zehralx/deepfake_audio_wav2vec

wav2vec2-audio-classification-v1-test

Model Index

{
  "model-index": [
    {
      "name": "wav2vec2-audio-classification-v1-test",
      "results": [
        {
          "task": {
            "type": "audio-classification",
            "name": "Audio Classification"
          },
          "dataset": {
            "name": "./audio_classification",
            "type": "audio",
            "config": "default"
          },
          "metrics": [
            {
              "type": "accuracy",
              "name": "Accuracy",
              "value": 0.9633333333333334
            }
          ]
        }
      ]
    }
  ]
}

Detailed Evaluation Metrics

Confusion Matrix

	spoof	bona-fide
spoof	95	11
bona-fide	0	194

Per-class Accuracy

Class	Accuracy
spoof	0.8962
bona-fide	1.0000

Classification Report

              precision    recall  f1-score   support

       spoof     1.0000    0.8962    0.9453       106
   bona-fide     0.9463    1.0000    0.9724       194

    accuracy                         0.9633       300
   macro avg     0.9732    0.9481    0.9589       300
weighted avg     0.9653    0.9633    0.9628       300