File size: 3,617 Bytes
238392c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 | {
"assignment_method": "exact_milp_source_label_balanced",
"binary_counts_total": {
"noise": 2800,
"whistle": 2800
},
"binary_label_names": [
"noise",
"whistle"
],
"features": [
{
"dtype": "audio(decode=false)",
"name": "audio"
},
{
"dtype": "class_label(noise, whistle)",
"name": "binary_label"
},
{
"dtype": "string",
"name": "name"
},
{
"dtype": "string",
"name": "source_label"
},
{
"dtype": "sequence(int64, length=7)",
"name": "label"
}
],
"label_names": [
"SW_Neo",
"SW_Luna",
"SW_Nikita",
"SW_Nana",
"SW_Yosefa",
"SW_Dana",
"NSW_1"
],
"leakage": {
"any_session_overlap_count": 0,
"pairwise_session_overlap": {
"train__test": 0,
"train__validation": 0,
"validation__test": 0
}
},
"output_dataset_dir": "openwhistle_detection_finetuning/output/OpenWhistle-1.0-Detection-Finetuning-session-disjoint",
"previous_split_leakage": {
"test_rows_total": 1120,
"test_rows_with_train_session": 1120,
"train_test_session_overlap": 232,
"train_test_session_overlap_examples": [
"13-11-19-1221",
"Exp_01_Feb_2020_0945am",
"Exp_01_Feb_2020_1045am",
"Exp_01_Feb_2020_1145am",
"Exp_01_Feb_2020_1345pm",
"Exp_01_Feb_2020_1545pm",
"Exp_01_Jan_2020_0845am",
"Exp_01_Jan_2020_0945am",
"Exp_01_Jan_2020_1045am",
"Exp_01_Jan_2020_1245pm",
"Exp_01_Jan_2020_1345pm",
"Exp_01_Jan_2020_1545pm",
"Exp_01_Mar_2020_1145am",
"Exp_01_Mar_2020_1545pm",
"Exp_01_Mar_2020_1745pm",
"Exp_02_Feb_2020_1245pm",
"Exp_02_Feb_2020_1545pm",
"Exp_02_Jan_2020_0845am",
"Exp_02_Jan_2020_1045am",
"Exp_02_Jan_2020_1345pm"
]
},
"ratios": {
"test": 0.15,
"train": 0.7,
"validation": 0.15
},
"repo_id": "OpenWhistleNeurIPS26/OpenWhistle-Detection-Finetuning",
"rows_total": 5600,
"seed": 42,
"sessions_total": 241,
"source_dir": "/DOLPHIN1/Wh_detection_database_NEURIPS/OW_detection",
"source_label_counts_total": {
"Dana": 400,
"Luna": 400,
"NSW_1": 400,
"Nana": 400,
"Neo": 400,
"Nikita": 400,
"Yosefa": 400,
"noise": 2800
},
"splits": {
"test": {
"binary_counts": {
"noise": 420,
"whistle": 420
},
"row_ratio": 0.15,
"rows": 840,
"sessions": 38,
"source_label_counts": {
"Dana": 60,
"Luna": 60,
"NSW_1": 60,
"Nana": 60,
"Neo": 60,
"Nikita": 60,
"Yosefa": 60,
"noise": 420
},
"target_ratio": 0.15,
"target_rows": 840.0
},
"train": {
"binary_counts": {
"noise": 1960,
"whistle": 1960
},
"row_ratio": 0.7,
"rows": 3920,
"sessions": 165,
"source_label_counts": {
"Dana": 280,
"Luna": 280,
"NSW_1": 280,
"Nana": 280,
"Neo": 280,
"Nikita": 280,
"Yosefa": 280,
"noise": 1960
},
"target_ratio": 0.7,
"target_rows": 3919.9999999999995
},
"validation": {
"binary_counts": {
"noise": 420,
"whistle": 420
},
"row_ratio": 0.15,
"rows": 840,
"sessions": 38,
"source_label_counts": {
"Dana": 60,
"Luna": 60,
"NSW_1": 60,
"Nana": 60,
"Neo": 60,
"Nikita": 60,
"Yosefa": 60,
"noise": 420
},
"target_ratio": 0.15,
"target_rows": 840.0
}
}
}
|