| 2025 | CAIP | Ensuring the Origin of Cytological Whole Slide Images Through Preparation and Scanner Detection. | Paul Barthe, Romain Brixtel, Mathieu Fontaine, Arnaud Renouf, Sbastien Bougleux, Olivier Lzoray |
| 2025 | ICASSP | A Hybrid Model for Weakly-Supervised Speech Dereverberation. | Louis Bahrman, Mathieu Fontaine, Gal Richard |
| 2025 | ICASSP | O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization. | Elio Gruttadauria, Mathieu Fontaine, Jonathan Le Roux, Slim Essid |
| 2025 | ICASSP | Contrastive Knowledge Distillation for Embedding Refinement in Personalized Speech Enhancement. | Thomas Serre, Mathieu Fontaine, ric Benhaim, Slim Essid |
| 2025 | Interspeech | Unified Variational and Physics-aware Model for Room Impulse Response Estimation. | Louis Lalay, Mathieu Fontaine, Roland Badeau |
| 2025 | Interspeech | MTSE: Multi-Target Speaker Extraction for Conversation Scenarios. | Thomas Serre, Mathieu Fontaine, Eric Benhaim, Slim Essid |
| 2024 | ICASSP | SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. | Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | ICASSP | 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 |
| 2024 | ICASSP | Online Speaker Diarization of Meetings Guided by Speech Separation. | Elio Gruttadauria, Mathieu Fontaine, Slim Essid |
| 2024 | ICASSP | GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. | Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | ICASSP | A Lightweight Dual-Stage Framework for Personalized Speech Enhancement Based on Deepfilternet2. | Thomas Serre, Mathieu Fontaine, ric Benhaim, Geoffroy Dutour, Slim Essid |
| 2024 | ICML | Winner-takes-all learners are geometry-aware conditional density estimators. | Victor Letzelter, David Perera, Cdric Rommel, Mathieu Fontaine, Slim Essid, Gal Richard, Patrick Prez |
| 2024 | Interspeech | Speech dereverberation constrained on room impulse response characteristics. | Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | Interspeech | RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation. | Liam Kelley, Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii |
| 2022 | ICASSP | Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation. | Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii |
| 2022 | Interspeech | 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 |
| 2022 | IROS | 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 |
| 2021 | ICASSP | Autoregressive Fast Multichannel Nonnegative Matrix Factorization For Joint Blind Source Separation And Dereverberation. | Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii |
| 2021 | Interspeech | 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 |
| 2020 | Interspeech | Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization. | Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Kazuyoshi Yoshii |
| 2011 | ICTAI | Guiding VNS with Tree Decomposition. | Mathieu Fontaine, Samir Loudni, Patrice Boizumault |
| 2010 | SCAM | Language-Independent Clone Detection Applied to Plagiarism Detection. | Romain Brixtel, Mathieu Fontaine, Boris Lesner, Cyril Bazin, Romain Robbes |