• Deeksha Shetty
• Atmaranjan K
• Vaishnavi Mambady
• Raksha Shetty
• Gulam Khalander

Acquiring information from digital media, particularly in indigenous languages similar as Kannada, remains problematic for people with hail difficulties. This design focuses on developing an AI- grounded frame for converting cutline textbooks in Kannada to automatic real- time Indian subscribe Language (- ISL) robustness to ameliorate availability and inclusiveness in audio – visual content. The system armature consists of modules for cutline birth and natural language processing, gesture mapping, and rendering vitality. originally, the input textbook is reused using NLT ways to enhance its clarity and ease of restatement in posterior way. Each anatomized member is counterplotted to a corresponding sign using a sign language database to insure semantic delicacy and contextual felicitousness of each sign. The vitality machine renders the signs to a 3D icon or pre-programmed sequences of the gestures. It generates mottoes alongside the videotape by catching on the timing of each gesture. With this system, content becomes accessible without mortal interveners, which streamlines universal availability across educational and instructional platforms. The vitality machine executes sign language restatement while ducking the reused audio, enabling automatic real- time interpretation of information. Through the focus on indigenous language processing blended with sign language vitality, the system positions AI as a motorist for sociolinguistic addition fostered by digital media.

Subscribe Language Animation, Kannada Subtitles, Natural Language Processing, Availability AI, Inclusive Technology.

"BRIDGING COMMUNICATION GAPS: KANNADA TEXT-TO-SIGN LANGUAGE SUBTITLE GENERATION USING AI ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 7, page no.517-520, July-2025, Available :http://www.jetir.org/papers/JETIRGX06098.pdf

"BRIDGING COMMUNICATION GAPS: KANNADA TEXT-TO-SIGN LANGUAGE SUBTITLE GENERATION USING AI ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 7, page no. pp517-520, July-2025, Available at : http://www.jetir.org/papers/JETIRGX06098.pdf