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Dagaidagai commited on
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Update random-noise benchmark results

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  1. README.md +0 -0
  2. models/SCRN/gaussian_snr0_seed42/metrics_summary.json +33 -33
  3. models/SCRN/gaussian_snr0_seed42/model_metadata.json +1 -1
  4. models/SCRN/gaussian_snr0_seed43/metrics_summary.json +33 -33
  5. models/SCRN/gaussian_snr0_seed43/model_metadata.json +1 -1
  6. models/SCRN/gaussian_snr0_seed44/metrics_summary.json +33 -33
  7. models/SCRN/gaussian_snr0_seed44/model_metadata.json +1 -1
  8. models/SCRN/gaussian_snr5_seed42/metrics_summary.json +33 -33
  9. models/SCRN/gaussian_snr5_seed42/model_metadata.json +1 -1
  10. models/SCRN/gaussian_snr5_seed43/metrics_summary.json +33 -33
  11. models/SCRN/gaussian_snr5_seed43/model_metadata.json +1 -1
  12. models/SCRN/gaussian_snr5_seed44/metrics_summary.json +33 -33
  13. models/SCRN/gaussian_snr5_seed44/model_metadata.json +1 -1
  14. models/SCRN/gaussian_snrneg5_seed42/metrics_summary.json +33 -33
  15. models/SCRN/gaussian_snrneg5_seed42/model_metadata.json +1 -1
  16. models/SCRN/gaussian_snrneg5_seed43/metrics_summary.json +33 -33
  17. models/SCRN/gaussian_snrneg5_seed43/model_metadata.json +1 -1
  18. models/SCRN/gaussian_snrneg5_seed44/metrics_summary.json +33 -33
  19. models/SCRN/gaussian_snrneg5_seed44/model_metadata.json +1 -1
  20. models/SCRN/poisson_snr0_seed42/metrics_summary.json +33 -33
  21. models/SCRN/poisson_snr0_seed42/model_metadata.json +8 -0
  22. models/SCRN/poisson_snr0_seed43/metrics_summary.json +33 -33
  23. models/SCRN/poisson_snr0_seed43/model_metadata.json +8 -0
  24. models/SCRN/poisson_snr0_seed44/metrics_summary.json +33 -33
  25. models/SCRN/poisson_snr0_seed44/model_metadata.json +8 -0
  26. models/SCRN/poisson_snr5_seed42/metrics_summary.json +33 -33
  27. models/SCRN/poisson_snr5_seed42/model_metadata.json +8 -0
  28. models/SCRN/poisson_snr5_seed43/metrics_summary.json +33 -33
  29. models/SCRN/poisson_snr5_seed43/model_metadata.json +8 -0
  30. models/SCRN/poisson_snr5_seed44/metrics_summary.json +33 -33
  31. models/SCRN/poisson_snr5_seed44/model_metadata.json +8 -0
  32. models/SCRN/poisson_snrneg5_seed42/metrics_summary.json +33 -33
  33. models/SCRN/poisson_snrneg5_seed42/model_metadata.json +8 -0
  34. models/SCRN/poisson_snrneg5_seed43/metrics_summary.json +33 -33
  35. models/SCRN/poisson_snrneg5_seed43/model_metadata.json +8 -0
  36. models/SCRN/poisson_snrneg5_seed44/metrics_summary.json +33 -33
  37. models/SCRN/poisson_snrneg5_seed44/model_metadata.json +8 -0
  38. models/ddpm/gaussian_snr0_seed42/metrics_summary.json +33 -33
  39. models/ddpm/gaussian_snr0_seed42/model_metadata.json +1 -1
  40. models/ddpm/gaussian_snr0_seed43/metrics_summary.json +33 -33
  41. models/ddpm/gaussian_snr0_seed43/model_metadata.json +1 -1
  42. models/ddpm/gaussian_snr0_seed44/metrics_summary.json +33 -33
  43. models/ddpm/gaussian_snr0_seed44/model_metadata.json +1 -1
  44. models/ddpm/gaussian_snr5_seed42/metrics_summary.json +33 -33
  45. models/ddpm/gaussian_snr5_seed42/model_metadata.json +1 -1
  46. models/ddpm/gaussian_snr5_seed43/metrics_summary.json +33 -33
  47. models/ddpm/gaussian_snr5_seed43/model_metadata.json +1 -1
  48. models/ddpm/gaussian_snr5_seed44/metrics_summary.json +33 -33
  49. models/ddpm/gaussian_snr5_seed44/model_metadata.json +1 -1
  50. models/ddpm/gaussian_snrneg5_seed42/metrics_summary.json +33 -33
README.md CHANGED
The diff for this file is too large to render. See raw diff
 
