• DocumentCode
    356686
  • Title

    Speech-to-face movement synthesis based on HMMS

  • Author

    Kakihara, Kiyotsugu ; Nakamura, Satoshi ; Shikano, Kiyohiro

  • Author_Institution
    Graduate Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Japan
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    427
  • Abstract
    The paper describes a talking face generation system with natural and communicative reality. If face movements are synthesized well enough for natural communication, a lot of benefits will be brought for the human-machine communication. We have already proposed a speech driven HMM-based lip movement synthesis, and also shown that the quality is drastically improved by considering succeeding visemes. The paper describes extension of our system to full face movement generation, and proposes a method considering both of preceding and succeeding viseme contexts. The experiments show the proposed method generates natural and accurate talking faces from audio speech inputs
  • Keywords
    hidden Markov models; human factors; image processing; interactive systems; principal component analysis; speech processing; user interfaces; HMMS; accurate talking face generation; audio speech inputs; communicative reality; full face movement generation; hidden Markov models; human-machine communication; natural communication; speech driven HMM-based lip movement synthesis; speech-to-face movement synthesis; succeeding viseme contexts; talking face generation system; visemes; Deformable models; Face; Hidden Markov models; Image generation; Information science; Magnetic heads; Position measurement; Signal mapping; Signal synthesis; Speech synthesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on
  • Conference_Location
    New York, NY
  • Print_ISBN
    0-7803-6536-4
  • Type

    conf

  • DOI
    10.1109/ICME.2000.869631
  • Filename
    869631