2 citations · 2 across the 1 of their papers we have counts for
4 papers
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
Changhan Wang, Morgane Rivière, Ann Lee +6
We introduce VoxPopuli, a large-scale multilingual corpus providing 100K hours of unlabelled speech data in 23 languages. It is the largest open data to date for unsupervised repre…
Low Bandwidth Video-Chat Compression using Deep Generative Models
Maxime Oquab, Pierre Stock, Oran Gafni +9
To unlock video chat for hundreds of millions of people hindered by poor connectivity or unaffordable data costs, we propose to authentically reconstruct faces on the receiver's de…
Population Based Training for Data Augmentation and Regularization in Speech Recognition
Daniel Haziza, Jérémy Rapin, Gabriel Synnaeve
Varying data augmentation policies and regularization over the course of optimization has led to performance improvements over using fixed values. We show that population based tra…
Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning
Francois Belletti, Daniel Haziza, Gabriel Gomes +1
This article shows how the recent breakthroughs in Reinforcement Learning (RL) that have enabled robots to learn to play arcade video games, walk or assemble colored bricks, can be…