Sign language is a natural, visually oriented, and non-verbal communication channel for the
deaf and dumb community. However, not everyone understands sign language, particularly …

Addressing the communication barriers faced by individuals with vocal and hearing
disabilities, sign language serves as a visual means of expression. However, the limited …

Deaf and hard-of-hearing people mainly communicate using sign language, which is a set of
signs made using hand gestures combined with facial expressions to make meaningful and …

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 …

Sign language, being the basic means of communication between speciallyabled people,
that is, deaf, and normal ones, a massive amount of research works has been carried out in …

Sign language is mandatory and mostly used by huge number of individuals (particularly
disabled) in society and it is another way of communication; The form of the hand, the …

Sign language is used across the world for communication purposes within hearing-
impaired communities. Hearing people are not well versed in sign language and most …

The Sign Language Recognition (SLR) sector has seen significant progress in recent years,
driven by the growing need for technology to bridge the communication gap for the deaf and …

People with vocal and hearing disabilities use sign language to express themselves using
visual gestures and signs. Although sign language is a solution for communication …

Sign language is a unique communication tool helping to bridge the gap between people
with hearing impairments and the general public. It holds paramount importance for various …