4 papers
A barrier or a booster? Familiarity effects on Mandarin emotion prosody recognition using AI-powered voice cloning
Feng Xu, Gaoyuan Zhang, Shanshan Xue +4
Emotion prosody perception requires simultaneous processing of acoustic cues and speaker identity. While listeners effortlessly decode natural speech, AI synthetic voices introduce…
Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception
Tian Zheng, Xurong Xie, Xinxin Zhu +2
Decoding speech information directly from scalp electroencephalography (EEG) into text provides a potential non-invasive neural communication pathway for individuals with severe sp…
Explainable and Trustworthy Speech Emotion Recognition Using Confidence Score and Reinforcement Learning Rectified Speech Emotion Descriptors
Youjun Chen, Xurong Xie, Mengzhe Geng +9
Explainable and trustworthy speech emotion recognition (SER) remains a challenging task to date, largely due to the scarcity of SER data with reliable speech emotion descriptor (SE…
Alzheimer's disease detection based on large language model prompt engineering
Tian Zheng, Xurong Xie, Xiaolan Peng +2
In light of the growing proportion of older individuals in our society, the timely diagnosis of Alzheimer's disease has become a crucial aspect of healthcare. In this paper, we pro…