceedings{nips11,
  author = {O. Dikmen and C. Févotte} ,
  title = {Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation},
  booktitle = {Advances in Neural Information Processing Systems (NIPS)},
  address = {Granada, Spain},
  month = {Dec.},
  year = {2011},
  pages = {2267--2275},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/nips11.pdf}
}

@inproceedings{nipswork11,
  author = {V. Y. F. Tan and C. Févotte} ,
  title = {Automatic relevance determination in nonnegative matrix factorization with the beta-divergence},
  booktitle = {Proc. NIPS workshop on Sparse Representation and Low-rank Approximation},
  address = {Sierra Nevada, Spain},
  month = {Dec.},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/nips11_workshop.pdf}
}

@inproceedings{onlineisnmf,
  author = {A. Lefèvre and F. Bach and C. Févotte} ,
  title = {Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence},
  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
  address = {Mohonk, NY},
  month = {Oct.},
  year = {2011},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/waspaa11.pdf}
}

@inproceedings{ssp11,
  author = {C. Févotte and O. Cappé and A. T. Cemgil} ,
  title = {Efficient Markov chain Monte Carlo inference in composite models with space alternating data augmentation},
  booktitle = {Proc. IEEE Workshop on Statistical Signal Processing (SSP)},
  address = {Nice, France},
  month = {June},
  year = {2011},
  pages = {221 -- 224},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ssp11.pdf}
}

@patent{patent11,
  author = {A. Ozerov and C. Févotte and R. Blouet} ,
  title = {Automatic source separation via joint use of segmental information and spatial diversity},
  month = {Feb.},
  year = {2011},
  number = {13021692},
  note = {US Patent 13021692, filed.},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/patents/application11.pdf}
}

@article{durr10,
  author = {J.-L. Durrieu and G. Richard and B. David and C. Févotte} ,
  title = {Source/Filter model for unsupervised main melody extraction from polyphonic audio signals},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Mar.},
  year = {2010},
  volume = {18},
  number = {3},
  pages = {564--575},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_voice_extrac.pdf},
  doi = {https://doi.org/10.1109/TASL.2010.2041114}
}

@article{ieee_asl10,
  author = {A. Ozerov and C. Févotte} ,
  title = {Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Mar.},
  year = {2010},
  volume = {18},
  number = {3},
  pages = {550--563},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_multinmf.pdf},
  doi = {https://doi.org/10.1109/TASL.2009.2031510}
}

@incollection{wangbook,
  author = {C. Févotte} ,
  title = {Itakura-Saito nonnegative factorizations of the power spectrogram for music signal decomposition},
  booktitle = {Machine Audition: Principles, Algorithms and Systems},
  editor = {Wenwu Wang},
  publisher = {IGI Global Press},
  month = {Aug.},
  year = {2010},
  chapter = {11},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/chapters/isnmf.pdf},
  doi = {https://doi.org/10.4018/978-1-61520-919-4}
}

@inproceedings{cmmr10,
  author = {C. Févotte and A. Ozerov} ,
  title = {Notes on nonnegative tensor factorization of the spectrogram for audio source separation : statistical insights and towards self-clustering of the spatial cues},
  booktitle = {Proc. 7th International Symposium on Computer Music Modeling and Retrieval (CMMR)},
  editor = {S. Ystad and M.  Aramaki and R. Kronland-Martinet and K. Jensen},
  publisher = {Springer},
  address = {Málaga, Spain, 2010.},
  month = {June},
  year = {2010},
  volume = {6684},
  pages = {102-115},
  note = {Long paper.},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/cmmr10.pdf}
}

@inproceedings{eusipco10,
  author = {H. Lantéri and C. Theys and C. Richard and C. Févotte} ,
  title = {Split gradient method for nonnegative matrix factorization},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Aalborg, Denmark},
  month = {Aug.},
  year = {2010},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco10.pdf}
}

@inproceedings{mmsp10,
  author = {L. Oudre and C. Févotte and Y. Grenier} ,
  title = {Probabilistic framework for template-based chord recognition},
  booktitle = {Proc. IEEE International Workshop on Multimedia Signal Processing (MMSP)},
  address = {St-Malo, France},
  month = {Oct.},
  year = {2010},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/mmsp10.pdf}
}

