Gaussian-smoothed Imbalance Data Improves Speech Emotion Recognition

Xuefeng Liang, Hexin Jiang, Wenxin Xu +1

In speech emotion recognition tasks, models learn emotional representations from datasets. We find the data distribution in the IEMOCAP dataset is very imbalanced, which may harm m…