SPEECH TO INDIAN SIGN LANGUAGE

People interact with each other mostly through speech. Birth abnormalities, accidents, and oral disorders have all contributed to the significant rise in the number of deaf and dumb people in recent years. Because deaf and dumb persons are unable to interact with others, they must rely on visual communication. Sign language is a kind of communication in which meaning is conveyed through visually transmitted sign patterns. It is mostly used by persons who are deaf or hard of hearing to communicate fluently. This initiative is designed to assist these persons with special needs in participating in society on an equal footing. The Speech to Indian Sign Language system is built as a website where the user inputs audio (or) text into the system. The system then applies natural language processing to the input and creates a video with the relevant Indian Sign Language (ISL). The video is created by comparing the preprocessed text to the Indian Sign Language (ISL) Dataset for the presentation of sign symbols. The user is shown the video as well as the Indian Sign Language (ISL) sentence. We suggest a method to assist those who are unable to communicate with ordinary people due to a lack of advanced gadgets such as power, data gloves, and colored finger caps, among other things. This technique allows hearing individuals to communicate with deaf people simply.