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 …

The lack of familiarity with sign language among non-users and the absence of a universal
method for communication poses major problems for the deaf community. The digitization of …

Sign language is the main communication method for deaf people. It is a collection of signs
that deaf people use to deal with each other. Deaf people find it difficult to communicate with …

Sign language plays a pivotal role in the lives of impaired people having speaking and
hearing disabilities. They can convey messages using hand gesture movements. American …

Sign language (SL) is a communication tool playing a crucial role in facilitating the daily life
of deaf or hearing-impaired people. Large varieties in the existing SLs and lack of …

Around 466 million individuals are deaf or hard of hearing worldwide. Those individuals
must engage with others, learn new things, and participate in activities. Sign language …

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 the predominant form of communication among a large group of society.
The nature of sign languages is visual. This makes them very different from spoken …

In society, communication is a very essential thing. The deaf, dumb peoples face different
communication issues. The only means used by these peoples for the communication is by …

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 …