跨语言语料库的语音情感识别对比研究

钟琪,冯亚琴,王蔚

Comparison of speech emotion recognition in cross language corpus

Qi Zhong,Fen Yaqin,Wei Wang

表5 跨语料库总体情感识别率

Table 5 Emotional recognition rate of cross?corpus

分类器 基础语料库 迁移语料库 IEMOCAP CASIA EMO?BD SVM IEMOCAP 0.5802 0.495 0.4749 CASIA 0.4321 0.7425 0.53392 EMO?BD 0.46103 0.49375 0.75811 CNN IEMOCAP 0.5466 0.51 0.59 CASIA 0.4319 0.51875 0.46018 EMO?BD 0.4234 0.37875 0.6932 LSTM IEMOCAP 0.5637 0.4975 0.5516 CASIA 0.4408 0.51375 0.45723 EMO?BD 0.4366 0.44125 0.823