An AI Chatbot for Enhanced Learning Through Speech, Summarization, and Interactive Quizzing
Suresh Dara, Thiran Bhavani Naidu, V. S. Murthy Valiveti, Nidhi Joyel Gaddala, Geethika Pandi · 2025
The “An AI Chatbot for Enhanced Learning Through Speech, Summarization, and Interactive Quizzing” also known as AI Teacher, introduces a cutting-edge educational platform that enhances learning through the integration of advanced AI tools. This innovative solution combines text summarization, voice synthesis, and automated quiz generation to create a dynamic and engaging learning environment for students and educators alike. The first module utilizes the BART (Bidirectional and Auto-Regressive Transformers) model to distill complex or lengthy texts into clear, concise summaries. These summaries are further converted into speech, providing an auditory learning alternative that supports varied learning preferences and promotes accessibility. The second module focuses on deepening understanding through active engagement. It uses the Google Gemini API to transform the generated summaries into multiplechoice questions (MCQs). These quizzes facilitate knowledge reinforcement and self-assessment, allowing users to evaluate their grasp of the material. This automated process reduces the workload for educators while encouraging learners to interact more actively with the content. This article provides a unified solution that simplifies information processing, enhances comprehension, and supports personalized learning paths. By leveraging AI-driven tools, the platform fosters inclusive education, making learning more accessible and interactive. This paper a forward-thinking approach to educational technology, offering a robust framework for improved knowledge retention and engagement. It equips both educators and learners with the tools to achieve more effective, efficient, and enjoyable educational outcomes.