DocumentCode
2544107
Title
Research on Chinese viseme based on fuzzy clustering and grey relation analysis
Author
Chuanzhen Rong ; Yue Zhenjun ; Wang Yuan ; Yang Yu
Author_Institution
Inst. of Sci., PLA Univ. Of Sci. & Tech., Nanjing, China
fYear
2012
fDate
29-31 May 2012
Firstpage
321
Lastpage
324
Abstract
In this paper, based on the characteristics of Chinese speech pronunciation, we firstly extract the lip features of consonant and vowels, use grey relation analysis to construct fuzzy similarity relation matrix for consonant and vowels, and then use fuzzy clustering to classify the consonant and vowels, at last we define 13 basic static visemes for Chinese. We realized a TTVS(Text-To-Visual Speech) system to verify the performance of the visemes.
Keywords
fuzzy set theory; grey systems; matrix algebra; natural languages; pattern clustering; Chinese speech pronunciation; Chinese viseme; TTVS system; fuzzy clustering; fuzzy similarity relation matrix; grey relation analysis; text-to-visual speech system; Animation; Correlation; Feature extraction; Speech; Speech recognition; Systematics; Transform coding; TTVS; fuzzy clustering; grey relation analysis; viseme;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location
Sichuan
Print_ISBN
978-1-4673-0025-4
Type
conf
DOI
10.1109/FSKD.2012.6233888
Filename
6233888
Link To Document