Development of a Wearable Sensor Glove for Real-Time Sign Language Translation

Radzi Ambar, Safyzan Salim, Mohd Helmy Abd Wahab, Muhammad Mahadi Abdul Jamil, Tan Ching Phing
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Abstract

This article describes the development of a wearable sensor glove for sign language translation and an Android-based application that can display words and produce speech of the translated gestures in real-time. The objective of this project is to enable a conversation between a deaf person and another person who does not know sign language. The glove is composed of five (5) flexible sensors and an inertial sensor. This article also elaborates the development of an Android-based application using the MIT App Inventor software that produces words and speech of the translated gestures in real-time. The sign language gestures were measured by sensors and transmitted to an Arduino Nano microcontroller to be translated into words. Then, the processed data was transmitted to the Android application via Bluetooth. The application displayed the words and produced the sound of the gesture. Furthermore, preliminary experimental results demonstrated that the glove successfully displayed words and produced the sound of thirteen (13) translated sign languages via the developed application. In the future, it is hoped that further upgrades can produce a device to assist a deaf person communicates with normal people without over-reliance on sign language interpreters.
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用于实时手语翻译的可穿戴传感器手套的研制
本文介绍了用于手语翻译的可穿戴传感器手套和基于android的应用程序的开发,该应用程序可以实时显示单词并生成翻译手势的语音。这个项目的目标是让一个聋哑人和另一个不懂手语的人之间进行对话。手套由五(5)个柔性传感器和一个惯性传感器组成。本文还详细介绍了使用MIT App Inventor软件开发基于android的应用程序,该应用程序可以实时生成翻译手势的单词和语音。这些手势由传感器测量,并传输到Arduino Nano微控制器,然后被翻译成文字。然后,将处理后的数据通过蓝牙传输到Android应用程序。该应用程序会显示单词并发出手势的声音。此外,初步的实验结果表明,手套通过开发的应用程序成功地显示单词并产生十三(13)种翻译的手语声音。未来,希望进一步的升级可以生产出一种设备,帮助聋哑人与正常人交流,而不必过度依赖手语翻译。
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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来源期刊
Annals of Emerging Technologies in Computing
Annals of Emerging Technologies in Computing Computer Science-Computer Science (all)
CiteScore
3.50
自引率
0.00%
发文量
26
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