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
  • [31] A MODEL FOR PREDICTING THE PROSODY OF SPONTANEOUS SPEECH (PPSS MODEL)
    ROSSI, M
    SPEECH COMMUNICATION, 1993, 13 (1-2) : 87 - 107
  • [32] Speech recognition enhancement based on wireless network sensors application in interactive intelligent teaching system
    Wang M.
    Measurement: Sensors, 2024, 31
  • [33] Speech intelligibility and prosody production in children with cochlear implants
    Chin, Steven B.
    Bergeson, Tonya R.
    Jennifer Phan
    JOURNAL OF COMMUNICATION DISORDERS, 2012, 45 (05) : 355 - 366
  • [34] Preserved appreciation of aesthetic elements of speech and music prosody in an amusic individual: A holistic approach
    Loutrari, Ariadne
    Lorch, Marjorie Perlman
    BRAIN AND COGNITION, 2017, 115 : 1 - 11
  • [35] Multimedia, multilingual teaching and training system for children with speech disorders
    Vicsi K.
    Roach P.
    Öster A.
    Kacic Z.
    Barczikay P.
    Tantos A.
    Csatári F.
    Bakcsi Zs.
    Sfakianaki A.
    International Journal of Speech Technology, 2000, 3 (3-4) : 289 - 300
  • [36] Prosody and motor speech disorders: A retrospective review of a merger that is imminent
    Boutsen, Frank
    Dvorak, Justin
    LINGUA, 2017, 199 : 50 - 59
  • [37] Prosody-dependent Acoustic Modeling for Mandarin Speech Recognition
    Chiu, Tzu-Hsuan
    Chiang, Chen-Yu
    Liao, Yuan-Fu
    Yang, Jyh-Her
    Wang, Yih-Ru
    Chen, Sin-Horng
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON SPEECH PROSODY, VOLS I AND II, 2012, : 139 - 142
  • [38] Cracking the social code of speech prosody using reverse correlation
    Ponsot, Emmanuel
    Burred, Juan Jose
    Belin, Pascal
    Aucouturier, Jean-Julien
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (15) : 3972 - 3977
  • [39] Using prosody in fixed stress languages for improvement of speech recognition
    Szaszak, Gyoergy
    Vicsi, Klara
    VERBAL AND NONVERBAL COMMUNICATION BEHAVIOURS, 2007, 4775 : 138 - +
  • [40] Application of prosody models for developing speech systems in Indian languages
    Rao, K. Sreenivasa
    INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY, 2011, 14 (01) : 19 - 33