DocumentCode :
3157909
Title :
A Natural Chinese speech Driven Mouth Animation System
Author :
Xu, Ming ; Ouyang, Jianjun ; Huang, Yunsen
Author_Institution :
Inf. Center, Shenzhen Univ., Shenzhen
fYear :
2007
fDate :
22-24 Aug. 2007
Firstpage :
642
Lastpage :
646
Abstract :
Distinguish with phoneme based human mouth animation researches, this paper presents a novel natural speech driven mouth animation approach. To recognize the mouth shapes sequence from continuous speech, the context-dependent viseme (triseme) modeling technique is employed for acquiring the trisemic HMMs. To obtain the robust model parameters with the limited training data, the states tying procedure is introduced. Considering the compatibility and ambiguity issues, the visemic questions which assigned in the leaf nodes of decision tree are generated that based on the training data. With the modeled HMM parameters, the Viterbi beam searching algorithm is applied to time align the trisemic sequences. Mapping the recognized trisemes to the corresponding MPEG-4 FAPs represented mouth shapes, the speaking mouth can be finally animated through a smoothing process. The experimental results demonstrate that the recognition accuracy is applicable and also the recognizing and aligning speed is acceptable in human vision range.
Keywords :
computer animation; hidden Markov models; image coding; image representation; image sequences; MPEG-4 FAP; Viterbi beam searching algorithm; context-dependent viseme modeling technique; mouth animation system; mouth shapes sequence; natural Chinese speech driven system; phoneme based human mouth animation; states tying procedure; triseme modeling technique; trisemic HMM; Animation; Context modeling; Hidden Markov models; Humans; Mouth; Natural languages; Robustness; Shape; Speech recognition; Training data; MPEG-4 FAPs; Speech driven; mouth animation; triseme; viseme;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Networking in China, 2007. CHINACOM '07. Second International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1008-8
Electronic_ISBN :
978-1-4244-1009-5
Type :
conf
DOI :
10.1109/CHINACOM.2007.4469473
Filename :
4469473
Link To Document :
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