MattyB95/AST-VoxCelebSpoof-Synthetic-Voice-Detection

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AST-VoxCelebSpoof-Synthetic-Voice-Detection

This model is a fine-tuned version of MIT/ast-finetuned-audioset-10-10-0.4593 on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 89136693248.0
• —Accuracy: 0.9999
• —F1: 0.9999
• —Precision: 1.0
• —Recall: 0.9998

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 5e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0

Training results

Framework versions

• —Transformers 4.36.2
• —Pytorch 2.1.2
• —Datasets 2.16.1
• —Tokenizers 0.15.0