Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder. - Marc-Antoine Georges; Laurent Girin; Jean-Luc Schwartz; Thomas Hueber (Interspeech, 2021)

Repeat after Me: Self-Supervised Learning of Acoustic-to-Articulatory Mapping by Vocal Imitation. - Marc-Antoine Georges; Julien Diard; Laurent Girin; Jean-Luc Schwartz; Thomas Hueber (ICASSP, 2022)

Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE. - Marc-Antoine Georges; Jean-Luc Schwartz; Thomas Hueber (INTERSPEECH, 2022)

Apprentissage auto-supervisé des relations entre sons, gestes articulatoires et unités de la parole pour le contrôle de la production : vers un agent apprenant à parler. (Self-supervised learning of the relationships between sounds, gestures and units for the control of speech production : towards an agent learning to speak). - Marc-Antoine Georges (2023)