Indian Sign Language (ISL) is a complete language with its own grammar, syntax,
vocabulary and several unique linguistic attributes. It is used by over 5 million deaf people in …

Sign languages are the primary mean of communication for the majority of deaf people.
Unfortunately, there are multiple barriers due to the lack of assistive technologies, this …

Abstract Sign Language Recognition is a breakthrough for communication among deaf-mute
society and has been a critical research topic for years. Although some of the previous …

Deaf community uses sign language as their natural language and also as their first
language. Indian sign language (ISL) is primary language for deaf people of India, which …

In this paper we present a high performance Deep Learning architecture based on
Convolutional Neural Network (CNN). The proposed architecture is effective as it is capable …

Approximately 5% of people around the world suffer from a" disabling" hearing loss that will
require rehabilitation. Around 2.42 million Deaf and Mute (D&M) individuals live in India, the …

Sign language is a universally used non-verbal communication method that is commonly
adopted by those with hearing and speaking disabilities. Sign language recognition is a …

Sign Language Recognition is a breakthrough for helping deaf-mute people and has been
studied for many years. Unfortunately, every research has its own limitation and are still …

This paper proposes a machine learning-based Tamil sign language recognition tool for the
deaf and hard-of-hearing community. The tool uses computer vision techniques to capture …

American Sign Language recognition is a crucial technology that aims to improve
accessibility and communication for the deaf and hard-of-hearing community. This research …