@article{neco09,
  author = {C. Févotte and N. Bertin and J.-L. Durrieu} ,
  title = {Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis},
  journal = {Neural Computation},
  month = {Mar.},
  year = {2009},
  volume = {21},
  number = {3},
  pages = {793-830},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/neco09_is-nmf.pdf},
  doi = {https://doi.org/10.1162/neco.2008.04-08-771}
}

@inproceedings{eusipco09,
  author = {C. Févotte and A. T. Cemgil} ,
  title = {Nonnegative matrix factorisations as probabilistic inference in composite models},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Glasgow, Scotland},
  month = {Aug.},
  year = {2009},
  pages = {1913--1917},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco09a.pdf}
}

@inproceedings{eusipco09b,
  author = {J.-L. Durrieu and A. Ozerov and C. Févotte and G. Richard and B. David} ,
  title = {Main instrument separation from stereophonic audio signals using a source/filter models},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Glasgow, Scotland},
  month = {Aug.},
  year = {2009},
  pages = {15--19},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco09b.pdf}
}

@inproceedings{icassp09a,
  author = {A. Ozerov and C. Févotte} ,
  title = {Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Taipei, Taiwan},
  month = {Apr.},
  year = {2009},
  pages = {3137-3140},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp09a.pdf},
  doi = {https://doi.org/10.1109/ICASSP.2009.4960289}
}

@inproceedings{icassp09b,
  author = {N. Bertin and C. Févotte and R. Badeau} ,
  title = {A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Taipei, Taiwan},
  month = {Apr.},
  year = {2009},
  pages = {1545 --1548},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp09b.pdf},
  doi = {https://doi.org/10.1109/ICASSP.2009.4959891}
}

@inproceedings{ismir09,
  author = {L. Oudre and Y. Grenier and C. Févotte} ,
  title = {Template-based chord recognition : influence of the chord types},
  booktitle = {Proc. International Society for Music Information Retrieval Conference (ISMIR)},
  address = {Kobe, Japan},
  month = {Oct.},
  year = {2009},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ismir09.pdf}
}

@inproceedings{spars09,
  author = {V. Y. F. Tan and C. Févotte} ,
  title = {Automatic relevance determination in nonnegative matrix factorization},
  booktitle = {Proc. Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS)},
  address = {St-Malo, France},
  month = {Apr.},
  year = {2009},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/spars09.pdf}
}

@inproceedings{waspaa09-1,
  author = {A. Ozerov and C. Févotte and M. Charbit} ,
  title = {Factorial scaled hidden Markov model for polyphonic audio representation and source separation},
  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
  address = {Mohonk, NY, USA},
  month = {Oct.},
  year = {2009},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/waspaa09a.pdf}
}

@inproceedings{waspaa09b,
  author = {L. Oudre and Y. Grenier and C. Févotte} ,
  title = {Chord recognition using measures of fit, chord templates and filtering methods},
  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
  address = {Mohonk, NY},
  month = {Oct.},
  year = {2009},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/waspaa09b.pdf}
}

@article{ieee_asl07b,
  author = {C. Févotte and B. Torrésani and L. Daudet and S. J. Godsill} ,
  title = {Sparse linear regression with structured priors and application to denoising of musical audio},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Jan.},
  year = {2008},
  volume = {16},
  number = {1},
  pages = {174--185},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_sparsereg_struc.pdf},
  doi = {https://doi.org/10.1109/TASL.2007.909290}
}

@inproceedings{icassp08,
  author = {R. Blouet and G. Rapaport and I. Cohen and C. Févotte} ,
  title = {Evaluation of several strategies for single sensor speech/music separation},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Las Vegas, USA},
  month = {Apr.},
  year = {2008},
  pages = {37-40},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp08.pdf},
  doi = {https://doi.org/10.1109/ICASSP.2008.4517540}
}

@misc{igaenr09,
  author = {P. Aimé and C. Févotte} ,
  title = {La simplification administrative de la gestion des unités de recherche},
  month = {Oct.},
  year = {2008},
  note = {http://media.enseignementsup-recherche.gouv.fr/file/Concours_2008/22/3/2008-089simplification_44223.pdf},
  url = {http://media.enseignementsup-recherche.gouv.fr/file/Concours_2008/22/3/2008-089simplification_44223.pdf}
}

