Publications

Kazuyoshi Yoshii, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Aditya Arie Nugraha (2021). Fast Multichannel Correlated Tensor Factorization for Blind Source Separation.

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii (2021). Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation. Interspeech 2021.

Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii (2021). Autoregressive Fast Multichannel Nonnegative Matrix Factorization For Joint Blind Source Separation And Dereverberation. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Yicheng Du, Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara (2021). Semi-supervised Multichannel Speech Separation Based on a Phone-and Speaker-Aware Deep Generative Model of Speech Spectrograms. 2020 28th European Signal Processing Conference (EUSIPCO).

Yoshiaki Bando, Kouhei Sekiguchi, Yoshiki Masuyama, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii (2021). Neural Full-Rank Spatial Covariance Analysis for Blind Source Separation. IEEE Signal Processing Letters.

Kazuyoshi Yoshii, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Aditya Arie Nugraha (2021). Fast Multichannel Correlated Tensor Factorization for Blind Source Separation. 2020 28th European Signal Processing Conference (EUSIPCO).

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Kazuyoshi Yoshii (2020). Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization. Proc. Interspeech 2020.

Mathieu Fontaine, Roland Badeau, Antoine Liutkus (2020). Separation of alpha-stable random vectors. Signal Processing.

Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii (2020). Flow-Based Independent Vector Analysis for Blind Source Separation. IEEE Signal Processing Letters.

Mathieu Fontaine (2019). Processus alpha-stables pour le traitement du signal.

Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus (2019). Cauchy multichannel speech enhancement with a deep speech prior. 2019 27th European Signal Processing Conference (EUSIPCO).

Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Şimşekli, Romain Serizel, Roland Badeau (2018). Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. Latent Variable Analysis and Signal Separation.

Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Şimşekli, Romain Serizel, Roland Badeau (2018). Multichannel audio modeling with elliptically stable tensor decomposition. International Conference on Latent Variable Analysis and Signal Separation.

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau (2017). Sketching for nearfield acoustic imaging of heavy-tailed sources. International Conference on Latent Variable Analysis and Signal Separation.

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau (2017). Sketching for nearfield acoustic imaging of heavy-tailed sources. International Conference on Latent Variable Analysis and Signal Separation.

M. Fontaine, C. Vanwynsberghe, A. Liutkus, R. Badeau (2017). Scalable source localization with multichannel α-stable distributions. 2017 25th European Signal Processing Conference (EUSIPCO).

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau (2017). Scalable source localization with multichannel α-stable distributions. 2017 25th European Signal Processing Conference (EUSIPCO).

Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau (2017). Explaining the parameterized Wiener filter with alpha-stable processes. 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

M. Fontaine, A. Liutkus, L. Girin, R. Badeau (2017). Explaining the parameterized wiener filter with alpha-stable processes. 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).