E. Vincent, N. Bertin, R. Gribonval, and F. Bimbot, From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound, IEEE Signal Processing Magazine, vol.31, issue.3, pp.107-115, 2014.
DOI : 10.1109/MSP.2013.2297440
URL : https://hal.archives-ouvertes.fr/hal-00922378

R. Gribonval and M. Zibulevsky, Sparse component analysis, " in Handbook of Blind Source Separation, Independent Component Analysis and Applications, pp.367-420, 2010.

E. Vincent, M. G. Jafari, S. A. Abdallah, M. D. Plumbley, and M. E. Davies, Probabilistic Modeling Paradigms for Audio Source Separation, Machine Audition: Principles, Algorithms and Systems, W. Wang, pp.162-185, 2010.
DOI : 10.4018/978-1-61520-919-4.ch007
URL : https://hal.archives-ouvertes.fr/inria-00544016

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

T. Virtanen, A. T. Cemgil, and S. Godsill, Bayesian extensions to non-negative matrix factorisation for audio signal modelling, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.1825-1828, 2008.
DOI : 10.1109/ICASSP.2008.4517987
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.401.4325

A. Liutkus, D. Fitzgerald, and R. Badeau, Cauchy nonnegative matrix factorization, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.1-5, 2015.
DOI : 10.1109/WASPAA.2015.7336900
URL : https://hal.archives-ouvertes.fr/hal-01170924

U. S. ¸-ims¸ekliims¸ekli, A. Liutkus, and A. T. , Alpha-stable matrix factorization, IEEE Signal Processing Letters, vol.22, issue.12, pp.2289-2293, 2015.

K. Yoshii, K. Itoyama, and M. Goto, Student's t nonnegative matrix factorization and positive semidefinite tensor factorization for singlechannel audio source separation, Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.51-55, 2016.
DOI : 10.1109/icassp.2016.7471635

Y. Avargel and I. Cohen, On Multiplicative Transfer Function Approximation in the Short-Time Fourier Transform Domain, IEEE Signal Processing Letters, vol.14, issue.5, pp.337-340, 2007.
DOI : 10.1109/LSP.2006.888292

L. Parra and C. Spence, Convolutive blind separation of non-stationary sources, IEEE Transactions on Speech and Audio Processing, vol.8, issue.3, pp.320-327, 2000.
DOI : 10.1109/89.841214

R. Badeau and M. D. Plumbley, Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol.22, issue.11, pp.1670-1680, 2014.
DOI : 10.1109/TASLP.2014.2341920

X. Li, L. Girin, and R. Horaud, Audio source separation based on convolutive transfer function and frequency-domain lasso optimization, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017.
DOI : 10.1109/ICASSP.2017.7952214
URL : https://hal.archives-ouvertes.fr/hal-01430754

M. Kowalski, E. Vincent, and R. Gribonval, Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.7, pp.1818-1829, 2010.
DOI : 10.1109/TASL.2010.2050089
URL : https://hal.archives-ouvertes.fr/hal-00435897

S. Leglaive, R. Badeau, and G. Richard, Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.2017-2043
DOI : 10.1109/ICASSP.2017.7951791
URL : https://hal.archives-ouvertes.fr/hal-01416347

J. L. Vernet, Real signals fast Fourier transform: Storage capacity and step number reduction by means of an odd discrete Fourier transform, Proc. of the IEEE, pp.1531-1532, 1971.
DOI : 10.1109/PROC.1971.8471

A. Ozerov, C. Févotte, G. Bongiovanni, P. Corsini, and G. Frosini, Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation One-dimensional and two-dimensional generalised discrete Fourier transforms, IEEE Transactions on Audio, Speech, and Language Processing IEEE Transactions on Acoustics, Speech, and Signal Processing, vol.1817, issue.24 1, pp.550-563, 1976.
DOI : 10.1109/tasl.2009.2031510

R. Badeau, Preservation of whiteness in spectral and time-frequency transforms of second order processes, Research Report, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01252189

C. Févotte and M. Kowalski, Low-rank time-frequency synthesis, Proc. of Advances in Neural Information Processing Systems (NIPS), pp.3563-3571, 2014.

H. S. Malvar, Signal Processing with Lapped Transforms, 1992.
DOI : 10.1109/icassp.1990.115698

C. M. Bishop, Pattern Recognition and Machine Learning, 2006.

M. Vinyes, MTG MASS dataset, 2008.

S. Nakamura, K. Hiyane, F. Asano, T. Nishiura, and T. Yamada, Acoustical sound database in real environments for sound scene understanding and hands-free speech recognition, Proc. of the International Conference on Language Resources and Evaluation (LREC), pp.965-968, 2000.
DOI : 10.1109/icme.2002.1035537
URL : http://library.naist.jp/dspace/bitstream/10061/8095/1/ICME_2002_161.pdf

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

E. Vincent, BSS Eval Toolbox Version 3.0 for Matlab, 2007.

V. Emiya, E. Vincent, N. Harlander, and V. Hohmann, Subjective and Objective Quality Assessment of Audio Source Separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.19, issue.7, pp.2046-2057, 2011.
DOI : 10.1109/TASL.2011.2109381
URL : https://hal.archives-ouvertes.fr/inria-00567152

E. Vincent, Improved Perceptual Metrics for the Evaluation of Audio Source Separation, International Conference on Latent Variable Analysis and Signal Separation, pp.430-437, 2012.
DOI : 10.1016/j.sigpro.2011.10.007
URL : https://hal.archives-ouvertes.fr/hal-00653196

V. Emiya and E. Vincent, PEASS Toolbox Version 2.0 for Matlab, 2011.

A. Ozerov, C. Févotte, R. Blouet, and J. Durrieu, Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.257-260, 2011.
DOI : 10.1109/ICASSP.2011.5946389
URL : https://hal.archives-ouvertes.fr/inria-00564851

S. Leglaive, R. Badeau, and G. Richard, Multichannel Audio Source Separation With Probabilistic Reverberation Priors, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol.24, issue.12, pp.2453-2465, 2016.
DOI : 10.1109/TASLP.2016.2614140
URL : https://hal.archives-ouvertes.fr/hal-01370051

T. Adali, P. J. Schreier, and L. L. Scharf, Complex-Valued Signal Processing: The Proper Way to Deal With Impropriety, IEEE Transactions on Signal Processing, vol.59, issue.11, pp.5101-5125, 2011.
DOI : 10.1109/TSP.2011.2162954
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.310.639