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2 单语言语料库单个情感识别率
|
Table 2 Single emotion recognition rate in single language corpus
|
|
| IEMOCAP | CASIA | EMO?BD | SVM | CNN | LSTM | SVM | CNN | LSTM | SVM | CNN | LSTM | neutral | 0.6 | 0.61 | 0.52 | 0.71 | 0.56 | 0.56 | 0.89 | 0.71 | 0.9 | angry | 0.64 | 0.55 | 0.63 | 0.79 | 0.47 | 0.62 | 0.85 | 0.69 | 0.85 | happiness | 0.43 | 0.43 | 0.5 | 0.69 | 0.36 | 0.28 | 0.44 | 0.46 | 0.55 | sad | 0.69 | 0.64 | 0.67 | 0.79 | 0.65 | 0.59 | 0.94 | 0.95 | 0.98 |
|
|
|