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.

本研究聚焦语音情感识别领域。针对所构建的神经控制微分方程（Neural Controlled Differential Equations，NCDEs）模型，我们采用IEMOCAP数据集开展了测试。IEMOCAP数据集由南加州大学（University of Southern California）研发，属于交互式情感动作捕捉（USC-IEMOCAP）数据库，该数据集分为有剧本对话与即兴对话两类。本研究将全部语音文件用于模型训练。