DocumentCode :
3474934
Title :
A basic study on talking aid and voice clarification for the hearing disorder persons
Author :
Yamaguchi, Shin´ya ; Sankai, Yoshiyuki
Author_Institution :
Doctoral Program in Eng., Tsukuba Univ., Japan
Volume :
6
fYear :
1999
fDate :
1999
Firstpage :
358
Abstract :
The voice of the handicapped who have lost their hearing is unclear. We propose a voice clarification system which consists of the voice recognition and voice clarification by monitoring the voice signal via a microphone and the shape pattern of mouth via a CCD camera, and by generating the clarified voice through the speaker. In order to recognize their voices, we adopt two methods: 1) a linear prediction coding cepstrum (LPC cepstrum), and 2) a neural network. The LPC cepstrum obtains the characteristic vector which is calculated by the frequency ingredient, and the neural network performs the pattern recognition for the typical wave shape corresponding to the each vowel. Furthermore, the image recognition system recognizes the shape pattern of mouth, based on the color information, estimation rules and membership functions. We confirm the efficiency of this total system to recognize the vowels
Keywords :
computer vision; handicapped aids; image recognition; linear predictive coding; neural nets; speech recognition; CCD camera; computer vision; hearing disorder persons; image recognition; linear prediction coding cepstrum; mouth shape pattern; neural network; talking aid; voice clarification; voice recognition; Auditory system; Cepstrum; Image recognition; Linear predictive coding; Monitoring; Mouth; Neural networks; Pattern recognition; Shape; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
ISSN :
1062-922X
Print_ISBN :
0-7803-5731-0
Type :
conf
DOI :
10.1109/ICSMC.1999.816578
Filename :
816578
Link To Document :
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