Mathieu Fontaine
Orcid: 0000-0002-7657-6271Affiliations:
- Télécom Paris, France
According to our database1,
Mathieu Fontaine
authored at least 33 papers
between 2017 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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Bibliography
2024
Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
A Lightweight Dual-Stage Framework for Personalized Speech Enhancement Based on Deepfilternet2.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Direction.
Proceedings of the IEEE International Conference on Acoustics, 2024
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2024
Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions.
CoRR, 2023
Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning.
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.
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.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation.
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.
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.
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.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2022
Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
IEEE Signal Process. Lett., 2021
Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Autoregressive Fast Multichannel Nonnegative Matrix Factorization For Joint Blind Source Separation And Dereverberation.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Signal Process. Lett., 2020
Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
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.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Processus alpha-stables pour le traitement du signal. (Alpha-stable processes for signal processing).
PhD thesis, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
2017
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the 25th European Signal Processing Conference, 2017