models/SCRN/gaussian_snr0_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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@@ -58,30 +58,30 @@
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  "eb_wse_strong_70_100_ne": 0.143358,
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  "eb_wse_strong_70_100_snr": 16.906226,
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  "fb_fre_low_frequency_range_hz": [
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  },
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  "noise_kind": "gaussian",
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.458
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  }
 
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  "eb_wse_strong_70_100_ne": 0.503267,
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  "eb_wse_strong_70_100_ne": 0.143358,
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  "fb_fre_high_frequency_range_hz": [
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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  "eb_wse_strong_70_100_ne": -0.359909,
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  "eb_wse_strong_70_100_snr": 10.939516,
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+ "fb_fre_mid_ne": -0.373332,
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+ "fb_fre_mid_snr": 10.935019,
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+ "fb_fre_very_high_ne": -2.15927,
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  },
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  "noise_kind": "gaussian",
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
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+ "inference_time_seconds": 10.328
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  }
models/SCRN/gaussian_snr0_seed42/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "0",
6
  "seed": "42",
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- "num_parameters": 431892
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  }
 
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  "noise_kind": "gaussian",
5
  "snr_tag": "0",
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  "seed": "42",
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+ "num_parameters": 430000
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  }
models/SCRN/gaussian_snr0_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "eb_wse_strong_70_100_ne": 0.503394,
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  "fb_fre_low_frequency_range_hz": [
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  "input_source": "volume_with_synthetic_noise",
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  }
 
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  },
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
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+ "inference_time_seconds": 10.388
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  }
models/SCRN/gaussian_snr0_seed43/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
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  "noise_kind": "gaussian",
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  "snr_tag": "0",
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  "seed": "43",
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- "num_parameters": 431892
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  }
 
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  "noise_kind": "gaussian",
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  "snr_tag": "0",
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  "seed": "43",
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+ "num_parameters": 430000
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  }
models/SCRN/gaussian_snr0_seed44/metrics_summary.json CHANGED
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  "fb_fre_high_frequency_range_hz": [
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- "fb_fre_very_high_energy_ratio": 0.017547,
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
@@ -58,30 +58,30 @@
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  "eb_wse_medium_40_70_snr": 2.195643,
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  "eb_wse_strong_70_100_ne": 0.142953,
60
  "eb_wse_strong_70_100_snr": 16.930344,
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- "fb_fre_low_snr": 14.20445,
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- "fb_fre_low_energy_ratio": 0.055981,
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  "fb_fre_low_frequency_range_hz": [
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  50.72
67
  ],
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- "fb_fre_mid_snr": 16.596484,
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- "fb_fre_mid_energy_ratio": 0.612267,
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  93.2
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  ],
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- "fb_fre_high_energy_ratio": 0.313958,
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  "fb_fre_high_frequency_range_hz": [
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -102,17 +102,17 @@
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  "eb_wse_strong_70_100_ne": -0.360514,
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  },
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  "noise_kind": "gaussian",
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  "snr_db": 0.0,
116
  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.312
118
  }
 
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  "fb_fre_low_frequency_range_hz": [
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  "fb_fre_mid_frequency_range_hz": [
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  },
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  "noise_kind": "gaussian",
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  "snr_db": 0.0,
116
  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 10.499
118
  }
models/SCRN/gaussian_snr0_seed44/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "0",
6
  "seed": "44",
7
- "num_parameters": 431892
8
  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "0",
6
  "seed": "44",
7
+ "num_parameters": 430000
8
  }
models/SCRN/gaussian_snr5_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "eb_wse_strong_70_100_ne": 0.283008,
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -58,30 +58,30 @@
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  "fb_fre_low_frequency_range_hz": [
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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  "noise_kind": "gaussian",
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  "snr_db": 5.0,
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  "input_source": "volume_with_synthetic_noise",
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  }
 
