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
相关论文
共 50 条
  • [1] Dealing with prosody in a text-to-speech system
    Goldsmith J.
    International Journal of Speech Technology, 1999, 3 (1) : 51 - 63
  • [2] Summarization of Spontaneous Speech using Automatic Speech Recognition and a Speech Prosody based Tokenizer
    Szaszak, Gyorgy
    Tundik, Mate Akos
    Beke, Andras
    KDIR: PROCEEDINGS OF THE 8TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT - VOL. 1, 2016, : 221 - 227
  • [3] The role of speech prosody and text reading prosody in children's reading comprehension
    Veenendaal, Nathalie J.
    Groen, Margriet A.
    Verhoeven, Ludo
    BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY, 2014, 84 (04) : 521 - 536
  • [4] Thinking probabilistically in the study of intonational speech prosody
    Kurumada, Chigusa
    Roettger, Timo B.
    WILEY INTERDISCIPLINARY REVIEWS-COGNITIVE SCIENCE, 2022, 13 (01)
  • [5] Evaluation of Prosody in Text-to-Speech Synthesis System of Bangla
    Basu, Tulika
    Saha, Arup
    2013 INTERNATIONAL CONFERENCE ORIENTAL COCOSDA HELD JOINTLY WITH 2013 CONFERENCE ON ASIAN SPOKEN LANGUAGE RESEARCH AND EVALUATION (O-COCOSDA/CASLRE), 2013,
  • [6] The relative contribution of computer assisted prosody training vs. instructor based prosody teaching in developing speaking skills by interpreter trainees: An experimental study
    Yenkimaleki, Mahmood
    van Heuven, Vincent J.
    SPEECH COMMUNICATION, 2019, 107 : 48 - 57
  • [7] VERBMOBIL:: The use of prosody in the linguistic components of a speech understanding system
    Nöth, E
    Batliner, A
    Kiessling, A
    Kompe, R
    Niemann, H
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2000, 8 (05): : 519 - 532
  • [8] SPeech Phonetization Alignment and Syllabification (SPPAS): a tool for the automatic analysis of speech prosody
    Bigi, Brigitte
    Hirst, Daniel
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON SPEECH PROSODY, VOLS I AND II, 2012, : 19 - 22
  • [9] Speech prosody in cerebellar ataxia
    Casper, Maureen A.
    Raphael, Lawrence J.
    Harris, Katherine S.
    Geibel, Jennifer M.
    INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS, 2007, 42 (04) : 407 - 426
  • [10] Speech Prosody in Mental Disorders
    Ding, Hongwei
    Zhang, Yang
    ANNUAL REVIEW OF LINGUISTICS, 2023, 9 : 335 - 355