Autoregressive Audio (AAR) on AudioSet 20k (subset of 100 random 10 s clips)
2.75Compression RatioPolarQuant
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PolarQuantbits=2, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.75 | 12.59 | 1.4325 | -5.28 | — | |
| TurboQuant-MSEbits=2, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.72 | 12.65 | 1.4547 | -5.3 | — | |
| TurboQuant-QJLbits=2, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.69 | 13.17 | 1.6676 | -5.98 | — | |
| OCTOPUSbits=2, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.64 | 6.75 | 0.3171 | 1.07 | — | |
| PolarQuantbits=3, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.51 | 6.34 | 0.2279 | 1.71 | — | |
| OCTOPUS-QJLbits=2, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.5 | 6.88 | 0.324 | 0.97 | — | |
| TurboQuant-MSEbits=3, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.48 | 6.48 | 0.2377 | 1.55 | — | |
| TurboQuant-QJLbits=3, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.46 | 12.72 | 1.4883 | -5.44 | — | |
| OCTOPUSbits=3, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.43 | 6.45 | 0.2343 | 1.51 | — | |
| PolarQuantbits=4, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.31 | 6.28 | 0.213 | 2.23 | — | |
| OCTOPUS-QJLbits=3, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.31 | 6.43 | 0.2346 | 1.6 | — | |
| TurboQuant-MSEbits=4, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.29 | 6.36 | 0.2191 | 2.07 | — | |
| TurboQuant-QJLbits=4, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.26 | 6.24 | 0.2284 | 1.8 | — | |
| OCTOPUSbits=4, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.21 | 6.2 | 0.2134 | 2.22 | — | |
| OCTOPUS-QJLbits=4, residual window scale=1, V group=16, per-layer protection=none2026.05 | 2.11 | 6.17 | 0.2104 | 2.19 | — |