A. Hurmalainen, R. Saeidi, and T. Virtanen, Group sparsity for speaker identity discrimination in factorisation-based speech recognition, Interspeech, pp.17-20, 2012.

F. Bach, R. Jenatton, J. Mairal, and G. Obozinski, Optimization with Sparsity-Inducing Penalties, Machine Learning, pp.1-106, 2012.
DOI : 10.1561/2200000015

URL : https://hal.archives-ouvertes.fr/hal-00613125

A. Lefèvre, F. Bach, and C. Févotte, Itakura-Saito nonnegative matrix factorization with group sparsity, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.21-24, 2011.
DOI : 10.1109/ICASSP.2011.5946318

D. L. Sun and G. J. Mysore, Universal speech models for speaker independent single channel source separation, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.2013-141
DOI : 10.1109/ICASSP.2013.6637625

C. Févotte, N. Bertin, and J. Durrieu, Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis, Neural Computation, vol.14, issue.3, pp.793-830, 2009.
DOI : 10.1016/j.sigpro.2007.01.024

D. Badawy, N. Q. Duong, and A. Ozerov, On-the-fly audio source separation, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pp.2014-2015
DOI : 10.1109/MLSP.2014.6958922

URL : https://hal.archives-ouvertes.fr/hal-01023221

P. Smaragdis and G. J. Mysore, Separation by “humming”: User-guided sound extraction from monophonic mixtures, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, pp.69-72, 2009.
DOI : 10.1109/ASPAA.2009.5346542

L. , L. Magoarou, A. Ozerov, and N. Q. Duong, Textinformed audio source separation using nonnegative matrix partial co-factorization, IEEE Int, pp.2013-2014
URL : https://hal.archives-ouvertes.fr/hal-01010602

A. Lefèvre, F. Bach, and C. Févotte, Semi-supervised NMF with time-frequency annotations for single-channel source separation, Int. Conf. on Music Information Retrieval (ISMIR), pp.115-120, 2012.

N. J. Bryan and G. J. Mysore, Interactive refinement of supervised and semi-supervised sound source separation estimates, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.2013-883
DOI : 10.1109/ICASSP.2013.6637775

N. Q. Duong, A. Ozerov, L. Chevallier, and J. Sirot, An interactive audio source separation framework based on nonnegative matrix factorization, IEEE Int. Conf. on Acoustics , Speech, and Signal Processing, pp.2014-1586
URL : https://hal.archives-ouvertes.fr/hal-00960717

N. Q. Duong, A. Ozerov, and L. Chevallier, Temporal annotation-based audio source separation using weighted nonnegative matrix factorization, 2014 IEEE Fourth International Conference on Consumer Electronics Berlin (ICCE-Berlin), 2014.
DOI : 10.1109/ICCE-Berlin.2014.7034263

URL : https://hal.archives-ouvertes.fr/hal-01016316

K. Chatfield and A. Zisserman, VISOR: Towards On-the-Fly Large-Scale Object Category Retrieval, Asian Conference on Computer Vision, pp.432-446, 2012.
DOI : 10.1007/978-3-642-37444-9_34

C. Févotte and J. Idier, Algorithms for Nonnegative Matrix Factorization with the ??-Divergence, Neural Computation, vol.11, issue.9, pp.2421-2456, 2011.
DOI : 10.1109/TASL.2009.2034186

D. R. Hunter and K. Lange, A Tutorial on MM Algorithms, The American Statistician, vol.58, issue.1, pp.30-37, 2004.
DOI : 10.1198/0003130042836

D. D. Lee and H. S. Seung, Algorithms for non-negative matrix factorization, Advances in Neural and Information Processing Systems 13, pp.556-562, 2001.

A. Ozerov, P. Philippe, R. Gribonval, and F. Bimbot, One microphone singing voice separation using source-adapted models, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005., pp.90-93, 2005.
DOI : 10.1109/ASPAA.2005.1540176

URL : https://hal.archives-ouvertes.fr/inria-00564491

E. Vincent, R. Gribonval, and C. Févotte, Performance measurement in blind audio source separation, IEEE Transactions on Audio, Speech and Language Processing, vol.14, issue.4, pp.1462-1469, 2006.
DOI : 10.1109/TSA.2005.858005

URL : https://hal.archives-ouvertes.fr/inria-00544230