Speech Emotion Recognition on IEMOCAP (LOSO)
64.8WASP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPModel=CNN, Normalization=G-N2018.11 | 64.8 | 60.9 | |
| RQA+IS10Model=A-BLSTM, Normalization=PF-N2018.11 | 63 | 65.2 | |
| RQA+IS10Model=A-BLSTM, Normalization=G-N2018.11 | 62.9 | 65.5 | |
| IS10Model=A-BLSTM, Normalization=G-N2018.11 | 62.8 | 65 | |
| RQA+IS10Model=A-BLSTM, Normalization=PS-N2018.11 | 62.7 | 65.8 | |
| IS10Model=A-BLSTM, Normalization=PF-N2018.11 | 62.6 | 65 | |
| IS10Model=A-BLSTM, Normalization=PS-N2018.11 | 62 | 65.1 | |
| MFBModel=CNN, Normalization=PS-N2018.11 | 61.8 | — | |
| IS10Model=DBN, Normalization=G-N2018.11 | 60.9 | 62.4 | |
| RQA+IS10Model=SVM, Normalization=G-N2018.11 | 59.5 | 60.7 | |
| RQA+IS10Model=SVM, Normalization=PS-N2018.11 | 59.3 | 61.8 | |
| IS10Model=SVM, Normalization=G-N2018.11 | 59.2 | 60.5 | |
| RQA+IS10Model=SVM, Normalization=PF-N2018.11 | 59.2 | 60.4 | |
| IS10Model=SVM, Normalization=PF-N2018.11 | 58.9 | 60.1 | |
| IS10Model=SVM, Normalization=PS-N2018.11 | 58.3 | 60.9 | |
| RQA+IS10Model=LR, Normalization=PS-N2018.11 | 58.3 | 62 | |
| IS10Model=LR, Normalization=PS-N2018.11 | 57.5 | 61.2 | |
| RQAModel=A-BLSTM, Normalization=G-N2018.11 | 56.7 | 58.7 | |
| RQAModel=A-BLSTM, Normalization=PF-N2018.11 | 56.6 | 58.3 | |
| RQAModel=A-BLSTM, Normalization=PS-N2018.11 | 55.6 | 59.3 | |
| RQA+IS10Model=LR, Normalization=PF-N2018.11 | 55.6 | 58.7 | |
| IS10Model=LR, Normalization=PF-N2018.11 | 54.6 | 57.9 | |
| RQA+IS10Model=LR, Normalization=G-N2018.11 | 54.5 | 58.7 | |
| IS10Model=LR, Normalization=G-N2018.11 | 53.5 | 57.5 | |
| RQAModel=SVM, Normalization=PF-N2018.11 | 53.1 | 53.8 | |
| RQAModel=SVM, Normalization=G-N2018.11 | 53.1 | 53.7 | |
| RQAModel=SVM, Normalization=PS-N2018.11 | 52.9 | 54.6 | |
| RQAModel=LR, Normalization=G-N2018.11 | 52.8 | 54.3 | |
| RQAModel=LR, Normalization=PF-N2018.11 | 52.6 | 54 | |
| RQAModel=LR, Normalization=PS-N2018.11 | 52.2 | 54.8 | |
| GFSModel=BLSTM, Normalization=PF-N2018.11 | 50.5 | 51.9 |