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Scalable Source Localization with Multichannel Alpha-Stable Distributions

Mathieu Fontaine , Charles Vanwynsberghe , Antoine Liutkus , Roland Badeau
25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.11-15
Communication dans un congrès hal-01531252v1
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Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

Mathieu Fontaine , Fabian-Robert Stöter , Antoine Liutkus , Umut Şimşekli , Romain Serizel , et al.
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩
Communication dans un congrès lirmm-01766795v1
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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 , et al.
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2368 - 2382. ⟨10.1109/taslp.2022.3190734⟩
Article dans une revue hal-03821125v1
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Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation

Aditya Arie Nugraha , Kouhei Sekiguchi , Mathieu Fontaine , Yoshiaki Bando , Kazuyoshi Yoshii
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore
Communication dans un congrès hal-03637425v1
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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
17th International Workshop on Acoustic Signal Enhancement (IWAENC 2022), 2022, Bamberg, Germany
Communication dans un congrès hal-03821095v1
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GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model

Haocheng Liu , Teysir Baoueb , Mathieu Fontaine , Jonathan Le Roux , Gael Richard
IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul (Korea), South Korea
Communication dans un congrès hal-04424100v1
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Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis

Victor Letzelter , Mathieu Fontaine , Mickaël Chen , Patrick Pérez , Slim Essid , et al.
Advances in neural information processing systems, Dec 2023, New Orleans, United States
Communication dans un congrès hal-04216055v1
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Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation

Mathieu Fontaine , Kouhei Sekiguchi , Aditya Nugraha , Yoshiaki Bando , Kazuyoshi Yoshii
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, pp.1-1. ⟨10.1109/TASLP.2022.3172631⟩
Article dans une revue hal-03657196v1
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Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization

Mathieu Fontaine , Diego Di Carlo , Kouhei Sekiguchi , Aditya Arie Nugraha , Yoshiaki Bando , et al.
2022
Pré-publication, Document de travail hal-03608767v1
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Sketching for nearfield acoustic imaging of heavy-tailed sources

Mathieu Fontaine , Charles Vanwynsberghe , Antoine Liutkus , Roland Badeau
13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Feb 2017, Grenoble, France. pp.80-88, ⟨10.1007/978-3-319-53547-0_8⟩
Communication dans un congrès hal-01401988v1
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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 , et al.
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), 2022, Kyoto, France
Communication dans un congrès hal-03727169v1
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Cauchy Multichannel Speech Enhancement with a Deep Speech Prior

Mathieu Fontaine , Aditya Arie Nugraha , Roland Badeau , Kazuyoshi Yoshii , Antoine Liutkus
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. ⟨10.23919/EUSIPCO.2019.8903091⟩
Communication dans un congrès hal-02288063v1
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A LIGHTWEIGHT DUAL-STAGE FRAMEWORK FOR PERSONALIZED SPEECH ENHANCEMENT BASED ON DEEPFILTERNET2

Thomas Serre , Mathieu Fontaine , Éric Benhaim , Geoffroy Dutour , Slim Essid
ICASSP, Apr 2024, Seoul (Korea), South Korea
Communication dans un congrès hal-04541350v1
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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 , et al.
INTERSPEECH, 2022, Incheon, South Korea
Communication dans un congrès hal-03727181v1
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ONLINE SPEAKER DIARIZATION OF MEETINGS GUIDED BY SPEECH SEPARATION

Elio Gruttadauria , Mathieu Fontaine , Slim Essid
IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul (Korea), South Korea
Communication dans un congrès hal-04419041v1
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SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis

Teysir Baoueb , Haocheng Liu , Mathieu Fontaine , Jonathan Le Roux , Gael Richard
IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul (Korea), South Korea
Communication dans un congrès hal-04423979v1
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NEURAL STEERER: NOVEL STEERING VECTOR SYNTHESIS WITH A CAUSAL NEURAL FIELD OVER FREQUENCY AND DIRECTION

Diego Di Carlo , Aditya Arie Nugraha , Mathieu Fontaine , Yoshiaki Bando , Kazuyoshi Yoshii
ICASSP, Apr 2024, Seoul (Korea), South Korea
Communication dans un congrès hal-04479188v1
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Separation of Alpha-Stable Random Vectors

Mathieu Fontaine , Roland Badeau , Antoine Liutkus
Signal Processing, 2020, pp.107465. ⟨10.1016/j.sigpro.2020.107465⟩
Article dans une revue hal-02433213v1
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Processus alpha-stables pour le traitement du signal

Mathieu Fontaine
Traitement du signal et de l'image [eess.SP]. Université de Lorraine, 2019. Français. ⟨NNT : 2019LORR0037⟩
Thèse tel-02188304v1
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Explaining the Parameterized Wiener Filter with Alpha-Stable Processes

Mathieu Fontaine , Antoine Liutkus , Laurent Girin , Roland Badeau
WASPAA 2017 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2017, New Paltz, New York, United States
Communication dans un congrès hal-01548508v1