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  "input_source": "volume_with_synthetic_noise",
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118
  }
models/SCRN/gaussian_snr5_seed42/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "42",
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- "num_parameters": 431892
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  }
 
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  "noise_kind": "gaussian",
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  "snr_tag": "5",
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  "seed": "42",
7
+ "num_parameters": 430000
8
  }
models/SCRN/gaussian_snr5_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -58,30 +58,30 @@
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -102,17 +102,17 @@
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  },
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  "noise_kind": "gaussian",
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  "snr_db": 5.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.345
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  }
 
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  ],
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  },
114
  "noise_kind": "gaussian",
115
  "snr_db": 5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 10.184
118
  }
models/SCRN/gaussian_snr5_seed43/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "43",
7
- "num_parameters": 431892
8
  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "43",
7
+ "num_parameters": 430000
8
  }
models/SCRN/gaussian_snr5_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
  "eb_wse_medium_40_70_snr": -6.498899,
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  "eb_wse_strong_70_100_ne": 0.28312,
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  "eb_wse_strong_70_100_snr": 10.963316,
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  "fb_fre_low_frequency_range_hz": [
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- "fb_fre_mid_energy_ratio": 0.612267,
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  93.2
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  ],
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- "fb_fre_high_ne": 0.415867,
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- "fb_fre_high_snr": 7.641427,
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  "fb_fre_high_frequency_range_hz": [
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  93.2,
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  135.68
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  ],
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- "fb_fre_very_high_ne": 1.488879,
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- "fb_fre_very_high_energy_ratio": 0.017547,
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
@@ -58,30 +58,30 @@
58
  "eb_wse_medium_40_70_snr": 4.531454,
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  "eb_wse_strong_70_100_ne": 0.097942,
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  "eb_wse_strong_70_100_snr": 20.223141,
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- "fb_fre_low_ne": 0.14443,
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- "fb_fre_low_energy_ratio": 0.055981,
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  "fb_fre_low_frequency_range_hz": [
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  22.4,
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  50.72
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  ],
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- "fb_fre_mid_ne": 0.105396,
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- "fb_fre_mid_energy_ratio": 0.612267,
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  93.2
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  93.2,
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  135.68
81
  ],
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- "fb_fre_very_high_snr": 6.884417,
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  "fb_fre_very_high_frequency_range_hz": [
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  164.0
@@ -102,17 +102,17 @@
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  "eb_wse_strong_70_100_ne": -0.185178,
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113
  },
114
  "noise_kind": "gaussian",
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  "snr_db": 5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
- "inference_time_seconds": 10.481
118
  }
 
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  "eb_wse_medium_40_70_snr": -6.498899,
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  "eb_wse_strong_70_100_ne": 0.28312,
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  "fb_fre_low_frequency_range_hz": [
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  ],
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  93.2
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  135.68
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
 
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  "fb_fre_low_frequency_range_hz": [
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  50.72
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  ],
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  93.2
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  "fb_fre_high_frequency_range_hz": [
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  135.68
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
 
