Gamma Markov random fields for audio source modeling, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.3, pp.589-601, 2010. ,
Smooth nonnegative matrix factorization for unsupervised audiovisual document structuring, IEEE Transactions on Multimedia, vol.15, issue.2, pp.415-425, 2013. ,
Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization, Proceedings of IEEE International Conference on Audio, Speech and Signal Processing, 2011. ,
Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis, Neural Computation, vol.21, issue.3, pp.793-830, 2009. ,
Algorithms for nonnegative matrix factorization with the beta-divergence, Neural Computation, vol.23, issue.9, pp.2421-2456, 2011. ,
Non-negative dynamical system with application to speech and audio, Proceedings of IEEE International Conference on Audio, Speech and Signal Processing, 2013. ,
, Time Series Analysis, 1994.
New Introduction to Multiple Time Series Analysis, 2005. ,
Nonnegative HMM for babble noise derived from speech HMM: Application to speech enhancement, IEEE Transactions on Audio, Speech, and Language Processing, vol.21, issue.5, pp.998-1011, 2013. ,
Prediction based filtering and smoothing to exploit temporal dependencies in NMF, Proceedings of IEEE International Conference on Audio, Speech and Signal Processing, 2013. ,
A state-space approach to dynamic nonnegative matrix factorization, IEEE Transactions on Signal Processing, vol.63, issue.4, pp.949-959, 2015. ,
A Non-negative Framework for Joint Modeling of Spectral Structure and Temporal Dynamics in Sound Mixtures, 2010. ,
A block sparsity approach to multiple dictionary learning for audio modeling, Proceedings of International Conference on Machine Learning Workshop on Sparsity, Dictionaries, and Projections in Machine Learning and Signal Processing, 2012. ,
Variational inference in non-negative factorial hidden Markov models for e cient audio source separation, Proceedings of International Conference on Machine Learning, 2012. ,
A non-negative approach to semi-supervised separation of speech from noise with the use of temporal dynamics, Proceedings of IEEE International Conference on Audio, Speech and Signal Processing, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01084331
A non-negative approach to language informed speech separation, Proceedings of International Conference on Latent Variable Analysis and Signal Separation, 2012. ,
Non-negative hidden Markov modeling of audio with application to source separation, Proceedings of International Conference on Latent Variable Analysis and Signal Separation, 2010. ,
Bayesian nonparametric spectrogram modeling based on infinite factorial infinite hidden Markov model, Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011. ,
Nonnegative matrix factorization with Markov-chained bases for modeling time-varying patterns in music spectrograms, Proceedings of International Conference on Latent Variable Analysis and Signal Separation, 2010. ,
Sound recognition in mixtures, Proceedings of International Conference on Latent Variable Analysis and Signal Separation, 2012. ,
Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint, Neurocomputing, vol.72, pp.88-101, 2008. ,
Factorial scaled hidden Markov model for polyphonic audio representation and source separation, Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009. ,
URL : https://hal.archives-ouvertes.fr/inria-00553336
A tutorial on hidden Markov models and selected applications in speech recognition, Proceedings of the IEEE, vol.77, pp.257-286, 1989. ,
Convolutive speech bases and their application to supervised speech separation, IEEE Transactions on Audio, Speech, and Language Processing, vol.15, issue.1, pp.1-12, 2007. ,
Static and dynamic source separation using nonnegative factorizations: A unified view, IEEE Signal Processing Magazine, vol.31, issue.3, pp.66-75, 2014. ,
Shift-invariant probabilistic latent component analysis, 2007. ,
A probabilistic latent variable model for acoustic modeling, Proceedings of Neural Information Processing Systems Workshop on Advances in Models for Acoustic Processing, 2006. ,
Supervised and semi-supervised separation of sounds from single-channel mixtures, Proceedings of International Conference on Independent Component Analysis and Signal Separation, 2007. ,
Monaural sound source separation by non-negative matrix factorization with temporal continuity and sparseness criteria, IEEE Transactions on Audio, Speech, and Language Processing, vol.15, issue.3, pp.1066-1074, 2007. ,
Bayesian extensions to non-negative matrix factorisation for audio signal modelling, Proceedings of IEEE International Conference on Audio, Speech and Signal Processing, 2008. ,
A multiplicative algorithm for convolutive non-negative matrix factorization based on squared Euclidean distance, IEEE Transactions on Signal Processing, vol.57, issue.7, pp.2858-2864, 2009. ,
Infinite composite autoregressive models for music signal analysis, Proceedings of International Society for Music Information Retrieval Conference, 2012. ,