A. Belouchrani, K. A. Meraim, J. F. Cardoso, and E. Moulines, A blind source separation technique using second-order statistics, IEEE Transactions on Signal Processing, vol.45, issue.2, pp.434-444, 1997.
DOI : 10.1109/78.554307

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.1048

L. Benaroya, F. Bimbot, and R. Gribonval, Audio source separation with a single sensor, IEEE Transactions on Audio, Speech and Language Processing, vol.14, issue.1, pp.191-199, 2006.
DOI : 10.1109/TSA.2005.854110

URL : https://hal.archives-ouvertes.fr/inria-00544949

A. T. Cemgil, P. Peeling, O. Dikmen, and S. Godsill, Prior Structures for Time-Frequency Energy Distributions, 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, pp.151-154, 2007.
DOI : 10.1109/ASPAA.2007.4393007

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.401.4952

A. Cichocki and L. Zhang, Adaptive multichannel blind deconvolution using state-space models, Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics. SPW-HOS '99, pp.296-299, 1999.
DOI : 10.1109/HOST.1999.778746

N. Q. Duong, E. Vincent, and R. Gribonval, Underdetermined reverberant audio source separation using a fullrank spatial covariance model. Audio, Speech, and Language Processing, IEEE Transactions on, vol.18, issue.7, pp.1830-1840, 2010.
URL : https://hal.archives-ouvertes.fr/inria-00435807

J. Durrieu, B. David, and G. Richard, A musically motivated mid-level representation for pitch estimation and musical audio source separation. Selected Topics in Signal Processing, IEEE Journal, vol.5, issue.6, pp.1180-1191, 2011.

M. Feder and E. Weinstein, Parameter estimation of superimposed signals using the EM algorithm, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol.36, issue.4, pp.477-489, 1988.
DOI : 10.1109/29.1552

D. Fitzgerald, Harmonic/percussive separation using median filtering, Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-10), 2010.

D. Fitzgerald and R. Jaiswal, On the use of masking filters in sound source separation, International Conference on Digital Audio Effects, 2012.

D. Fitzgerald, A. Liutkus, Z. Rafii, B. Pardo, and L. Daudet, Harmonic/Percussive Separation Using Kernel Additive Modelling, 25th IET Irish Signals & Systems Conference 2014 and 2014 China-Ireland International Conference on Information and Communities Technologies (ISSC 2014/CIICT 2014), 2014.
DOI : 10.1049/cp.2014.0655

URL : https://hal.archives-ouvertes.fr/hal-01000001

N. Halko, P. Martinsson, and J. Tropp, Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions, SIAM Review, vol.53, issue.2, pp.217-288, 2011.
DOI : 10.1137/090771806

A. Liutkus, R. Badeau, and G. Richard, Gaussian Processes for Underdetermined Source Separation, IEEE Transactions on Signal Processing, vol.59, issue.7, pp.3155-3167, 2011.
DOI : 10.1109/TSP.2011.2119315

URL : https://hal.archives-ouvertes.fr/hal-00643951

A. Liutkus, J. Durrieu, L. Daudet, and G. Richard, An overview of informed audio source separation, 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), pp.1-4, 2013.
DOI : 10.1109/WIAMIS.2013.6616139

URL : https://hal.archives-ouvertes.fr/hal-00958661

A. Liutkus, D. Fitzgerald, Z. Rafii, B. Pardo, and L. Daudet, Kernel Additive Models for Source Separation, IEEE Transactions on Signal Processing, vol.62, issue.16, pp.4298-4310, 2014.
DOI : 10.1109/TSP.2014.2332434

URL : https://hal.archives-ouvertes.fr/hal-01011044

A. Liutkus, J. Pinel, R. Badeau, L. Girin, and G. Richard, Informed source separation through spectrogram coding and data embedding, Signal Processing, vol.92, issue.8, pp.921937-1949, 2012.
DOI : 10.1016/j.sigpro.2011.09.016

