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
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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6233888
