TY - JOUR AU - Garg, Kamal Deep AU - Singh, Dr. Umrinderpal AU - Gupta, Shivani PY - 2019/10/22 Y2 - 2024/03/29 TI - Hidden Markov Model based Punjabi to English Machine Transliteration System JF - International Journal of Control and Automation JA - IJCA VL - 12 IS - 4 SE - Articles DO - UR - http://sersc.org/journals/index.php/IJCA/article/view/1114 SP - 199 - 206 AB - Machine Translation is an ongoing research in area of natural language processing. To develop an accurate machine translation system there is a need of machine transliteration system also. This paper presents a hidden markov model based approach for Punjabi to English Machine Transliteration system. Our proposed system takes input written in Punjabi and transliterate into English (Roman script) preserving the phonetic structure of words. The overall accuracy of the proposed system is 90%. ER -