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Making assistive reading tools user friendly: a new platform for Greek dyslexic students empowered by automatic speech recognition

机译:使辅助阅读工具变得用户友好:自动语音识别为希腊阅读障碍学生提供了一个新平台

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摘要

This work presents our effort to incorporate a state of the art speech recognition engine into a new platform for assistive reading for improving reading ability of Greek dyslexic students. This platform was developed in the framework of the Agent-DYSL, IST project, and facilitates dyslexic children in learning to read fluently. Unlike previously presented approaches, the aim of the system is not only to enable access to the reading materials within an inclusive learning system but to promote the development of reading skills by adjusting and adapting in the light of feedback to the system. The idea is to improve speech recognition performance so that gradually increase the reading capabilities of the user, gradually diminish the assistance provided, till he is able to read as a non-dyslexic reader. The evaluation results show that both learners' reading pace and learners' reading accuracy were increased.
机译:这项工作是我们努力将最先进的语音识别引擎整合到新的辅助阅读平台中,以提高希腊阅读障碍学生的阅读能力的努力。这个平台是在IST项目Agent-DYSL的框架下开发的,它有助于阅读障碍的孩子学习流利的阅读。与先前介绍的方法不同,该系统的目的不仅在于能够在包容性学习系统中访问阅读材料,而且还可以根据对系统的反馈进行调整和适应,从而促进阅读技能的发展。想法是提高语音识别性能,以便逐渐增加用户的阅读能力,逐渐减少所提供的帮助,直到他能够作为非阅读障碍的读者阅读为止。评价结果表明,学习者的阅读速度和阅读准确性均得到提高。

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  • 来源
    《Multimedia Tools and Applications》 |2014年第3期|681-699|共19页
  • 作者单位

    Voice and Sound Technology, Institute for Language and Speech Processing (ILSP)/R.C. 'Athena', Artemidos 6 & Epidavrou, 151 25 Maroussi, Athens, Greece;

    Voice and Sound Technology, Institute for Language and Speech Processing (ILSP)/R.C. 'Athena', Artemidos 6 & Epidavrou, 151 25 Maroussi, Athens, Greece;

    Voice and Sound Technology, Institute for Language and Speech Processing (ILSP)/R.C. 'Athena', Artemidos 6 & Epidavrou, 151 25 Maroussi, Athens, Greece;

    Department of Mathematics, School of Applied Mathematical and Physical Sciences, National Technical University of Athens, Iroon Polytcxnciou 9-Zografou, 15780 Athens, Greece;

    Department of Mathematics, School of Applied Mathematical and Physical Sciences, National Technical University of Athens, Iroon Polytcxnciou 9-Zografou, 15780 Athens, Greece;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Assistive reading tool; Greek dyslexic students; Speech recognition engine; Vocal user interface;

    机译:辅助阅读工具;希腊阅读困难的学生;语音识别引擎;人声界面;

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