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4 混合语言语料库单个情感识别率

Table 4 Single emotional recognition rate of mixed language corpus

CASIA+IEMOCAP EMO?BD+IEMOCAP CASIA+EMO?BD CASIA+IEMOCAP+EMO?BD SVM CNN LSTM SVM CNN LSTM SVM CNN LSTM SVM CNN LSTM neutral 0.62 0.41 0.36 0.77 0.34 0.43 0.79 0.31 0.25 0.67 0.32 0.25 angry 0.72 0.45 0.44 0.76 0.17 0.13 0.78 0.43 0.36 0.77 0.44 0.42 happiness 0.6 0.34 0.25 0.68 0.19 0.21 0.52 0.23 0.21 0.56 0.25 0.18 sad 0.74 0.18 0.24 0.85 0.19 0.11 0.84 0.2 0.21 0.77 0.21 0.27