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  },
114
  "noise_kind": "gaussian",
115
  "snr_db": 5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 10.306
118
  }
models/SCRN/gaussian_snr5_seed44/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "44",
7
- "num_parameters": 431892
8
  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "44",
7
+ "num_parameters": 430000
8
  }
models/SCRN/gaussian_snrneg5_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
  "eb_wse_medium_40_70_snr": -16.491108,
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  "eb_wse_strong_70_100_ne": 0.894949,
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  "eb_wse_strong_70_100_snr": 0.96671,
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20
  "fb_fre_low_frequency_range_hz": [
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  50.72
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  ],
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- "fb_fre_mid_energy_ratio": 0.612267,
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  ],
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- "fb_fre_high_snr": -2.354113,
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- "fb_fre_high_energy_ratio": 0.313958,
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  "fb_fre_high_frequency_range_hz": [
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  93.2,
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  135.68
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  ],
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- "fb_fre_very_high_ne": 4.710214,
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- "fb_fre_very_high_energy_ratio": 0.017547,
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
@@ -58,30 +58,30 @@
58
  "eb_wse_medium_40_70_snr": 0.640585,
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  "eb_wse_strong_70_100_ne": 0.204947,
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  "eb_wse_strong_70_100_snr": 13.789815,
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- "fb_fre_low_energy_ratio": 0.055981,
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  "fb_fre_low_frequency_range_hz": [
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  22.4,
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  50.72
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  ],
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- "fb_fre_mid_ne": 0.201036,
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  "fb_fre_mid_frequency_range_hz": [
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  50.72,
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  93.2
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  ],
75
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  "fb_fre_high_frequency_range_hz": [
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  93.2,
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  135.68
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  ],
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- "fb_fre_very_high_ne": 0.754524,
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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@@ -102,17 +102,17 @@
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  "eb_wse_strong_70_100_ne": -0.690002,
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  },
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  "noise_kind": "gaussian",
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  "snr_db": -5.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.397
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  }
 
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  "eb_wse_strong_70_100_ne": 0.894949,
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  "fb_fre_low_frequency_range_hz": [
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  ],
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  },
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  "noise_kind": "gaussian",
115
  "snr_db": -5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 10.332
118
  }
models/SCRN/gaussian_snrneg5_seed42/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "neg5",
6
  "seed": "42",
7
- "num_parameters": 431892
8
  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "neg5",
6
  "seed": "42",
7
+ "num_parameters": 430000
8
  }
models/SCRN/gaussian_snrneg5_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
  "eb_wse_medium_40_70_snr": -16.498943,
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  "eb_wse_strong_70_100_ne": 0.895175,
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  "fb_fre_low_frequency_range_hz": [
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  22.4,
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  ],
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  "fb_fre_mid_frequency_range_hz": [
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  ],
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- "fb_fre_very_high_ne": 4.707505,
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
@@ -58,30 +58,30 @@
58
  "eb_wse_medium_40_70_snr": 0.657243,
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  "eb_wse_strong_70_100_ne": 0.205126,
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  "eb_wse_strong_70_100_snr": 13.780609,
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- "fb_fre_low_ne": 0.256103,
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  "fb_fre_low_frequency_range_hz": [
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  ],
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  "fb_fre_mid_frequency_range_hz": [
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  ],
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- "fb_fre_very_high_ne": 0.749703,
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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  164.0
@@ -102,17 +102,17 @@
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  "eb_wse_medium_40_70_snr": 17.156186,
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  },
114
  "noise_kind": "gaussian",
115
  "snr_db": -5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
- "inference_time_seconds": 10.283
118
  }
 
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  "eb_wse_strong_70_100_ne": 0.895175,
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+ "fb_fre_low_ne": 2.688474,
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  "fb_fre_low_frequency_range_hz": [
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  ],
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118
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models/SCRN/gaussian_snrneg5_seed43/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "neg5",
6
  "seed": "43",
7
- "num_parameters": 431892
8
  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "neg5",
6
  "seed": "43",
7
+ "num_parameters": 430000
8
  }
models/SCRN/gaussian_snrneg5_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "fb_fre_mid_frequency_range_hz": [
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  "fb_fre_high_frequency_range_hz": [
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  "snr_db": -5.0,
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  "input_source": "volume_with_synthetic_noise",
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117
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118
  }
models/SCRN/gaussian_snrneg5_seed44/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "neg5",
6
  "seed": "44",
7
- "num_parameters": 431892
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  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "neg5",
6
  "seed": "44",
7
+ "num_parameters": 430000
8
  }
models/SCRN/poisson_snr0_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
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@@ -58,30 +58,30 @@
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -102,17 +102,17 @@
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  "noise_kind": "poisson",
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.537
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  }
 
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  "noise_kind": "poisson",
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 10.318
118
  }
models/SCRN/poisson_snr0_seed42/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "task": "random_noise_suppression",
3
+ "model": "SCRN",
4
+ "noise_kind": "poisson",
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+ "snr_tag": "0",
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+ "seed": "42",
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+ "num_parameters": 430000
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models/SCRN/poisson_snr0_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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@@ -58,30 +58,30 @@
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  "fb_fre_high_frequency_range_hz": [
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  }
 
