Youngsun Kong

Exploring Acted Sleepy Speech to Advance Real-World Sleepiness Estimation and Cognitive Degradation Detection

Accurate estimation of sleepiness levels is crucial for managing sleep-related health risks and preventing cognitive degradation that can lead to accidents in the workplace. However, using machine learning (ML) to estimate these levels from speech remains challenging, with reported weak correlations…