Zhijie Xie

Efficient Long Speech Sequence Modelling for Time-Domain Depression Level Estimation

Depression significantly affects emotions, thoughts, and daily activities. Recent research indicates that speech signals contain vital cues about depression, sparking interest in audiobased deep-learning methods for estimating its severity. However, most methods rely on time-frequency representation…