Charanjiv Singh Saroa 2025. Proposed Gurmukhi-to-Braille Mapping and Preprocessing Rules for Grade 1 Braille Conversion of Punjabi Text. International Journal of Intelligent Systems and Applications in Engineering. 13, 2s (Nov. 2025), 332 –.