Room Impulse Response (RIR) Prediction on Matterport3D (Unseen environments)
1.22STFTFEW-SHOTRIR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FEW-SHOTRIRAcoustic echoes=true, Visual input=true, LD loss=true2022.06 | 1.22 | 0.65 | 164 | 10.5 | |
| FEW-SHOTRIRLD loss=false2022.06 | 1.44 | 2.11 | 363 | 14.5 | |
| Fast-RIR++2022.06 | 1.45 | 1.61 | 369 | 15.2 | |
| FEW-SHOTRIRVisual input=false2022.06 | 1.58 | 0.83 | 347 | 19.3 | |
| FEW-SHOTRIRAcoustic echoes=false2022.06 | 1.67 | 0.95 | 357 | 20 | |
| FEW-SHOTRIRN (Number of observation poses)=12022.06 | 1.7 | 0.9 | 372 | 17.4 | |
| AnalyticalRIR++2022.06 | 3.02 | 1.19 | 467 | 29.4 | |
| Linear Interpolation2022.06 | 4.67 | 1.32 | 403 | 27.2 | |
| Nearest Neighbor2022.06 | 4.87 | 1.26 | 391 | 28 |