Title :
Personal computer software vowel training aid for the hearing impaired
Author :
Zimmer, Anca M. ; Dai, Bingjun ; Zahorian, Stephen A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Old Dominion Univ., Norfolk, VA, USA
Abstract :
A vowel training aid system for hearing impaired persons which uses a Windows-based multimedia computer has been developed. The system provides two main displays which give visual feedback for vowels spoken in isolation and short word contexts. Feature extraction methods and neural network processing techniques provide a high degree of accuracy for speaker independent vowel training. The system typically provides correct classification of over 85% of steady state vowels spoken by adult male, adult female and child (both genders combined) speakers. Similar classification accuracy is also observed for vowels spoken in short words. Low cost and good performance make this system potentially useful for speech training at home
Keywords :
computer based training; computer software; feature extraction; handicapped aids; hearing aids; microcomputer applications; multimedia computing; neural nets; adult female; adult male; child; classification accuracy; correct classification; feature extraction methods; hearing impaired persons; home; low cost; neural network processing; performance; personal computer software vowel training aid; speaker independent vowel training; speech training; steady state vowels; visual feedback; Auditory system; Computer displays; Costs; Feature extraction; Microcomputers; Multimedia systems; Neural networks; Neurofeedback; Software; Steady-state;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.679666