[3D6-OS-20c] OS-20

[3D6-OS-20c-04] Proposal for creation and utilization of pseudo group communication utterance transcription data using generative AI

Ryousuke AKABANE¹, Mika IMAIZUMI¹, 〇Motoki SAKAI¹ (1. Nihon University)

Keywords:AI, Generative AI, Group Communication

This research group has collected multimodal information during debates between groups of four university students, analyzed the quality of communication, and considered building a support system to improve communication skills by utilizing the analyzed data. Transformer-based AI, which forms the core of analysis, requires a large amount of training data, but it is actually extremely difficult to secure the required amount of data for student debate experiments. Therefore, in this research, we focus on transcription of debate utterances, and propose to create pseudo data of the transcription using generative AI and use it for training the AI model.