3.4k citations · 3.7k across the 22 of their papers we have counts for
3 papers · 1 filter
Weight Evolution: Improving Deep Neural Networks Training through Evolving Inferior Weight Values
Zhenquan Lin, Kailing Guo, Xiaofen Xing +1
To obtain good performance, convolutional neural networks are usually over-parameterized. This phenomenon has stimulated two interesting topics: pruning the unimportant weights for…
Key-Sparse Transformer for Multimodal Speech Emotion Recognition
Weidong Chen, Xiaofeng Xing, Xiangmin Xu +2
Speech emotion recognition is a challenging research topic that plays a critical role in human-computer interaction. Multimodal inputs further improve the performance as more emoti…
LSSED: a large-scale dataset and benchmark for speech emotion recognition
Weiquan Fan, Xiangmin Xu, Xiaofen Xing +2
Speech emotion recognition is a vital contributor to the next generation of human-computer interaction (HCI). However, current existing small-scale databases have limited the devel…