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  "noise_kind": "poisson",
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
117
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118
  }
models/SCRN/poisson_snr0_seed43/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "task": "random_noise_suppression",
3
+ "model": "SCRN",
4
+ "noise_kind": "poisson",
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+ "snr_tag": "0",
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+ "seed": "43",
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+ "num_parameters": 430000
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+ }
models/SCRN/poisson_snr0_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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@@ -58,30 +58,30 @@
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  "fb_fre_high_frequency_range_hz": [
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  135.68
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  ],
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@@ -102,17 +102,17 @@
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
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  }
 
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  ],
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  "input_source": "volume_with_synthetic_noise",
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  }
models/SCRN/poisson_snr0_seed44/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "task": "random_noise_suppression",
3
+ "model": "SCRN",
4
+ "noise_kind": "poisson",
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+ "snr_tag": "0",
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+ "seed": "44",
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+ "num_parameters": 430000
8
+ }
models/SCRN/poisson_snr5_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
  "eb_wse_medium_40_70_snr": -6.491387,
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -58,30 +58,30 @@
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  "eb_wse_medium_40_70_snr": 4.584936,
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -102,17 +102,17 @@
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  "noise_kind": "poisson",
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  "snr_db": 5.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.308
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  }
 
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  "eb_wse_medium_40_70_snr": -6.491387,
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  "fb_fre_very_high_frequency_range_hz": [
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  "eb_wse_medium_40_70_snr": 4.584936,
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  "eb_wse_strong_70_100_ne": 0.0977,
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  "eb_wse_strong_70_100_snr": 20.248554,
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  },
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  "noise_kind": "poisson",
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  "snr_db": 5.0,
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  "input_source": "volume_with_synthetic_noise",
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+ "inference_time_seconds": 10.434
118
  }
models/SCRN/poisson_snr5_seed42/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
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+ "task": "random_noise_suppression",
3
+ "model": "SCRN",
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+ "noise_kind": "poisson",
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+ "snr_tag": "5",
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7
+ "num_parameters": 430000
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models/SCRN/poisson_snr5_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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@@ -58,30 +58,30 @@
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  "fb_fre_low_frequency_range_hz": [
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  "fb_fre_high_frequency_range_hz": [
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  "snr_db": 5.0,
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  }
 
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  "input_source": "volume_with_synthetic_noise",
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118
  }
models/SCRN/poisson_snr5_seed43/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "task": "random_noise_suppression",
3
+ "model": "SCRN",
4
+ "noise_kind": "poisson",
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+ "snr_tag": "5",
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models/SCRN/poisson_snr5_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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  "input_source": "volume_with_synthetic_noise",
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  }
 
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  "input_source": "volume_with_synthetic_noise",
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  }
models/SCRN/poisson_snr5_seed44/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
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+ "task": "random_noise_suppression",
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+ "model": "SCRN",
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+ "noise_kind": "poisson",
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+ "snr_tag": "5",
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+ "seed": "44",
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+ "num_parameters": 430000
8
+ }
models/SCRN/poisson_snrneg5_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -58,30 +58,30 @@
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  "eb_wse_medium_40_70_snr": 0.645345,
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -102,17 +102,17 @@
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  "snr_db": -5.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.299
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  }
 
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  "eb_wse_medium_40_70_snr": -16.496135,
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  "fb_fre_low_frequency_range_hz": [
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  ],
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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  "eb_wse_medium_40_70_snr": 0.645345,
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  "eb_wse_strong_70_100_ne": 0.205213,
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  "eb_wse_strong_70_100_snr": 13.778605,
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  "fb_fre_low_frequency_range_hz": [
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  }
models/SCRN/poisson_snrneg5_seed42/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
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+ "task": "random_noise_suppression",
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+ "model": "SCRN",
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+ "noise_kind": "poisson",
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models/SCRN/poisson_snrneg5_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "fb_fre_low_frequency_range_hz": [
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  "snr_db": -5.0,
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  "input_source": "volume_with_synthetic_noise",
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  }
 
