Mathieu Fontaine

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Venues

CoRR

ICASSP

EUSIPCO

IEEE Signal Process. Lett.

Télécom Paris, France (PHD)

Education History

Télécom Paris, France

PHD

Publications

Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez
Winner-takes-all learners are geometry-aware conditional density estimators. CoRR (2024)
Elio Gruttadauria, Mathieu Fontaine, Slim Essid
Online Speaker Diarization of Meetings Guided by Speech Separation. ICASSP (2024)
Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model. CoRR (2024)
Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
Speech dereverberation constrained on room impulse response characteristics. CoRR (2024)
Elio Gruttadauria, Mathieu Fontaine, Slim Essid
Online speaker diarization of meetings guided by speech separation. CoRR (2024)
Thomas Serre, Mathieu Fontaine, Éric Benhaim, Geoffroy Dutour, Slim Essid
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2. CoRR (2024)
Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. ICASSP (2024)
Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. ICASSP (2024)
Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. NeurIPS (2023)
Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. CoRR (2023)
Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions. CoRR (2023)
Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning. WASPAA (2023)
Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments. CoRR (2022)
Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara
Autoregressive Moving Average Jointly-Diagonalizable Spatial Covariance Analysis for Joint Source Separation and Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments. CoRR (2022)
Mathieu Fontaine, Diego Di Carlo, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii
Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization. EUSIPCO (2022)
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation. ICASSP (2022)
Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments. IROS (2022)
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii
Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments. INTERSPEECH (2022)
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation. CoRR (2022)
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
DNN-Free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online FastMNMF. CoRR (2022)
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
DNN-free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online Fastmnmf. IWAENC (2022)
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii
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
Autoregressive Fast Multichannel Nonnegative Matrix Factorization For Joint Blind Source Separation And Dereverberation. ICASSP (2021)
Yoshiaki Bando, Kouhei Sekiguchi, Yoshiki Masuyama, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii
Neural Full-Rank Spatial Covariance Analysis for Blind Source Separation. IEEE Signal Process. Lett. 28 (2021)
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii
Flow-Based Independent Vector Analysis for Blind Source Separation. IEEE Signal Process. Lett. 27 (2020)
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Kazuyoshi Yoshii
Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization. INTERSPEECH (2020)
Kazuyoshi Yoshii, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Aditya Arie Nugraha
Fast Multichannel Correlated Tensor Factorization for Blind Source Separation. EUSIPCO (2020)
Mathieu Fontaine, Roland Badeau, Antoine Liutkus
Separation of alpha-stable random vectors. Signal Process. 170 (2020)
Yicheng Du, Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara
Semi-supervised Multichannel Speech Separation Based on a Phone- and Speaker-Aware Deep Generative Model of Speech Spectrograms. EUSIPCO (2020)
Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus
Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO (2019)
Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA (2018)
Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
Scalable source localization with multichannel α-stable distributions. EUSIPCO (2017)
Mathieu Fontaine, Antoine Liutkus, Laurent Girin, Roland Badeau
Explaining the parameterized wiener filter with alpha-stable processes. WASPAA (2017)
Mathieu Fontaine, Charles Vanwynsberghe, Antoine Liutkus, Roland Badeau
Sketching for Nearfield Acoustic Imaging of Heavy-Tailed Sources. LVA/ICA (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mathieu Fontaine