透过对话辅助技术,改善视障人士的社交互动

IF 2.2 Q3 COMPUTER SCIENCE, CYBERNETICS
Komal Ghafoor, Tauqir Ahmad, Muhammad Aslam, Samyan Wahla
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引用次数: 0

摘要

辅助技术的发展是为了帮助视障人士进行社会交往。会话辅助技术是专门为提高沟通技巧、促进社交参与和提高整体生活质量而设计的,它包括语音识别api、文本到语音api和各种真实的通信工具。启用实时交互。该技术使用自然语言处理(NLP)和机器学习算法,分析口语并提供适当的响应,通过语音命令、音频反馈和振动警报提供身临其境的体验。设计/方法/方法这些技术已经证明了它们在社会交往中促进视障人士自信和自立的能力。此外,他们承诺提高社交能力,培养更好的人际关系。简而言之,对话中的辅助技术是一种很有前途的工具,可以增强视障人士的能力,提高他们的社会参与质量。辅助沟通技术的主要好处是它将帮助视障人士克服社会环境中的沟通障碍。这项技术帮助他们在公共场所与熟人、家人、同事甚至陌生人有效沟通。通过实现更顺畅、更自然的交流,它可以减少孤独感,提高整体生活质量。独创性/价值研究发现包括成功的活动识别,与VGG-16模型训练的活动一致,如拥抱、握手、说话、走路、挥手等等。本研究的创新之处在于它通过现代技术来解决视障人士在社会交往中所面临的挑战。研究增加了辅助技术领域的知识体系,这有助于视障人士的赋权和社会包容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving social interaction of the visually impaired individuals through conversational assistive technology
Purpose Assistive technology has been developed to assist the visually impaired individuals in their social interactions. Specifically designed to enhance communication skills, facilitate social engagement and improve the overall quality of life, conversational assistive technologies include speech recognition APIs, text-to-speech APIs and various communication tools that are real. Enable real-time interaction. Using natural language processing (NLP) and machine learning algorithms, the technology analyzes spoken language and provides appropriate responses, offering an immersive experience through voice commands, audio feedback and vibration alerts. Design/methodology/approach These technologies have demonstrated their ability to promote self-confidence and self-reliance in visually impaired individuals during social interactions. Moreover, they promise to improve social competence and foster better relationships. In short, assistive technology in conversation stands as a promising tool that empowers the visually impaired individuals, elevating the quality of their social engagement. Findings The main benefit of assistive communication technology is that it will help visually impaired people overcome communication barriers in social contexts. This technology helps them communicate effectively with acquaintances, family, co-workers and even strangers in public places. By enabling smoother and more natural communication, it works to reduce feelings of isolation and increase overall quality of life. Originality/value Research findings include successful activity recognition, aligning with activities on which the VGG-16 model was trained, such as hugging, shaking hands, talking, walking, waving and more. The originality of this study lies in its approach to address the challenges faced by the visually impaired individuals in their social interactions through modern technology. Research adds to the body of knowledge in the area of assistive technologies, which contribute to the empowerment and social inclusion of the visually impaired individuals.
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来源期刊
CiteScore
6.80
自引率
4.70%
发文量
26
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