Talking Fingers: Bridging the Communication Gap through Real-Time Speech-to-Indian Sign Language Translation
1Sudiksha N, 2Vijay Vardhan M, 3D P Rakshitha, 4Muskan Ali , 5Pushpalatha M
1,2,3,4Students of Department of ISE 5Assistant Professor Department of CSE
1,2,3,4,5Presidency University Bangalore 560064
1sudiksha.nk@gmail.com, 2772002vijayvardhan@gmail.com , 3dprakshitha28@gmail.com
4muskanali3178@gmail.com , 5pushpalatha.m@presidencyuniversity.in
Abstract: "Talking Fingers" is an innovative initiative to be developed to facilitate communication between hearing and non-hearing individuals by building a web-based system that can translate spoken language into Indian Sign Language (ISL). Being an essential means of communication among millions in India, ISL remains underdeveloped by technologies that are dominated by American and British Sign Languages. Current tools rely on the basic word-by-word translation with no contextual or grammatical accuracy.
The proposed system will thus integrate speech recognition, NLP, and ISL visuals for real-time, context-aware translations. Spoken input will be converted into text through the Google Speech API and then processed using NLP techniques to segment meaningful phrases. The matched phrases are matched with the ISL visual representations, which may be in the form of videos or GIFs, in a comprehensive database. A fallback mechanism ensures seamless communication by spelling out words letter by letter when specific ISL visuals are unavailable.
This platform serves as scalable and adaptable solutions for different public and educational spaces, bridging the communication gap for the deaf and hard-of-hearing community. With emphasis on ISL and incorporation of advanced technologies, "Talking Fingers" delivers an inclusive and robust solution, enabling users and bringing greater inclusivity in communication.
Keywords: Indian Sign Language (ISL), Natural Language Processing (NLP), Speech-to-Sign Translation, Communication Accessibility, Real-time Translation, Sign Language Automation
