484 citations · 484 across the 3 of their papers we have counts for
3 papers
cs.LG2024
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition
Xiang Li, Jian Song, Zhigang Zhao +3
This study introduces a novel Supervised Info-enhanced Contrastive Learning framework for EEG based Emotion Recognition (SICLEER). SI-CLEER employs multi-granularity contrastive le…
cs.SD2022
Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation
Wenjing Zhu, Xiang Li
Speech Emotion Recognition (SER) is a fundamental task to predict the emotion label from speech data. Recent works mostly focus on using convolutional neural networks~(CNNs) to lea…
eess.SP2022★ 484 cited
EEG based Emotion Recognition: A Tutorial and Review
Xiang Li, Yazhou Zhang, Prayag Tiwari +6
Emotion recognition technology through analyzing the EEG signal is currently an essential concept in Artificial Intelligence and holds great potential in emotional health care, hum…