G. Jang, T. Lee, and Y. Oh, Single-channel signal separation using time-domain basis functions, IEEE Signal Processing Letters, vol.10, issue.6, pp.168-171, 2003.
DOI : 10.1109/LSP.2003.811630

B. Mijovi´cmijovi´c, M. De-vos, I. Gligorijevi´cgligorijevi´c, J. Taelman, and S. Van-huffel, Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis, IEEE Transactions on Biomedical Engineering, vol.57, issue.9, pp.2188-2196, 2010.
DOI : 10.1109/TBME.2010.2051440

P. Huang, M. Kim, M. Hasegawa-johnson, and P. Smaragdis, Deep learning for monaural speech separation, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.1562-1566, 2014.
DOI : 10.1109/ICASSP.2014.6853860

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.642.1937

B. Wang and M. D. Plumbley, Investigating single-channel audio source separation methods based on non-negative matrix factorization, Proc. ICA Research Network International Workshop, pp.17-20, 2006.

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), pp.220-224, 2014.
DOI : 10.1109/ICCE-Berlin.2014.7034263

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

C. Boutsidis and E. Gallopoulos, SVD based initialization: A head start for nonnegative matrix factorization, Pattern Recognition, vol.41, issue.4, pp.1350-1362, 2008.
DOI : 10.1016/j.patcog.2007.09.010

Y. Kim and S. Choi, A Method of Initialization for Nonnegative Matrix Factorization, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07, p.537, 2007.
DOI : 10.1109/ICASSP.2007.366291

A. N. Langville, C. D. Meyer, R. Albright, J. Cox, and D. Duling, Initializations for the nonnegative matrix factorization, Proceedings of the twelfth ACM SIGKDD international conference on knowledge discovery and data mining. Citeseer, pp.23-26, 2006.

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

B. Rivet, L. Girin, and C. Jutten, Mixing Audiovisual Speech Processing and Blind Source Separation for the Extraction of Speech Signals From Convolutive Mixtures, Audio, Speech, and Language Processing, pp.96-108, 2007.
DOI : 10.1109/TASL.2006.872619

URL : https://hal.archives-ouvertes.fr/hal-00174100

D. Lahat, T. Adali, and C. Jutten, Challenges in multimodal data fusion, Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European, pp.101-105, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01062366

N. Seichepine, S. Essid, C. Févotte, and O. Cappé, Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.3537-3541, 2013.
DOI : 10.1109/ICASSP.2013.6638316

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.641.1731

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.1-6, 2014.
DOI : 10.1109/MLSP.2014.6958922

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

J. Bhattacharya, P. P. Kanjilal, and V. Muralidhar, Analysis and characterization of photo-plethysmographic signal, IEEE Transactions on Biomedical Engineering, vol.48, issue.1, pp.5-11, 2001.
DOI : 10.1109/10.900243

D. Sodoyer, B. Rivet, L. Girin, C. Savariaux, J. Schwartz et al., A study of lip movements during spontaneous dialog and its application to voice activity detection, The Journal of the Acoustical Society of America, vol.125, issue.2, pp.1184-1196, 2009.
DOI : 10.1121/1.3050257

URL : https://hal.archives-ouvertes.fr/hal-00941145