Audio Source Separation and Speech Enhancement, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01881431
Multichannel audio source separation with deep neural networks, IEEE/ACM Trans. ASLP, vol.24, issue.9, pp.1652-1664, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01163369
A generic neural acoustic beamforming architecture for robust multi-channel speech processing, Computer Speech & Language, vol.46, pp.374-385, 2017. ,
Multichannel signal processing with deep neural networks for automatic speech recognition, IEEE/ACM Trans. ASLP, vol.25, issue.5, pp.965-979, 2017. ,
An analysis of environment, microphone and data simulation mismatches in robust speech recognition, Computer Speech & Language, vol.46, pp.535-557, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01399180
Statistical speech enhancement based on probabilistic integration of variational autoencoder and non-negative matrix factorization, Proc. IEEE ICASSP, pp.716-720, 2018. ,
A variance modeling framework based on variational autoencoders for speech enhancement, Proc. IEEE MLSP, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01832826
Bayesian multichannel speech enhancement with a deep speech prior, Proc. APSIPA, pp.1233-1239, 2018. ,
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization, Proc. IEEE ICASSP, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02005102
Speech enhancement with variational autoencoders and alpha-stable distributions, Proc. IEEE ICASSP, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02005106
Auto-encoding variational Bayes, Proc. ICLR, 2014. ,
Learning the parts of objects by nonnegative matrix factorization, Nature, vol.401, issue.6755, pp.788-791, 1999. ,
SVD based initialization: A head start for nonnegative matrix factorization, Pattern Recognition, vol.41, issue.4, pp.1350-1362, 2008. ,
Applications of "Student's" distribution, Metron, vol.5, issue.3, pp.90-104, 1925. ,
Speech enhancement in the DFT domain using Laplacian speech priors, Proc. IWAENC, vol.3, pp.87-90, 2003. ,
Stable non-Gaussian random processes: stochastic models with infinite variance, 1994. ,
Alphastable multichannel audio source separation, Proc. IEEE ICASSP, pp.576-580, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01416366
Multichannel audio modeling with elliptically stable tensor decomposition, Proc. LVA/ICA, pp.13-23, 2018. ,
URL : https://hal.archives-ouvertes.fr/lirmm-01766795
Alpha-stable low-rank plus residual decomposition for speech enhancement, Proc. IEEE ICASSP, 2018. ,
Explaining the parameterized Wiener filter with alpha-stable processes, Proc. WASPAA, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01548508
Cauchy nonnegative matrix factorization, Proc. WASPAA, pp.1-5, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01170924
Student's t multichannel nonnegative matrix factorization for blind source separation, Proc. IWAENC, pp.1-5, 2016. ,
Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation, EURASIP J. on Adv. in Signal Process, vol.2018, issue.1, pp.1-25, 2018. ,
Indirect estimation of elliptical stable distributions, Computational Statistics & Data Analysis, vol.53, issue.6, pp.2309-2324, 2009. ,
Multivariate stable distributions, Journal of Multivariate Analysis, vol.2, issue.4, pp.444-462, 1972. ,
Algorithms for nonnegative matrix factorization with the ?-divergence, Neural Computation, vol.23, issue.9, pp.2421-2456, 2011. ,
Under-determined reverberant audio source separation using a full-rank spatial covariance model, IEEE Trans. ASLP, vol.18, issue.7, pp.1830-1840, 2010. ,
URL : https://hal.archives-ouvertes.fr/inria-00435807
Projection-based demixing of spatial audio, IEEE/ACM Trans. ASLP, vol.24, issue.9, pp.1556-1568, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01260588
On information and sufficiency, Ann. Math. Statist, vol.22, issue.1, pp.79-86, 1951. ,
Generalized Wiener filtering with fractional power spectrograms, Proc. IEEE ICASSP, pp.266-270, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01110028
Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation, IEEE Trans. ASLP, vol.18, issue.3, pp.550-563, 2009. ,
First stereo audio source separation evaluation campaign: Data, algorithms and results, Proc. ICA, pp.552-559, 2007. ,
URL : https://hal.archives-ouvertes.fr/inria-00544199
862 : Perceptual evaluation of speech quality (PESQ): An objective method for end-to-end speech quality assessment of narrowband telephone networks and speech codecs, 2001. ,
An algorithm for intelligibility prediction of time-frequency weighted noisy speech, IEEE Trans. ASLP, vol.19, issue.7, pp.2125-2136, 2011. ,
Adam: A method for stochastic optimization, Proc. ICLR, 2015. ,
On the difficulty of training recurrent neural networks, Proc. ICML, pp.1310-1318, 2013. ,
Weight normalization: A simple reparameterization to accelerate training of deep neural networks, Proc. NIPS, pp.901-909, 2016. ,
Ladder variational autoencoders, Proc. NIPS, pp.3738-3746, 2016. ,