deepfake_audio_wav2vec / eval_detailed_metrics.json
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{
"confusion_matrix": [
[
95,
11
],
[
0,
194
]
],
"classification_report": {
"spoof": {
"precision": 1.0,
"recall": 0.8962264150943396,
"f1-score": 0.945273631840796,
"support": 106.0
},
"bona-fide": {
"precision": 0.9463414634146341,
"recall": 1.0,
"f1-score": 0.9724310776942355,
"support": 194.0
},
"accuracy": 0.9633333333333334,
"macro avg": {
"precision": 0.973170731707317,
"recall": 0.9481132075471699,
"f1-score": 0.9588523547675158,
"support": 300.0
},
"weighted avg": {
"precision": 0.9653008130081302,
"recall": 0.9633333333333334,
"f1-score": 0.9628354468260202,
"support": 300.0
}
},
"classification_report_str": " precision recall f1-score support\n\n spoof 1.0000 0.8962 0.9453 106\n bona-fide 0.9463 1.0000 0.9724 194\n\n accuracy 0.9633 300\n macro avg 0.9732 0.9481 0.9589 300\nweighted avg 0.9653 0.9633 0.9628 300\n",
"per_class_accuracy": {
"spoof": 0.8962264150943396,
"bona-fide": 1.0
},
"task": {
"name": "Audio Classification",
"type": "audio-classification"
},
"metrics": [
{
"name": "Accuracy",
"type": "accuracy",
"value": 0.9633333333333334
}
]
}