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118
  }
models/SCRN/poisson_snrneg5_seed43/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
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+ "task": "random_noise_suppression",
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+ "model": "SCRN",
4
+ "noise_kind": "poisson",
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+ "snr_tag": "neg5",
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+ "seed": "43",
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+ "num_parameters": 430000
8
+ }
models/SCRN/poisson_snrneg5_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -58,30 +58,30 @@
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  "eb_wse_medium_40_70_snr": 0.66793,
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  "fb_fre_very_high_frequency_range_hz": [
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  "snr_db": -5.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 10.452
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  }
 
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  },
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  "noise_kind": "poisson",
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  "snr_db": -5.0,
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  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 10.319
118
  }
models/SCRN/poisson_snrneg5_seed44/model_metadata.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "task": "random_noise_suppression",
3
+ "model": "SCRN",
4
+ "noise_kind": "poisson",
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+ "snr_tag": "neg5",
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+ "seed": "44",
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+ "num_parameters": 430000
8
+ }
models/ddpm/gaussian_snr0_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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@@ -58,30 +58,30 @@
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  "eb_wse_medium_40_70_snr": 0.554568,
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  ],
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  ],
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  "fb_fre_very_high_frequency_range_hz": [
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  135.68,
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@@ -102,17 +102,17 @@
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  }
models/ddpm/gaussian_snr0_seed42/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
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  "noise_kind": "gaussian",
5
  "snr_tag": "0",
6
  "seed": "42",
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- "num_parameters": 33299329
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  }
 
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  "snr_tag": "0",
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  "seed": "42",
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+ "num_parameters": 33300000
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  }
models/ddpm/gaussian_snr0_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "snr_db": 0.0,
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  }
models/ddpm/gaussian_snr0_seed43/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
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  "noise_kind": "gaussian",
5
  "snr_tag": "0",
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  "seed": "43",
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- "num_parameters": 33299329
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  }
 
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  "seed": "43",
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+ "num_parameters": 33300000
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  }
models/ddpm/gaussian_snr0_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "snr_db": 0.0,
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  "input_source": "volume_with_synthetic_noise",
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- "inference_time_seconds": 771.862
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  }
 
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  "input_source": "volume_with_synthetic_noise",
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  }
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@@ -4,5 +4,5 @@
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  "snr_tag": "0",
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- "num_parameters": 33299329
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  "seed": "44",
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  "fb_fre_high_frequency_range_hz": [
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  "fb_fre_very_high_frequency_range_hz": [
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@@ -58,30 +58,30 @@
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  "eb_wse_strong_70_100_ne": 0.126314,
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  "eb_wse_strong_70_100_snr": 18.367631,
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- "fb_fre_low_energy_ratio": 0.055981,
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  "fb_fre_low_frequency_range_hz": [
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  ],
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  "fb_fre_mid_frequency_range_hz": [
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  ],
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  "fb_fre_high_frequency_range_hz": [
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  "noise_kind": "gaussian",
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  "snr_db": 5.0,
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  "input_source": "volume_with_synthetic_noise",
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  }
 
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  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 760.78
118
  }
models/ddpm/gaussian_snr5_seed42/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "42",
7
- "num_parameters": 33299329
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  }
 
4
  "noise_kind": "gaussian",
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  "snr_tag": "5",
6
  "seed": "42",
7
+ "num_parameters": 33300000
8
  }
models/ddpm/gaussian_snr5_seed43/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "snr_db": 5.0,
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  }
models/ddpm/gaussian_snr5_seed43/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
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  "noise_kind": "gaussian",
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  "snr_tag": "5",
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  "seed": "43",
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- "num_parameters": 33299329
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  "seed": "43",
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+ "num_parameters": 33300000
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  }
models/ddpm/gaussian_snr5_seed44/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
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  "snr_db": 5.0,
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  }
 
