Articles

End-to-end brain-driven speech enhancement in multi-talker conditions
Maryam Hosseini, Luca Celotti, Éric Plourde
IEEE Transactions on Audio, Speech and Language Processing 2022
[paper]

Speaker-independent Brain Enhanced Speech Denoising
Maryam Hosseini, Luca Celotti, Éric Plourde
ICASSP 2021
[paper]

AriEL: Volume Coding for Sentence Generation Comparisons
Luca Celotti, Simon Brodeur, Jean Rouat
pre-print
[paper]

HoME: a Household Multimodal Environment
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron Courville
ICLR Workshop Paper
[paper] [project]

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents
Luca Celotti, Simon Brodeur, Jean Rouat
Visually Grounded Interaction and Language (ViGIL) 2018, NeurIPS Workshop
[paper]

Proposal of a Generative Model of Event-based Representations for Grounded Language Understanding
Simon Brodeur, Luca Celotti, Jean Rouat
GLU 2017 International Workshop on Grounding Language Understanding
[paper] [project]