31 October 2025 to 2 November 2025
National Olympics Memorial Youth Center / 国立オリンピック記念青少年総合センター
Asia/Tokyo timezone

DIY approach for an AI-based toolchain to provide feedback on a 4/3/2 fluency activity

1 Nov 2025, 14:30
1h
National Olympics Memorial Youth Center / 国立オリンピック記念青少年総合センター

National Olympics Memorial Youth Center / 国立オリンピック記念青少年総合センター

3-1 Yoyogikamizonocho, Shibuya, Tokyo 151-0052 / 〒151-0052 東京都渋谷区代々木神園町3-1
Poster Presentation (60-minutes) Technology Room 416

Speaker

James Ellinger (Nippon Medical School)

Description

This poster presents a DIY toolchain that integrates local AI for automating feedback on the 4/3/2 spoken fluency exercise. The system rapidly transcribes student speeches, providing metrics such as word count, speech rate, and improvement tips. Results indicate an increase in speech rate after using the improvement tips and a positive reception to frequent AI use, suggesting these tools can be used to enhance spoken fluency and boost student motivation.

Summary

This research presents a DIY toolchain that integrates local AI for automating feedback on the 4/3/2 spoken fluency exercise. The system rapidly transcribes student speeches, providing metrics such as word count, speech rate, and improvement tips. Results indicate an increase in speech rate after using the improvement tips and a positive reception to frequent AI use, suggesting these tools can be used to enhance spoken fluency and boost student motivation.

Teaching Context College and university education

Author

James Ellinger (Nippon Medical School)

Presentation materials