URL : https://hal.archives-ouvertes.fr/hal-00643957

A. Liutkus, Z. Rafii, R. Badeau, B. Pardo, and G. Richard, Adaptive filtering for music/voice separation exploiting the repeating musical structure, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.53-56, 2012.
DOI : 10.1109/ICASSP.2012.6287815

URL : https://hal.archives-ouvertes.fr/hal-00945300

]. A. Liutkus, Z. Rafii, B. Pardo, D. Fitzgerald, and L. Daudet, Kernel spectrogram models for source separation, 2014 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA), 2014.
DOI : 10.1109/HSCMA.2014.6843240

URL : https://hal.archives-ouvertes.fr/hal-00959384

S. Marchand, R. Badeau, C. Baras, L. Daudet, D. Fourer et al., DReaM: A novel system for joint source separation and multi-track coding, 133rd AES Convention, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00809503

J. Nikunen and T. Virtanen, Object-based audio coding using non-negative matrix factorization for the spectrogram representation, 128th Audio Engineering Society Convention, 2010.

J. Nikunen, T. Virtanen, and M. Vilermo, Multichannel audio upmixing based on non-negative tensor factorization representation, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011.
DOI : 10.1109/ASPAA.2011.6082296

A. Ozerov and C. Févotte, Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.3, pp.550-563, 2010.
DOI : 10.1109/TASL.2009.2031510

A. Ozerov, A. Liutkus, R. Badeau, and G. Richard, Codingbased informed source separation: Nonnegative tensor factorization approach, Speech and Language Processing, 2012.
DOI : 10.1109/tasl.2013.2260153

URL : https://hal.archives-ouvertes.fr/hal-00734022

A. Ozerov, E. Vincent, and F. Bimbot, A General Flexible Framework for the Handling of Prior Information in Audio Source Separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.20, issue.4, pp.1118-1133, 2012.
DOI : 10.1109/TASL.2011.2172425

URL : https://hal.archives-ouvertes.fr/inria-00536917

M. D. Plumbley, T. Blumensath, L. Daudet, R. Gribonval, and M. E. Davies, Sparse Representations in Audio and Music: From Coding to Source Separation, Proceedings of the IEEE, vol.98, issue.6, pp.995-1005, 2010.
DOI : 10.1109/JPROC.2009.2030345

URL : https://hal.archives-ouvertes.fr/inria-00489524

Z. Rafii and B. Pardo, A simple music/voice separation method based on the extraction of the repeating musical structure, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.221-224, 2011.
DOI : 10.1109/ICASSP.2011.5946380

Z. Rafii and B. Pardo, Repeating pattern extraction technique (REPET): A simple method for music/voice separation. Audio , Speech, and Language Processing, IEEE Transactions on, vol.21, issue.1, pp.73-84, 2013.

J. Särelä, H. Valpola, and M. Jordan, Denoising source separation, Journal of Machine Learning Research, vol.6, issue.3, 2005.

U. Simsekli, A. T. Cemgil, and Y. K. Yilmaz, Score guided audio restoration via generalised coupled tensor factorisation, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012.
DOI : 10.1109/ICASSP.2012.6289134

P. Smaragdis and J. Brown, Non-negative matrix factorization for polyphonic music transcription, 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (IEEE Cat. No.03TH8684), pp.177-180, 2003.
DOI : 10.1109/ASPAA.2003.1285860

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.475.7518

E. Vincent, S. Araki, F. Theis, G. Nolte, P. Bofill et al., The signal separation evaluation campaign Achievements and remaining challenges, Signal Processing, issue.8, pp.921928-1936, 2007.
URL : https://hal.archives-ouvertes.fr/inria-00579398

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.31107-115, 2014.
DOI : 10.1109/MSP.2013.2297440

URL : https://hal.archives-ouvertes.fr/hal-00922378

E. Vincent, M. G. Jafari, A. Abdallah, D. M. Plumbley, and E. M. Davies, Probabilistic Modeling Paradigms for Audio Source Separation, Machine Audition: Principles, Algorithms and Systems, pp.162-185, 2010.
DOI : 10.4018/978-1-61520-919-4.ch007

URL : https://hal.archives-ouvertes.fr/inria-00544016