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Lip Reading Sentences in the Wild

Abstract:

The goal of this work is to recognise phrases and sentences being spoken by a talking face, with or without the audio. Unlike previous works that have focussed on recognising a limited number of words or phrases, we tackle lip reading as an open-world problem – unconstrained natural language sentences, and in the wild videos. Our key contributions are: (1) a Watch, Listen, Attend and Spell (WLAS) network that learns to transcribe videos of mouth motion to characters, (2) a curriculum learning...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Publisher copy:
10.1109/CVPR.2017.367

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Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Vinyals, O More by this author
More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Oxford college:
Brasenose College
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Publication date:
2017-11-09
Acceptance date:
2017-03-03
DOI:
ISSN:
1063-6919
Pubs id:
pubs:744765
URN:
uri:8fd265a4-430b-464c-902c-8fc2c3dcd33a
UUID:
uuid:8fd265a4-430b-464c-902c-8fc2c3dcd33a
Local pid:
pubs:744765

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