Speech driven MPEG-4 based face animation via neural network

	Speech driven MPEG-4 based face animation via neural network
	Chen, YQ ; Gao, W ; Wang, ZQ ; Zuo, L
	2001
发表期刊	ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS
ISSN	0302-9743
卷号	2195 页码:1108-1113
摘要	In this paper, some clustering and machine teaming methods are combined together to learn the correspondence between speech acoustic and MPEG-4 based face animation parameters. The features of audio and image sequences can be extracted from the large recorded audio-visual database. The face animation parameter (FAP) sequences can be computed and then clustered to FAP patterns. An artificial neural network (ANN) was trained to map the linear predictive coefficients (LPC) and some prosodic features of an individual's natural speech to FAP patterns. The performance of our system shows that the proposed teaming algorithm is suitable, which can greatly improve the realism of real time face animation during speech.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000174348000152
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13397
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Chen, YQ
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China 2.Harbin Inst Technol, Dept Comp Sci, Harbin 150001, Peoples R China
推荐引用方式 GB/T 7714	Chen, YQ,Gao, W,Wang, ZQ,et al. Speech driven MPEG-4 based face animation via neural network[J]. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS,2001,2195:1108-1113.
APA	Chen, YQ,Gao, W,Wang, ZQ,&Zuo, L.(2001).Speech driven MPEG-4 based face animation via neural network.ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS,2195,1108-1113.
MLA	Chen, YQ,et al."Speech driven MPEG-4 based face animation via neural network".ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS 2195(2001):1108-1113.