IEMOCAP Dataset.zip

We are conducting research on speech emotion recognition. The established Neural Controlled Differential Equations (NCDEs) model was tested using the IEMOCAP dataset.The IEMOCAP dataset, produced by the University of Southern California, is an interactive emotional motion capture (USC-IEMOCAP) database. The IEMOCAP dataset is divided into scripted dialogues and improvised dialogues. We used all the speech files for training.

本研究针对语音情感识别任务开展相关工作。我们采用已构建的神经控制微分方程（Neural Controlled Differential Equations, NCDEs）模型，并借助IEMOCAP数据集完成模型测试。由南加州大学（University of Southern California）构建的IEMOCAP数据集，是一款交互式情感运动捕捉（USC-IEMOCAP）数据库。该数据集划分为脚本式对话与即兴对话两个类别，本研究使用该数据集下的全部语音文件用于模型训练。