Computer based speech prosody teaching system

被引:9
|
作者
Sztaho, David [1 ]
Kiss, Gabor [1 ]
Vicsi, Klara [1 ]
机构
[1] Budapest Univ Technol & Econ, Dept Telecommun & Media Informat, Lab Speech Acoust, Magyar Tudosok Korutja 2, H-1117 Budapest, Hungary
来源
COMPUTER SPEECH AND LANGUAGE | 2018年 / 50卷
关键词
Speech prosody; Intonation; Speech recognition; Speech aid; CAPT;
D O I
10.1016/j.csl.2017.12.010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Children who are born with a profound hearing loss have no or only distorted acoustic speech target to imitate and compare their own production with. Computer based visual feedback, visual presentation of speech on screen has shown to be an effective supplement of incomplete or distorted auditory feedback in the case of children with grave hearing-impairment. In this paper, we introduce a novel prosody teaching system where intensity (accent), intonation and rhythm are presented visually for the students (in both separate and combined display mode) as visual feedback and automatic assessment scores are given jointly and separately for the goodness of intonation and rhythm. Evaluation of the automatic assessment was done with cooperation of experts in the field of treatment of hard of hearing children. The results showed that the automatic assessment scores correspond to the subjective evaluations given by the teachers. The evaluation of the whole system was done in a school for hard of hearing children, by comparing the development of a group of students using our prosody teaching system with the development of a control group. The speaking ability of students were compared by a subjective listening experiment after a 3 months teaching course. The students who used the computer based prosody teaching software could produce nicer prosody than the students in the control group. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:126 / 140
页数:15
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