@article{dsp07,
  author = {A. T. Cemgil and C. Févotte and S. J. Godsill} ,
  title = {Variational and stochastic inference for Bayesian Source Separation},
  journal = {Digital Signal Processing},
  month = {Sep.},
  year = {2007},
  volume = {17},
  number = {5},
  pages = {891--913},
  note = {Special issue Bayesian source separation, ed. E. E. Kuruoglu and K. H. Knuth},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/elsevier_dsp_variational.pdf}
}

@incollection{makinobook,
  author = {C. Févotte} ,
  title = {Bayesian audio source separation},
  booktitle = {Blind speech separation},
  editor = {S. Makino and T.-W. Lee and H. Sawada},
  publisher = {Springer},
  month = {Sep.},
  year = {2007},
  chapter = {11},
  pages = {305--335},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/chapters/bass.pdf},
  doi = {http://www.springer.com/engineering/signals/book/978-1-4020-6478-4}
}

@inproceedings{eusipco07,
  author = {S. J. Godsill and A. T. Cemgil and C. Févotte and P. J. Wolfe} ,
  title = {Bayesian computational methods for sparse audio and music processing},
  booktitle = {Proc.European Signal Processing Conference (EUSIPCO)},
  address = {Poznaʼn, Poland},
  month = {Sep.},
  year = {2007},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco07.pdf}
}

@inproceedings{ica07,
  author = {C. Févotte and F. Theis} ,
  title = {Pivot selection strategies in Jacobi joint block-diagonalization},
  booktitle = {Proc. 7th International Conference on Independent Component Analysis and Signal Separation (ICA)},
  address = {London, UK},
  month = {Sep.},
  year = {2007},
  pages = {177--187},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ica07.pdf}
}

@techreport{simax06,
  author = {C. Févotte and F. Theis} ,
  title = {Orthonormal approximate joint block-diagonalization},
  institution = {GET/Télécom Paris},
  month = {Apr.},
  year = {2007},
  number = {2007D007},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/techreps/techrep07.pdf}
}

@article{ieee_spl06,
  author = {C. Févotte and S. J. Godsill} ,
  title = {Sparse linear regression in unions of bases via Bayesian variable selection},
  journal = {IEEE Signal Processing Letters},
  month = {Jul.},
  year = {2006},
  volume = {13},
  number = {7},
  pages = {441--444},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_spl_sparsereg.pdf},
  doi = {https://doi.org/10.1109/LSP.2006.873139}
}

@article{ieee_asl06,
  author = {E. Vincent and R. Gribonval and C. Févotte} ,
  title = {Performance measurement in blind audio source separation},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Jul.},
  year = {2006},
  volume = {14},
  number = {4},
  pages = {1462--1469},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_bsseval.pdf},
  doi = {https://doi.org/10.1109/TSA.2005.858005}
}

@article{ieee_asl07,
  author = {C. Févotte and S. J. Godsill} ,
  title = {A Bayesian approach to blind separation of sparse sources},
  journal = {IEEE Transactions on Audio, Speech and Language Processing},
  month = {Nov.},
  year = {2006},
  volume = {14},
  number = {6},
  pages = {2174--2188},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_asl_sparsebss.pdf},
  doi = {https://doi.org/10.1109/TSA.2005.858523}
}

@inproceedings{eusipco06,
  author = {C. Févotte} ,
  title = {Bayesian blind separation of audio mixtures with structured priors},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Florence, Italy},
  month = {Sep.},
  year = {2006},
  note = {Special session Undetermined sparse audio source separation (invited paper)},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco06.pdf}
}

@inproceedings{ica06,
  author = {C. Févotte and S. J. Godsill} ,
  title = {Blind separation of sparse sources using Jeffrey's inverse prior and the EM algorithm},
  booktitle = {Proc. 6th International Conference on Independent Component Analysis and Blind Source Separation (ICA)},
  address = {Charleston, SC, USA},
  month = {Mar.},
  year = {2006},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ica06.pdf}
}

