Speaker-independent machine lip-reading with speaker-dependent viseme classifiers

Bear, Helen L., Cox, Stephen and Harvey, Richard (2015) Speaker-independent machine lip-reading with speaker-dependent viseme classifiers. In: FAAVSP 2015, 2015-09-11 - 2015-09-13, Austria.

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Abstract

In machine lip-reading, which is identification of speech from visual-only information, there is evidence to show that visual speech is highly dependent upon the speaker (Cox et al, 2008). Here, we use a phoneme-clustering method to form new phoneme-to-viseme maps for both individual and multiple speakers. We use these maps to examine how similarly speakers talk visually. We conclude that broadly speaking, speakers have the same repertoire of mouth gestures, where they differ is in the use of the gestures.

Item Type: Conference or Workshop Item (Paper)
Faculty \ School: Faculty of Science
Faculty of Science > School of Computing Sciences
Depositing User: Pure Connector
Date Deposited: 25 Jul 2015 06:50
Last Modified: 27 Jun 2020 23:27
URI: https://ueaeprints.uea.ac.uk/id/eprint/53966
DOI:

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