Publikation
AIDEN: Automatic Speaker Notes Creation and Navigation for Enhancing Online Learning Experience.
Stalin Varanasi; Muhammad Umer Tariq Butt; Günter Neumann; Josef van Genabith
In: Recent Advanced in Natural Language Processing. International Conference on Recent Advances in Natural Language Processing (RANLP-2025), September 8-10, Varna, Bulgaria, Association for Computational Linguistics, 9/2025.
Zusammenfassung
Effective learning in digital environments depends on quick access to educational resources and timely support. We present AIDEN, an advanced, AI-driven virtual teaching assistant integrated into lectures, to provide meaningful support for students. AIDEN's capabilities include reading lecture materials aloud, locating specific slides, automatic speaker notes generation, search through a video stream. Powered by state-of-the-art retrieval and text generation, AIDEN can be adapted to new lecture content with minimal manual adjustments, requiring only minor customization of data handling processes and model configurations. Through automated testing, we evaluated AIDEN's performance across key metrics slide retrieval recall for questions, and alignment of generated speaker notes with ground-truth data.
The evaluation underscores AIDEN's potential to significantly enhance learning experiences by offering real-world application and rapid configurability to diverse learning materials.