@inproceedings{icassp06-1,
  author = {F. Desobry and C. Févotte} ,
  title = {Kernel PCA based estimation of the mixing matrix in linear instantaneous mixtures of sparse sources},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Toulouse, France},
  month = {May},
  year = {2006},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp06a.pdf},
  doi = {https://doi.org/10.1109/ICASSP.2006.1661364}
}

@inproceedings{icassp06-2,
  author = {C. Févotte and L. Daudet and S. J. Godsill and B. Torrésani} ,
  title = {Sparse regression with structured priors: application to audio denoising},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address = {Toulouse, France},
  month = {May},
  year = {2006},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/icassp06b.pdf},
  doi = {https://doi.org/10.1109/ICASSP.2006.1660589}
}

@inproceedings{iwaenc06,
  author = {L. Benaroya and R. Blouet and C Févotte and I. Cohen} ,
  title = {Single sensor source separation using multiple-window STFT representation},
  booktitle = {Proc. International Workshop on Acoustic Echo and Noise Control (IWAENC)},
  address = {Paris, France},
  month = {Sep.},
  year = {2006},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/iwaenc06.pdf}
}

@inproceedings{eusipco05,
  author = {A. T. Cemgil and C. Févotte and S. J. Godsill} ,
  title = {Blind separation of sparse sources using variational EM},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Antalya, Turkey},
  month = {Sep.},
  year = {2005},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco05.pdf}
}

@inproceedings{spars05,
  author = {V. Y. F. Tan and C. Févotte} ,
  title = {A study of the effect of source sparsity for various transforms on blind audio source separation performance},
  booktitle = {Proc. Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS)},
  address = {Rennes, France},
  month = {Nov.},
  year = {2005},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/spars05.pdf}
}

@inproceedings{waspaa05-1,
  author = {C. Févotte and J.-F. Cardoso} ,
  title = {Maximum likelihood approach for blind audio source separation using time-frequency Gaussian models},
  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
  address = {Mohonk, NY, USA},
  month = {Oct.},
  year = {2005},
  pages = {78-81},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/waspaa05a.pdf},
  doi = {https://doi.org/10.1109/ASPAA.2005.1540173}
}

@inproceedings{waspaa05-2,
  author = {C. Févotte and S. J. Godsill} ,
  title = {A Bayesian approach to time-frequency based blind source separation},
  booktitle = {Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
  address = {Mohonk, NY, USA},
  month = {Oct.},
  year = {2005},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/waspaa05b.pdf}
}

@techreport{tr05,
  author = {C. Févotte and R. Gribonval and E. Vincent} ,
  title = {BSS-EVAL Toolbox User Guide : Revision 2.0},
  institution = {IRISA},
  month = {Apr.},
  year = {2005},
  number = {1706},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/techreps/BSSEVAL2userguide.pdf}
}

@article{ieee_spl04,
  author = {C. Févotte and C. Doncarli} ,
  title = {Two contributions to blind source separation using time-frequency distributions},
  journal = {IEEE Signal Processing Letters},
  month = {Mar.},
  year = {2004},
  volume = {11},
  number = {3},
  pages = {386-389},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_spl_tfbss.pdf},
  doi = {https://doi.org/10.1109/LSP.2003.819343}
}

@article{ieee_biomed04,
  author = {D. Farina and C. Févotte and C. Doncarli and R. Merletti} ,
  title = {Blind separation of linear instantaneous mixtures of non-stationary surface myoelectric signals},
  journal = {IEEE Transactions on Biomedical Engineering},
  month = {Sep.},
  year = {2004},
  volume = {51},
  number = {9},
  pages = {1555 --1567},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/journals/ieee_be_surfaceemgs.pdf},
  doi = {https://doi.org/10.1109/TBME.2004.828048}
}

@inproceedings{ica04,
  author = {C. Févotte and S. J. Godsill and P. J. Wolfe} ,
  title = {Bayesian approach for blind separation of underdetermined mixtures of sparse sources},
  booktitle = {Proc. 5th International Conference on Independent Component Analysis and Blind Source Separation (ICA)},
  address = {Granada, Spain},
  month = {Sep.},
  year = {2004},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ica04.pdf}
}

