Enhancing Mobile Learning Using Speech Recognition Technologies: A Case Study

L. Motiwalla, Jialun Qin
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引用次数: 23

Abstract

While many studies have demonstrated the value of mobile learning (m-learning) applications in educational environments, the limitations of mobile devices may impair the accessibility of such applications. In this study, we explore the integration of speech or voice recognition technologies into m- learning applications to reduce access barriers. Based on an m-learning framework proposed in our previous work, we built an educational online forum accessible through mobile devices. We then developed customized interactive voice response (IVR) and text-to-speech (TTS) technologies to allow users to interact with the forum through voice commands. This voice-enabled discussion forum application not only helps normal users avoid the cumbersome task of typing using small keypads, but also enables people with visual and mobility disabilities to engage in online educations. The prototype forum was tested in two different blind institutions in Massachusetts with 10 users. The results from this study provide insights into how to improve accessibility of m-learning and other related m- commerce applications.
使用语音识别技术增强移动学习:一个案例研究
虽然许多研究已经证明了移动学习(m-learning)应用程序在教育环境中的价值,但移动设备的局限性可能会损害这些应用程序的可访问性。在本研究中,我们探索将语音或语音识别技术整合到移动学习应用中,以减少访问障碍。基于我们之前工作中提出的移动学习框架,我们构建了一个可通过移动设备访问的教育在线论坛。然后,我们开发了定制的交互式语音应答(IVR)和文本到语音(TTS)技术,允许用户通过语音命令与论坛进行交互。这个支持语音的论坛应用程序不仅可以帮助普通用户避免使用小键盘打字的繁琐任务,还可以使视力和行动不便的人参与在线教育。这个论坛的原型在马萨诸塞州的两家不同的盲人机构进行了测试,共有10名用户。本研究的结果为如何提高移动学习和其他相关移动商务应用的可访问性提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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