Tech-It-Easy: An Application for Physically Impaired People Using Deep Learning

Devi Naveen, M. D Nirmala, T. J. T. Maladhkar, M. Serena, Rahmath Mohis
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Abstract

Physical limitations are and always will be a barrier to daily progress. Technology advancements are assisting everyone in leading simpler lives. Using the same technologies, we can provide a significant and beneficial answer to the issues associated with physical impairment. This essay discusses the use of technology to improve daily life for those who have physical or sensory disabilities. Not just for those who have hearing loss, but also as a tool for those who have speech disability, sign language is a vital means of communication. People without disabilities have a hard time understanding sign language, and specialists are frequently the only ones who can. Hence, a tool for sign language interpretation becomes necessary. Although Braille is a reading and writing system used by people who are blind. Braille is less popular among persons who are visually impaired, as it is time-consuming to manually translate every text into braille. Our study examines the issues raised by these two deficits and looks for technical remedies. Text to audio conversion is a piece of technology that can revolutionize the way visually impaired individuals communicate currently. It is simple and has been done effectively for the past ten years to convert written text to audio. In addition to sign language interpreters, a relatively new concept for assisting the education of the blind is to translate speech into sign language. The technologies stated above are anticipated to significantly improve the daily lives of people with physical disabilities, and this project can be further customized to match any suitable smart object.
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Tech-It-Easy:为残障人士使用深度学习的应用
身体上的限制一直是日常进步的障碍。科技进步正在帮助每个人过上更简单的生活。使用相同的技术,我们可以为与身体损伤相关的问题提供重要而有益的答案。这篇文章讨论了使用技术来改善那些有身体或感官残疾的人的日常生活。不仅对那些听力损失的人来说,而且对那些有语言障碍的人来说,手语是一种重要的交流手段。没有残疾的人很难理解手语,而专家往往是唯一能理解手语的人。因此,一种手语解释工具变得非常必要。虽然盲文是盲人使用的一种读写系统。盲文在视障人士中不太受欢迎,因为手动将每个文本翻译成盲文很耗时。我们的研究考察了这两种缺陷带来的问题,并寻求技术补救措施。文本到音频的转换是一项技术,可以彻底改变视障人士目前的交流方式。在过去的十年里,将书面文本转换为音频很简单,也很有效。除了手语翻译外,协助盲人教育的一个相对较新的概念是将言语翻译成手语。上述技术有望显著改善身体残疾人士的日常生活,并且该项目可以进一步定制以匹配任何合适的智能对象。
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