I am a Postdoc fellow at Robotlearn team from July 2024 to December 2024.
Previously, I was a PhD student in the Perception/Robotlearn team from November 1st 2020 to June 2024.
I defended my PhD thesis on June 26th 2024.
Contact
- INRIA Grenoble Rhone-Alpes
655, avenue de l’Europe
38330 Montbonnot Saint-Martin
France - Email: xiaoyu dot lin at inria dot fr
Publications
2024
Journal articles
- titre
- Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation
- auteur
- Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
- article
- Transactions on Machine Learning Research Journal, 2024, pp.1-19
- Accès au texte intégral et bibtex
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Theses
- titre
- Deep latent-variable generative models for multimedia processing
- auteur
- Xiaoyu Lin
- article
- Machine Learning [cs.LG]. Université Grenoble Alpes [2020-..], 2024. English. ⟨NNT : 2024GRALM027⟩
- Accès au texte intégral et bibtex
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2023
Conference papers
- titre
- Unsupervised speech enhancement with deep dynamical generative speech and noise models
- auteur
- Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
- article
- Interspeech 2023 – 24th Annual Conference of the International Speech Communication Association, ISCA, Aug 2023, Dublin, Ireland. pp.1-5
- Accès au bibtex
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- titre
- Speech Modeling with a Hierarchical Transformer Dynamical VAE
- auteur
- Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
- article
- ICASSP 2023 – IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096751⟩
- Accès au bibtex
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