Local Characteristic Residual Gating / results.json

✓✓ Beats tuned baseline

Raw ⬇ ZIP
 1{
 2  "math": {
 3    "corrected_inverse_max_identity_error": 2.2737367544323206e-13,
 4    "corrected_inverse_median_identity_error": 2.7755575615628914e-17,
 5    "literal_displayed_inverse_max_identity_error": 2298.6089432002236,
 6    "literal_displayed_inverse_median_identity_error": 0.6698516357929958,
 7    "representative_roundtrip_error": 0.0,
 8    "gate_min": 0.33333333935813275,
 9    "gate_max": 0.9999684985740496,
10    "all_gates_bounded": true
11  },
12  "baseline_no_gate": {
13    "acoustic_rms": 0.06172504949179759,
14    "acoustic_suppression_fraction": 0.0,
15    "equilibrium_mse_to_clean": 0.0,
16    "total_mse_to_clean": 0.0015239926939059447,
17    "mean_gate_equilibrium": 1.0,
18    "mean_gate_acoustic": 1.0,
19    "min_gate": 1.0,
20    "max_gate": 1.0
21  },
22  "characteristic_gate": {
23    "acoustic_rms": 0.02058149599847246,
24    "acoustic_suppression_fraction": 0.6665616930577357,
25    "equilibrium_mse_to_clean": 2.468797679734187e-05,
26    "total_mse_to_clean": 0.00018425197709246027,
27    "mean_gate_equilibrium": 0.9425267889376758,
28    "mean_gate_acoustic": 0.40182898552388213,
29    "min_gate": 0.33333333935813275,
30    "max_gate": 0.9999684985740496
31  },
32  "scalar_tv_gate": {
33    "acoustic_rms": 0.04716072628919634,
34    "acoustic_suppression_fraction": 0.23595482421665215,
35    "equilibrium_mse_to_clean": 0.005736734792682218,
36    "total_mse_to_clean": 0.004331694517259129,
37    "mean_gate_equilibrium": 0.9359677735814674,
38    "mean_gate_acoustic": 0.9359677735814675,
39    "min_gate": 0.7048872223160315,
40    "max_gate": 0.9979347717045762
41  },
42  "setup": {
43    "n": 256,
44    "alpha": 2.0,
45    "seed": 631,
46    "description": "smooth equilibrium jump plus localized alternating acoustic ringing"
47  }
48}