Mathieu Fontaine

According to our database, Mathieu Fontaine authored at least 27 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model.

Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard

CoRR, 2024

SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis.

Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard

CoRR, 2024

Online speaker diarization of meetings guided by speech separation.

Elio Gruttadauria, Mathieu Fontaine, Slim Essid

CoRR, 2024

2023

Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions.

Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii

CoRR, 2023

Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning.

Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis.

Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Autoregressive Moving Average Jointly-Diagonalizable Spatial Covariance Analysis for Joint Source Separation and Dereverberation.

Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation.

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii

IEEE ACM Trans. Audio Speech Lang. Process., 2022

DNN-free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online Fastmnmf.

Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments.

Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments.

Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii

Proceedings of the Interspeech 2022, 2022

Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation.

Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii

Proceedings of the IEEE International Conference on Acoustics, 2022

Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization.

Mathieu Fontaine, Diego Di Carlo, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Neural Full-Rank Spatial Covariance Analysis for Blind Source Separation.

Yoshiaki Bando, Kouhei Sekiguchi, Yoshiki Masuyama, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii

IEEE Signal Process. Lett., 2021

Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation.

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Autoregressive Fast Multichannel Nonnegative Matrix Factorization For Joint Blind Source Separation And Dereverberation.

Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Flow-Based Independent Vector Analysis for Blind Source Separation.

Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii

IEEE Signal Process. Lett., 2020

Separation of alpha-stable random vectors.

Mathieu Fontaine, Roland Badeau, Antoine Liutkus

Signal Process., 2020

Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization.

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Kazuyoshi Yoshii

Proceedings of the Interspeech 2020, 2020

Fast Multichannel Correlated Tensor Factorization for Blind Source Separation.

Kazuyoshi Yoshii, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Aditya Arie Nugraha

Proceedings of the 28th European Signal Processing Conference, 2020

Semi-supervised Multichannel Speech Separation Based on a Phone- and Speaker-Aware Deep Generative Model of Speech Spectrograms.

Yicheng Du, Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Processus alpha-stables pour le traitement du signal. (Alpha-stable processes for signal processing).

Mathieu Fontaine

PhD thesis, 2019

Cauchy Multichannel Speech Enhancement with a Deep Speech Prior.

Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition.

Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Explaining the parameterized wiener filter with alpha-stable processes.

Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources.

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Scalable source localization with multichannel α-stable distributions.

Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau

Proceedings of the 25th European Signal Processing Conference, 2017