Ingeleze: Advanced AI Solution for English Mastery
J Gold Beulah Patturose, R. Priscilla, M. Karthick, P.S. Jayasurya · 2024
Mastering English communication skills is essential for both professional and personal success in the connected world of today. Existing language learning tools often fall short in providing personalized, interactive, and engaging experiences. Addressing these challenges, we introduce Ingeleze, a sophisticated English tutor app designed to enhance speaking and writing proficiency through state-of-the-art technologies and user-centric design. Ingeleze harnesses advanced AI capabili- ties including voice recognition, machine learning, and natural language processing (NLP). Developed using React Native for seamless cross-platform functionality, the app ensures accessibility across Android. Its backend, powered by Node.js and Express, integrates Firebase for secure user authentication, Whisper for real-time speech analysis, and spaCy NLP for in-depth writing assessment. Central to Ingeleze is an AI-driven chatbot offering instant feedback and personalized coaching. Gamification elements such as rewards and progress tracking motivate users, managed securely through MongoDB. Preliminary user testing has demonstrated significant enhancements in engagement and language proficiency, affirming Ingeleze as a pivotal tool for advancing English communication skills. The abstract outlines the app’s design, implementation strategies, and performance evaluations, showcasing its innovative contributions to language learning technologies.