Title :
Computerized system to aid deaf children in speech learning
Author :
Riella, Rodrigo Jardim ; Linarth, André Guilherme ; Lippermann, Jr. ; Nohama, Percy
Author_Institution :
Programa de Pos-Graduacao em Informatica Aplicada, Pontificia Univ. Catolica do Parana, Curitiba, Brazil
Abstract :
Describes a voice analyzer, whose purpose is for deaf children´s assistance in the process of speech learning. The processing of the user´s speech signal is performed in real time in order to get an instantaneous feedback of the result of speech training. The aim of this analyzer is not to find the distinction between spoken words, the main objective of a speech recognizer, but to calculate a level of correctness in the toggle of a specific word. Voice signal analysis was developed through a digital signal processor (DSP), applying spectral analysis processes, extraction of voice´s formants, adaptation of formants to the standard levels in the domains of time and frequency and statistical matching of the acquired speech signal and the standard one, resulting from training. After calculating the correctness coefficient, the system gives off a visual feedback to the user in the form of a graphical animation, in accordance with the matching ratio, that will determine the progression on speech training.
Keywords :
computer based training; handicapped aids; paediatrics; patient rehabilitation; sensory aids; spectral analysis; speech intelligibility; speech processing; statistical analysis; computerized system; correctness coefficient; correctness level; deaf child assistance; digital signal processor; frequency domain; graphical animation; instantaneous feedback; matching ratio; real time; spectral analysis processes; speech learning; statistical matching; time domain; toggle; training; voice analyzer; voice formant extraction; voice signal analysis; Deafness; Digital signal processing; Digital signal processors; Feedback; Signal analysis; Signal processing; Speech analysis; Speech processing; Speech recognition; Standards development;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1020476