Table 3.
Prediction results with different models
| Models | PSTN | ITU-T P Supplement-23 | ||||
|---|---|---|---|---|---|---|
| RMSE | LCC | SRCC | RMSE | LCC | SRCC | |
| P.563 [34] | 0.9659 | 0.2196 | 0.2178 | 0.5502 | 0.7703 | 0.7553 |
| Quality-Net [12] | 0.5510 | 0.7745 | 0.7769 | 0.6820 | 0.7374 | 0.7460 |
| MOSNet [13] | 0.5299 | 0.7937 | 0.7924 | 0.5267 | 0.7825 | 0.7728 |
| NISQA [29] | 0.5191 | 0.7719 | 0.7700 | 0.5793 | 0.8122 | 0.7999 |
| ResNet-BiLSTM (Ours) | 0.5127 | 0.8087 | 0.8078 | 0.4921 | 0.8118 | 0.7977 |
Best performances are indicated with bold