Disclosed system for Quranic verse recitation recognition for self-learning of Al-Jabari method uses a speech recognition module for identifying Quran recitation and pronunciation, a speech analysis module to analyze the Quranic verse recitation by the at least one user based on Makarov chain code method of speech recognition. The speech analysis module performs real-time analysis of the Quranic verse recitation by the at least one user for improving speed, efficiency and effectiveness of learning of the Quranic verse recitation using Al-Jabari method. The system enables a plurality of users to recite and learn Quranic verses using Al-Jabari method with improved understanding or Tajweed rules. The system includes a software application for performing speech recognition, analysis and evaluation of the Quranic verse recitation by the at least one user.