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
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;
Conference_Titel :
Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-6536-4
DOI :
10.1109/ICME.2000.869631