International Journal of Scientific Research and Engineering Development

International Journal of Scientific Research and Engineering Development


( International Peer Reviewed Open Access Journal ) ISSN [ Online ] : 2581 - 7175

IJSRED » Archives » Volume 8 -Issue 5


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📑 Paper Information
📑 Paper Title Audio-to-Sign Gesture Generation Using Machine Learning
👤 Authors Puligilla Laxmaiah, M Dileep Kumar, Pagadala Sudhakar, Rachakatla Sunilgavasker
📘 Published Issue Volume 8 Issue 5
📅 Year of Publication 2025
🆔 Unique Identification Number IJSRED-V8I5P308
📝 Abstract
Sign language is the main way many deaf and hard-of-hearing individuals communicate their emotions, thoughts and news to each other. While acoustically transmitted languages use sound, sign language uses your hands, your body and your face to communicate. Indian Sign Language (ISL) is the main way the deaf community in India communicates. Deaf people need sign language to help develop their mental, internal and verbal abilities. Children with hearing loss benefit from being taught both in sign language and in written and spoken language. Sign language users in the United States speak ASL, those in the United Kingdom speak BSL and the ISL is used in India. This paper explores how important sign language is, with particular attention to the manual (single-handed and double-handed) and non-manual (facial gestures and body movement) forms used in ISL. A website is currently under development to translate English content into Indian Sign Language.