Laugh at Your Own Pace: Basic Performance Evaluation of Language Learning Assistance by Adjustment of Video Playback Speeds Based on Laughter Detection

April 14, 2025 Β· Declared Dead Β· πŸ› ACM Conference on Learning @ Scale

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Authors Naoto Nishida, Hinako Nozaki, Buntarou Shizuki arXiv ID 2504.09835 Category cs.HC: Human-Computer Interaction Cross-listed cs.MM Citations 8 Venue ACM Conference on Learning @ Scale Last Checked 4 months ago
Abstract
Among various methods to learn a second language (L2), such as listening and shadowing, Extensive Viewing involves learning L2 by watching many videos. However, it is difficult for many L2 learners to smoothly and effortlessly comprehend video contents made for native speakers at the original speed. Therefore, we developed a language learning assistance system that automatically adjusts the playback speed according to the learner's comprehension. Our system judges that learners understand the contents if they laugh at the punchlines of comedy dramas, and vice versa. Experimental results show that this system supports learners with relatively low L2 ability (under 700 in TOEIC Score in the experimental condition) to understand video contents. Our system can widen learners' possible options of native speakers' videos as Extensive Viewing material.
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