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  164.0
 
102
  "eb_wse_medium_40_70_snr": 8.964998,
103
  "eb_wse_strong_70_100_ne": -0.162663,
104
  "eb_wse_strong_70_100_snr": 7.708853,
105
+ "fb_fre_low_ne": -0.625611,
106
+ "fb_fre_low_snr": 11.835122,
107
+ "fb_fre_mid_ne": -0.164253,
108
+ "fb_fre_mid_snr": 7.346201,
109
+ "fb_fre_high_ne": -0.221549,
110
+ "fb_fre_high_snr": 6.723128,
111
+ "fb_fre_very_high_ne": -0.881305,
112
+ "fb_fre_very_high_snr": 8.12023
113
  },
114
  "noise_kind": "gaussian",
115
  "snr_db": 5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 760.592
118
  }
models/ddpm/gaussian_snr5_seed44/model_metadata.json CHANGED
@@ -4,5 +4,5 @@
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "44",
7
- "num_parameters": 33299329
8
  }
 
4
  "noise_kind": "gaussian",
5
  "snr_tag": "5",
6
  "seed": "44",
7
+ "num_parameters": 33300000
8
  }
models/ddpm/gaussian_snrneg5_seed42/metrics_summary.json CHANGED
@@ -14,30 +14,30 @@
14
  "eb_wse_medium_40_70_snr": -16.491108,
15
  "eb_wse_strong_70_100_ne": 0.894949,
16
  "eb_wse_strong_70_100_snr": 0.96671,
17
- "fb_fre_low_ne": 2.609293,
18
- "fb_fre_low_snr": -8.274515,
19
- "fb_fre_low_energy_ratio": 0.055981,
20
  "fb_fre_low_frequency_range_hz": [
21
  22.4,
22
  50.72
23
  ],
24
- "fb_fre_mid_ne": 0.93692,
25
- "fb_fre_mid_snr": 0.568444,
26
- "fb_fre_mid_energy_ratio": 0.612267,
27
  "fb_fre_mid_frequency_range_hz": [
28
  50.72,
29
  93.2
30
  ],
31
- "fb_fre_high_ne": 1.314424,
32
- "fb_fre_high_snr": -2.354113,
33
- "fb_fre_high_energy_ratio": 0.313958,
34
  "fb_fre_high_frequency_range_hz": [
35
  93.2,
36
  135.68
37
  ],
38
- "fb_fre_very_high_ne": 4.710214,
39
- "fb_fre_very_high_snr": -13.327039,
40
- "fb_fre_very_high_energy_ratio": 0.017547,
41
  "fb_fre_very_high_frequency_range_hz": [
42
  135.68,
43
  164.0
@@ -58,30 +58,30 @@
58
  "eb_wse_medium_40_70_snr": -0.756617,
59
  "eb_wse_strong_70_100_ne": 0.238689,
60
  "eb_wse_strong_70_100_snr": 12.544879,
61
- "fb_fre_low_ne": 0.326829,
62
- "fb_fre_low_snr": 9.87443,
63
- "fb_fre_low_energy_ratio": 0.055981,
64
  "fb_fre_low_frequency_range_hz": [
65
  22.4,
66
  50.72
67
  ],
68
- "fb_fre_mid_ne": 0.235019,
69
- "fb_fre_mid_snr": 12.68522,
70
- "fb_fre_mid_energy_ratio": 0.612267,
71
  "fb_fre_mid_frequency_range_hz": [
72
  50.72,
73
  93.2
74
  ],
75
- "fb_fre_high_ne": 0.334402,
76
- "fb_fre_high_snr": 9.7401,
77
- "fb_fre_high_energy_ratio": 0.313958,
78
  "fb_fre_high_frequency_range_hz": [
79
  93.2,
80
  135.68
81
  ],
82
- "fb_fre_very_high_ne": 0.963909,
83
- "fb_fre_very_high_snr": 1.047747,
84
- "fb_fre_very_high_energy_ratio": 0.017547,
85
  "fb_fre_very_high_frequency_range_hz": [
86
  135.68,
87
  164.0
@@ -102,17 +102,17 @@
102
  "eb_wse_medium_40_70_snr": 15.734491,
103
  "eb_wse_strong_70_100_ne": -0.65626,
104
  "eb_wse_strong_70_100_snr": 11.578169,
105
- "fb_fre_low_ne": -2.282464,
106
- "fb_fre_low_snr": 18.148945,
107
- "fb_fre_mid_ne": -0.701901,
108
- "fb_fre_mid_snr": 12.116776,
109
- "fb_fre_high_ne": -0.980022,
110
- "fb_fre_high_snr": 12.094213,
111
- "fb_fre_very_high_ne": -3.746305,
112
- "fb_fre_very_high_snr": 14.374786
113
  },
114
  "noise_kind": "gaussian",
115
  "snr_db": -5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
- "inference_time_seconds": 772.766
118
  }
 
