From: Exploring the power of pure attention mechanisms in blind room parameter estimation
Method | Dataset I | Dataset II | ||||||
---|---|---|---|---|---|---|---|---|
MSE | MAE | \(\varvec{\rho}\) | MM | MSE | MAE | \(\varvec{\rho}\) | MM | |
CNN [21] | 0.3863 | 0.4837 | 0.6984 | 3.0532 | 0.3154 | 0.4136 | 0.7678 | 2.5921 |
CRNN | 0.3572 | 0.4265 | 0.7262 | 2.6701 | 0.2818 | 0.3684 | 0.7898 | 2.3471 |
Proposed method | 0.2650 | 0.3432 | 0.8077 | 2.2039 | 0.1981 | 0.2884 | 0.8580 | 1.9427 |
Proposed method w/ pretrain | 0.2157 | 0.3111 | 0.8529 | 2.0470 | 0.1541 | 0.2423 | 0.8929 | 1.7470 |