Emmanuel Dupoux
EHESS professor in the Cognitive Machine Learning team; co-author of FAIR's generative spoken language work
- Professor (EHESS), Cognitive machine learning team, EHESS (Laboratoire de Sciences Cognitives et Psycholinguistique)1
Emmanuel Dupoux is a professor at EHESS and a member of the Laboratoire de Sciences Cognitives et Psycholinguistique at the École normale supérieure, in the Cognitive Machine Learning (CoML) team. CoML describes its work as reverse engineering early language acquisition with unsupervised algorithms that discover speech and language units from raw sensory data, and building open-source cognitive tests that compare artificial systems with human performance. Dupoux is a co-author of On Generative Spoken Language Modeling from Raw Audio, a paper whose authors are listed at Facebook AI Research, with Dupoux also at EHESS.1234
Work
Generative Spoken Language Modeling (GSLM) (external site: arxiv.org)Published research
Last-listed co-author of On Generative Spoken Language Modeling from Raw Audio (2021), which introduces the task of learning a language's acoustic and linguistic characteristics from raw audio without text; the paper lists the authors at Facebook AI Research.34
Other documented roles
Roles the sources document but that are not confirmed as current.
- Listed with Facebook AI Research, and also at EHESS, on the generative spoken language modeling paper (2021), Facebook AI Research (Meta)4
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