14
  "eb_wse_medium_40_70_snr": -16.491108,
15
  "eb_wse_strong_70_100_ne": 0.894949,
16
  "eb_wse_strong_70_100_snr": 0.96671,
17
+ "fb_fre_low_ne": 2.687476,
18
+ "fb_fre_low_snr": -8.531096,
19
+ "fb_fre_low_energy_ratio": 0.045443,
20
  "fb_fre_low_frequency_range_hz": [
21
  22.4,
22
  50.72
23
  ],
24
+ "fb_fre_mid_ne": 0.928485,
25
+ "fb_fre_mid_snr": 0.648073,
26
+ "fb_fre_mid_energy_ratio": 0.546771,
27
  "fb_fre_mid_frequency_range_hz": [
28
  50.72,
29
  93.2
30
  ],
31
+ "fb_fre_high_ne": 1.348191,
32
+ "fb_fre_high_snr": -2.573669,
33
+ "fb_fre_high_energy_ratio": 0.261746,
34
  "fb_fre_high_frequency_range_hz": [
35
  93.2,
36
  135.68
37
  ],
38
+ "fb_fre_very_high_ne": 4.928553,
39
+ "fb_fre_very_high_snr": -13.722462,
40
+ "fb_fre_very_high_energy_ratio": 0.013773,
41
  "fb_fre_very_high_frequency_range_hz": [
42
  135.68,
43
  164.0
 
58
  "eb_wse_medium_40_70_snr": -0.756617,
59
  "eb_wse_strong_70_100_ne": 0.238689,
60
  "eb_wse_strong_70_100_snr": 12.544879,
61
+ "fb_fre_low_ne": 0.332306,
62
+ "fb_fre_low_snr": 9.733452,
63
+ "fb_fre_low_energy_ratio": 0.045443,
64
  "fb_fre_low_frequency_range_hz": [
65
  22.4,
66
  50.72
67
  ],
68
+ "fb_fre_mid_ne": 0.234684,
69
+ "fb_fre_mid_snr": 12.695582,
70
+ "fb_fre_mid_energy_ratio": 0.546771,
71
  "fb_fre_mid_frequency_range_hz": [
72
  50.72,
73
  93.2
74
  ],
75
+ "fb_fre_high_ne": 0.331201,
76
+ "fb_fre_high_snr": 9.844144,
77
+ "fb_fre_high_energy_ratio": 0.261746,
78
  "fb_fre_high_frequency_range_hz": [
79
  93.2,
80
  135.68
81
  ],
82
+ "fb_fre_very_high_ne": 0.993328,
83
+ "fb_fre_very_high_snr": 0.799835,
84
+ "fb_fre_very_high_energy_ratio": 0.013773,
85
  "fb_fre_very_high_frequency_range_hz": [
86
  135.68,
87
  164.0
 
102
  "eb_wse_medium_40_70_snr": 15.734491,
103
  "eb_wse_strong_70_100_ne": -0.65626,
104
  "eb_wse_strong_70_100_snr": 11.578169,
105
+ "fb_fre_low_ne": -2.35517,
106
+ "fb_fre_low_snr": 18.264548,
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+ "fb_fre_mid_ne": -0.693801,
108
+ "fb_fre_mid_snr": 12.047509,
109
+ "fb_fre_high_ne": -1.01699,
110
+ "fb_fre_high_snr": 12.417813,
111
+ "fb_fre_very_high_ne": -3.935225,
112
+ "fb_fre_very_high_snr": 14.522297
113
  },
114
  "noise_kind": "gaussian",
115
  "snr_db": -5.0,
116
  "input_source": "volume_with_synthetic_noise",
117
+ "inference_time_seconds": 760.844
118
  }