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3 混合语言语料库总体情感识别率

Table 3 Emotional recognition rate of mixed language corpus

CASIA+IEMOCAP EMO?BD+IEMOCAP CASIA+EMO?BD CASIA+IEMOCAP+EMO?BD Average 0.4469 0.4001 0.4355 0.4327 SVM 0.6719 0.7618 0.7344 0.6956 CNN 0.3453 0.2215 0.305 0.3146 LSTM 0.3234 0.217 0.267 0.288