Title :
Speech driven facial animation using a hidden Markov coarticulation model
Author :
Cosker, Darren ; Marshall, Dave ; Rosin, Paul L. ; Hicks, Yulia
Author_Institution :
Sch. of Comput. Sci., Cardiff Univ., UK
Abstract :
We present a hierarchical image based facial model which is driven from speech. It incorporates a novel modelling and synthesis algorithm for learning and producing coarticulated mouth animation. We demonstrate using the hierarchical model how animation of the entire face may be created solely from animations of the mouth and how colour may be reincorporated and reproduced compactly without explicitly being modelled. We then consider and evaluate methods of merging animations from several different facial areas for delivery of output.
Keywords :
computer animation; hidden Markov models; image colour analysis; speech; speech synthesis; coarticulated mouth animation; hidden Markov coarticulation model; hierarchical image based facial model; image colour analysis; speech driven facial animation; speech synthesis algorithm; Computer science; Data mining; Degradation; Facial animation; Hidden Markov models; Merging; Mouth; Principal component analysis; Shape; Speech synthesis;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1334024