A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. - Xiaoyu Bie; Laurent Girin; Simon Leglaive; Thomas Hueber; Xavier Alameda-Pineda (Interspeech, 2021)

Multi-Person Extreme Motion Prediction with Cross-Interaction Attention. - Wen Guo; Xiaoyu Bie; Xavier Alameda-Pineda; Francesc Moreno-Noguer (CoRR, 2021)

Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. - Xiaoyu Bie; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin (CoRR, 2021)

Dynamical Variational Autoencoders: A Comprehensive Review. - Laurent Girin; Simon Leglaive; Xiaoyu Bie; Julien Diard; Thomas Hueber; Xavier Alameda-Pineda (Found. Trends Mach. Learn., 2021)

ExPI Dataset. - Wen Guo; Xiaoyu Bie; Francesc Moreno-Noguer; Xavier Alameda-Pineda (Zenodo, 2021)

ExPI Dataset. - Wen Guo; Xiaoyu Bie; Francesc Moreno-Noguer; Xavier Alameda-Pineda (Zenodo, 2021)

Multi-Person Extreme Motion Prediction. - Wen Guo; Xiaoyu Bie; Xavier Alameda-Pineda; Francesc Moreno-Noguer (CVPR, 2022)

HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE. - Xiaoyu Bie; Wen Guo; Simon Leglaive; Laurent Girin; Francesc Moreno-Noguer; Xavier Alameda-Pineda (CoRR, 2022)

Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. - Xiaoyu Bie; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Speech Modeling with a Hierarchical Transformer Dynamical VAE. - Xiaoyu Lin; Xiaoyu Bie; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda (ICASSP, 2023)

Using Random Codebooks for Audio Neural AutoEncoders. - Benoît Giniès; Xiaoyu Bie; Olivier Fercoq; Gaël Richard (EUSIPCO, 2024)

Wavetransfer: A Flexible End-to-End Multi-Instrument Timbre Transfer with Diffusion. - Teysir Baoueb; Xiaoyu Bie; Hicham Janati; Gaël Richard (MLSP, 2024)

Learning Source Disentanglement in Neural Audio Codec. - Xiaoyu Bie; Xubo Liu; Gaël Richard (ICASSP, 2025)

Diff-TONE: Timestep Optimization for iNstrument Editing in Text-to-Music Diffusion Models. - Teysir Baoueb; Xiaoyu Bie; Xi Wang; Gaël Richard (CoRR, 2025)