• DocumentCode
    419443
  • 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
  • Volume
    1
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    128
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334024
  • Filename
    1334024