2 papers
cs.CL2021
Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning
Bang Tran, Youxiang Zhu, Xiaohui Liang +2
Excessive sleepiness in attention-critical contexts can lead to adverse events, such as car crashes. Detecting and monitoring sleepiness can help prevent these adverse events from…
cs.CL2021
Towards Interpretability of Speech Pause in Dementia Detection using Adversarial Learning
Youxiang Zhu, Bang Tran, Xiaohui Liang +2
Speech pause is an effective biomarker in dementia detection. Recent deep learning models have exploited speech pauses to achieve highly accurate dementia detection, but have not e…