Deep Learning Implemented Communication System for the Auditory and Verbally Challenged

Abstract

Sign language is a natural way of communication for challenged people with speaking and hearing disabilities. There aren’t a lot of text to sign language conversion system, due to the lack of abundance of sign language libraries including all collection of written texts and learning sign language is not an easy task to begin with. This shows a need for developing a system that facilitates the communication of people with such disabilities with the rest of the world. The research work here would bridge the gap between people untrained in sign language and people who rely only on sign language for their day to day activities, without having to assume or rely on someone who already knows sign language. This is a way to not only encourage communication with people with disabilities without worrying about miscommunication, but to even enjoy it.