Check our Open Access Repository.
2022
5 publication(s):
Articles
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Unsupervised Speech Enhancement using Dynamical Variational Autoencoders
- Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
- IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2993 - 3007.
- DOI : https://doi.org/10.1109/TASLP.2022.3207349
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Workshop/conference papers
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Expectation-Maximization Based Defense Mechanism for Distributed Model Predictive Control
- Rafael Accácio Nogueira, Romain Bourdais, Simon Leglaive, Hervé Guéguen
- 9th IFAC Conference on Networked Systems (NecSys22), Jul 2022, Zürich, Switzerland.
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Les auto-encodeurs variationnels dynamiques et leur application à la modélisation de spectrogrammes de parole
Dynamical variational autoencoders and their application to speech spectrogram modeling
- Laurent Girin, Xiaoyu Bie, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
- Les auto-encodeurs variationnels dynamiques et leur application à la modélisation de spectrogrammes de parole. JEP 2022 - 34e Journées d’Études sur la Parole, Université de Nantes, Jun 2022, Noirmoutier, France. pp.655-663,
- DOI : https://doi.org/10.21437/JEP.2022-69
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Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition
Pipeline d'apprentissage par transfert multi-étapes basé sur des séquences d'images RVB pour la reconnaissance de l'activité des mains
- Yasser Mohamed Boutaleb, Catherine Soladie, Nam-Duong Duong, Jérôme Royan, Renaud Seguier
- Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition. 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), Feb 2022, Online Streaming, France. pp.839-848,
- DOI : https://doi.org/10.5220/0010856200003124
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Learning and controlling the source-filter representation of speech with a variational autoencoder
- Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Seguier
- CFA 2022 - 16ème Congrès Français d'Acoustique, Société Française d'Acoustique (SFA), Apr 2022, Marseille, France.
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