Search Results for author: Vincent Roger

Found 2 papers, 0 papers with code

Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data

no code implementations9 Mar 2020 Vincent Roger, Jérôme Farinas, Julien Pinquier

In that sense we propose an overview of few-shot techniques and perspectives of using such techniques for the focused speech problems in this survey.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Semi-Supervised Learning via New Deep Network Inversion

no code implementations12 Nov 2017 Randall Balestriero, Vincent Roger, Herve G. Glotin, Richard G. Baraniuk

We exploit a recently derived inversion scheme for arbitrary deep neural networks to develop a new semi-supervised learning framework that applies to a wide range of systems and problems.

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