Sign language is a visual language used by people with speech and hearing disabilities for
communication in their daily conversation activities. It is completely an optical …

Sign language is the primary mode of communication for the hearing and speech impaired
and there is a need for systems to translate sign languages to spoken languages. Prior …

This study explores the field of sign language recognition through machine learning,
focusing on the development and comparative evaluation of various algorithms designed to …

The people in the world who are hearing impaired face many obstacles in communication
and require an interpreter to comprehend what a person is saying. There has been constant …

Machine Translation (MT) has proven to be a useful tool for translating one spoken
language to another since the mid-, 90s. Ultimately, it has helped to bridge the …

People who are born deaf or hard of hearing are viewed as liabilities by the community and
find it extremely difficult to support themselves. They need specialized training in order to …

Sign Languages also popularly called Signed Languages. This is the only language by
which deaf and dumb can communicate with each other and one of the most unexplored …

Sign language recognition and translation is a crucial step towards improving
communication between the deaf and the rest of the society. According to the Indian Sign …

In sign language, hand motions are one of the nonverbal communication modalities
employed. It is most typically used by deaf and hard of hearing persons who have hearing or …

One of the most recent applications of machine learning is to translate sign language into
natural language. Many studies have attempted to classify sign language based on whether …