3D Acoustic Field Modeling on RAF 48 kHz (test)
0.36STFT Error (dB)INRAS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| INRASVariation=vanilla, Parameters (Million)=1.33, Storage (MB)=5.31, Speed (ms)=3.362024.03 | 0.36 | 0.79 | 0.025 | 8.01 | |
| NearestVariation=original, Storage (MB)=9,518.322024.03 | 0.38 | 0.71 | 0.02 | 7.67 | |
| INRAS++Variation=+ decay loss, Parameters (Million)=1.33, Storage (MB)=5.31, Speed (ms)=3.362024.03 | 0.39 | 0.57 | 0.017 | 6.17 | |
| NACFVariation=vanilla, Parameters (Million)=1.52, Storage (MB)=6.05, Speed (ms)=3.172024.03 | 0.39 | 0.59 | 0.017 | 6.62 | |
| NACFVariation=+ temporal, Parameters (Million)=1.75, Storage (MB)=7, Speed (ms)=3.412024.03 | 0.39 | 0.59 | 0.018 | 7.31 | |
| AV-NeRFVariation=vanilla, Parameters (Million)=12.99, Storage (MB)=51.98, Speed (ms)=6.482024.03 | 0.39 | 0.73 | 0.021 | 8.11 | |
| NearestVariation=Opus, Storage (MB)=2,033.812024.03 | 0.49 | 0.76 | 0.021 | 10.03 | |
| NAFVariation=vanilla, Parameters (Million)=5.51, Storage (MB)=22.04, Speed (ms)=11.982024.03 | 0.64 | 0.71 | 0.021 | 10.08 | |
| NAF++Variation=+ decay loss, Parameters (Million)=5.51, Storage (MB)=22.04, Speed (ms)=11.982024.03 | 0.64 | 0.53 | 0.017 | 8.19 | |
| LinearVariation=original, Storage (MB)=9,518.322024.03 | 0.88 | 0.83 | 0.027 | 7.82 | |
| LinearVariation=Opus, Storage (MB)=2,033.812024.03 | 0.92 | 0.86 | 0.029 | 10.19 | |
| NearestVariation=AAC, Storage (MB)=2,033.812024.03 | 1.04 | 1.97 | 0.064 | 22.83 | |
| LinearVariation=AAC, Storage (MB)=2,033.812024.03 | 1.26 | 2.49 | 0.085 | 25.64 |