Developing Applications for Voice Enabled IoT Devices to Improve Classroom Activities

M. Ali, Al Maruf Hassan
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引用次数: 10

Abstract

The education sector has a vital role in the development of a country. Therefore, new technologies are introducing in this sector to make robust teaching and learning paradigms. Internet of Things (IoT)- a new technology becoming popular in the teaching method and it helps to make the classroom more interactive which is most important to establish robust learning and teaching process. In this paper, we develop applications for voice-enabled IoT device which can interact with teachers and students on textbook contexts. Our proposed model uses Artificial Intelligence (AI) to know users voice phrases and Machine Learning (ML) technology to learn new voice phrases. We present two case studies followed by National Textbook and Curriculum of Bangladesh to verify our proposed model. We simulate our applications with real voice data to verify it. In the last section, we discuss that how to improve current IoT model in the future with other databases for sensible results.
为支持语音的物联网设备开发应用程序,以改善课堂活动
教育部门在一个国家的发展中起着至关重要的作用。因此,这一领域正在引入新技术,以建立健全的教学范式。物联网(IoT)——一种在教学方法中越来越流行的新技术,它有助于使课堂更具互动性,这对于建立健全的学习和教学过程至关重要。在本文中,我们开发了用于语音支持的物联网设备的应用程序,该设备可以在教科书环境中与教师和学生进行交互。我们提出的模型使用人工智能(AI)来了解用户的语音短语,并使用机器学习(ML)技术来学习新的语音短语。我们提出了两个案例研究,然后是孟加拉国国家教科书和课程,以验证我们提出的模型。我们用真实的语音数据模拟我们的应用程序来验证它。在最后一节中,我们讨论了如何在未来与其他数据库一起改进当前的物联网模型以获得合理的结果。
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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