电子学习会话的交互式适应性学习界面

Pub Date : 2020-11-20 DOI:10.46300/9109.2020.14.14
Elena Odarushchenko, V. Butenko, V. Smolyar, S. KharchenkoVyacheslav
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引用次数: 2

摘要

将增强现实引入电子学习系统,为个人远程教育带来了一个新时代。虽然电子学习为教师和学生带来了很多好处,但它也有各种困难,例如缺乏重要的个人互动,这会影响学生的动机和灵感。为了缩小这一差距,我们已经开始开发交互式自适应学习界面(IALI),该界面在语音合成器、情绪和语音识别系统的帮助下,试图使正在进行的电子学习课程适应学生的行为,模拟教师根据学生的反应调整课程的方式。由于IALI最初是为乌克兰语学生计划的,我们对目前乌克兰语语音合成和识别的适用解决方案进行了深入分析。在本文中,我们对应用最广泛的语音合成器、语音和情绪识别系统进行了分析和应用,这些系统用于开发IALI的第一个版本。
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An Interactive Adaptable Learning Interfacefor E-Learning Sessions
Introduction of augmented reality into the E-learning systems brings a new era in personal remote education. While E-learning brings a lot of benefits for both instructor and student it also has various difficulties, such as absence of vital personal interaction that can influence on student motivation and inspiration. To decrease this gap we have started the development of an Interactive Adaptable Learning Interface (IALI) that with the help of speech synthesizers, emotions and voice recognition systems tries to adapt the ongoing E-learning session to the student behavior, simulating the way instructor adapt the lesson to the student reactions. As the IALI is initially planned for Ukrainian language students, we have made a deep analysis of nowadays applicable solutions for Ukrainian speech synthesis and recognition. In this paper we present the conducted analysis and application of the most widely applied speech synthesizers, voice and emotions recognition systems that were used to develop first version of IALI.
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