DocumentCode :
2816526
Title :
Speech visualization simulation research for deaf-mute
Author :
Wang Jian ; Han Zhi-qiang ; Gao Li ; Shen Sheng-bao ; Han Zhi-yan
Author_Institution :
Coll. of Inf. Sci. & Eng., Bohai Univ., Jinzhou, China
Volume :
7
fYear :
2010
fDate :
22-24 Oct. 2010
Abstract :
Deaf-mutes have the stronger advantage of visual identification ability and visual memory ability for color, a new speech visualization method for deaf-mute was proposed,it created readable patterns by integrating different speech features into a single picture. Firstly, series preprocessing of speech signals were done. Secondly, extracting features were done, among them, using three formant features mapped principal color information, using the length of pronunciation mapped width information, using harmonic intensity mapped length information, and then all features used as the inputs of neural network, the outputs of neural network mapped the texture information. We evaluated the visualized speech in a preliminary test, the test result shows that the method has very good robustness, the correct answer rate reaches 94.56% of vowel and consonant, 85.75% of two-bopomofo and 78.05% of three-bopomofo.
Keywords :
data visualisation; feature extraction; speech processing; deaf-mute; feature extraction; harmonic intensity mapped length information; mapped principal color information; neural network; pronunciation mapped width information; readable pattern; speech feature; speech signal; speech visualization simulation; visual identification ability; visual memory ability; visualized speech; Mel frequency cepstral coefficient; Speech; Visualization; integrating feature; neural network; speech signal; visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
Type :
conf
DOI :
10.1109/ICCASM.2010.5619438
Filename :
5619438
Link To Document :
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