@inproceedings{gretsi03-1,
  author = {D. Farina and F. Lebrun and C. Févotte and C. Doncarli and R. Merletti} ,
  title = {Blind source separation of linear mixtures of non-stationary surface EMG signals},
  booktitle = {Proc. 19e colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Paris, France},
  month = {Sep.},
  year = {2003}
}

@inproceedings{gretsi03-2,
  author = {E. Vincent and C. Févotte and R. Gribonval} ,
  title = {Comment évaluer les algorithmes de séparation audio ?},
  booktitle = {Proc. 19e colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Paris, France},
  month = {Sep.},
  year = {2003}
}

@inproceedings{ica03-1,
  author = {C. Févotte and C. Doncarli} ,
  title = {A unified presentation of blind source separation methods for convolutive mixtures using block-diagonalization},
  booktitle = {Proc. 4th Symposium on Independent Component Analysis and Blind Source Separation (ICA)},
  address = {Nara, Japan},
  month = {Apr.},
  year = {2003},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ica03a.pdf}
}

@inproceedings{ica03-2,
  author = {E. Vincent and C. Févotte and R. Gribonval and al} ,
  title = {A tentative typology of audio source separation tasks},
  booktitle = {Proc. 4th Symposium on Independent Component Analysis and Blind Source Separation (ICA)},
  address = {Nara, Japan},
  month = {Apr.},
  year = {2003},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ica03b.pdf}
}

@inproceedings{ica03-3,
  author = {R. Gribonval and L. Benaroya and E. Vincent and C. Févotte} ,
  title = {Proposals for performance measurement in source separation},
  booktitle = {Proc. 4th Symposium on Independent Component Analysis and Blind Source Separation (ICA)},
  address = {Nara, Japan},
  month = {Apr.},
  year = {2003},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/ica03c.pdf}
}

@inproceedings{nolisp03,
  author = {C. Févotte and A. Debiolles and C. Doncarli} ,
  title = {Blind separation of FIR convolutive mixtures: application to speech signals},
  booktitle = {Proc. 1st ISCA Workshop on Non-Linear Speech Processing},
  address = {Le Croisic, France},
  month = {May},
  year = {2003},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/nolisp03.pdf}
}

@phdthesis{these,
  author = {C. Févotte} ,
  title = {Approche temps-fréquence pour la séparation aveugle de sources non-stationnaires (A time-frequency approach for blind separation of non-stationary sources)},
  institution = {École Centrale de Nantes et Université de Nantes},
  month = {Oct.},
  year = {2003},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/theses/these_fevotte.pdf}
}

@inproceedings{eusipco02,
  author = {A. Holobar and C. Févotte and C. Doncarli and D. Zazula} ,
  title = {Single autoterms selection for blind source separation in time-frequenccy plane},
  booktitle = {Proc. European Signal Processing Conference (EUSIPCO)},
  address = {Toulouse, France},
  month = {Sep.},
  year = {2002},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/eusipco02.pdf}
}

@inproceedings{info02,
  author = {L. De Lathauwer and C. Févotte and B. De Moor and J. Vandewalle} ,
  title = {Jacobi algorithm for joint block diagonalization in blind identification},
  booktitle = {Proc. 23rd Symposium on Information Theory in the Benelux},
  address = {Louvain-la-Neuve, Belgium},
  month = {May},
  year = {2002},
  pages = {155--162}
}

@inproceedings{gretsi01,
  author = {E. Le Carpentier and C. Févotte} ,
  title = {Séparation de sources autorégressives gaussiennes par maximum de vraisemblance et filtrage de Kalman},
  booktitle = {Proc. 18e colloque GRETSI sur le Traitement du Signal et des Images},
  address = {Toulouse, France},
  month = {Sep.},
  year = {2001},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/proceedings/gretsi01.pdf}
}

@mastersthesis{dea2,
  author = {C. Févotte} ,
  title = {Acoustique des salles: modélisation de l'environnement sonore (Room acoustics: identification of room transfer functions)},
  institution = {École Centrale de Nantes},
  year = {2000},
  url = {https://www.irit.fr/ Cedric.Fevotte/publications/theses/dea_fevotte.pdf}
}