{ "model": "v2", "features": { "kind": "mel", "sample_rate": 16000, "segment_seconds": 1.0, "n_mels": 128, "params": {} }, "data_dir": "data/aadd_test_clean", "n_files": 15720, "n_errors": 0, "chunk_metrics": { "threshold": 0.5, "n": 108936, "per_class": { "AddGaussianNoise": { "precision": 0.999217037269026, "recall": 0.9995300751879699, "f1": 0.9993735317149569, "support": 6384, "roc_auc": 0.9999997937961567, "ap": 0.9999966808218116 }, "PitchShift": { "precision": 0.8394169998710177, "recall": 0.9977004445807144, "f1": 0.9117399831885682, "support": 6523, "roc_auc": 0.9995458625225224, "ap": 0.9928713476741616 }, "TimeStretch": { "precision": 0.9888168557536466, "recall": 0.9475073769218822, "f1": 0.9677214687921326, "support": 6439, "roc_auc": 0.9955286650740696, "ap": 0.9839561866022241 }, "Shift": { "precision": 0.6918160344588022, "recall": 0.7634161300214658, "f1": 0.7258546541293097, "support": 6522, "roc_auc": 0.9749707568346422, "ap": 0.7953293614350315 }, "ClippingDistortion": { "precision": 0.7836449265020694, "recall": 0.8556958080099735, "f1": 0.8180870083432658, "support": 6417, "roc_auc": 0.9706060362531568, "ap": 0.8803149240723878 }, "LowPassFilter": { "precision": 0.9992203336971776, "recall": 0.9956494717215661, "f1": 0.9974317067476068, "support": 6436, "roc_auc": 0.9999966074974609, "ap": 0.9999490675228105 }, "HighPassFilter": { "precision": 0.9843540455967814, "recall": 1.0, "f1": 0.992115341293084, "support": 6606, "roc_auc": 0.9999943401695388, "ap": 0.9999081189565587 }, "None": { "precision": 0.9602337653857456, "recall": 0.9247433539279033, "f1": 0.9421544523372869, "support": 63609, "roc_auc": 0.9815352857810852, "ap": 0.9826660102190594 } }, "f1_micro": 0.9300420968549012, "f1_macro": 0.9193097683182764, "f1_weighted": 0.9312349859464469, "f1_samples": 0.9288267117084036, "exact_match": 0.9267459792905927, "label_accuracy": 0.9825138154512741, "f1_macro_degradations": 0.9160462420298463, "single_label": true, "argmax_accuracy": 0.9300598516560182, "confusion_argmax": [ [ 6382, 0, 0, 0, 1, 0, 0, 1 ], [ 0, 6506, 5, 0, 0, 0, 0, 12 ], [ 0, 121, 6090, 9, 10, 0, 1, 208 ], [ 0, 65, 5, 5008, 68, 0, 9, 1367 ], [ 1, 9, 2, 36, 5496, 0, 0, 873 ], [ 0, 3, 1, 5, 0, 6409, 0, 18 ], [ 0, 0, 0, 0, 0, 0, 6606, 0 ], [ 3, 972, 47, 2190, 1475, 8, 94, 58820 ] ] }, "file_level": { "n_files": 15720, "spearman": 0.9379940245987908, "pearson": 0.95584093723217, "mae": 0.40368956743002543 } }