Model save
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README.md
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This model is a fine-tuned version of [MIT/ast-finetuned-audioset-10-10-0.4593](https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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- F1: 0.
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- Recall: 0.
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- Precision: 0.
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- Mcc: 0.
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- Auc:
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Recall | Precision | Mcc | Auc |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:---------:|:------:|:------:|
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| 0.0 | 7.0 | 1400 | 0.
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| 0.0 | 8.0 | 1600 | 0.
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| 0.0 | 9.0 | 1800 | 0.
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### Framework versions
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This model is a fine-tuned version of [MIT/ast-finetuned-audioset-10-10-0.4593](https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5704
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- Accuracy: 0.8775
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- F1: 0.8773
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- Recall: 0.8775
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- Precision: 0.8773
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- Mcc: 0.8469
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- Auc: 0.9835
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Recall | Precision | Mcc | Auc |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:---------:|:------:|:------:|
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| 1.0165 | 1.0 | 200 | 1.2394 | 0.5575 | 0.4931 | 0.5575 | 0.4662 | 0.4677 | 0.8879 |
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| 0.8119 | 2.0 | 400 | 0.5971 | 0.7575 | 0.7576 | 0.7575 | 0.7668 | 0.6992 | 0.9592 |
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| 0.1652 | 3.0 | 600 | 0.5719 | 0.815 | 0.8161 | 0.8150 | 0.8273 | 0.7711 | 0.9713 |
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| 0.0829 | 4.0 | 800 | 0.8850 | 0.8 | 0.8017 | 0.8 | 0.8346 | 0.7590 | 0.9730 |
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| 0.0102 | 5.0 | 1000 | 0.7974 | 0.8375 | 0.8386 | 0.8375 | 0.8590 | 0.8024 | 0.9778 |
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| 0.0004 | 6.0 | 1200 | 0.5919 | 0.86 | 0.8607 | 0.86 | 0.8632 | 0.8254 | 0.9815 |
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| 0.0 | 7.0 | 1400 | 0.5652 | 0.88 | 0.8798 | 0.8800 | 0.8803 | 0.8502 | 0.9833 |
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| 0.0 | 8.0 | 1600 | 0.5665 | 0.875 | 0.8749 | 0.875 | 0.8749 | 0.8438 | 0.9834 |
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| 0.0 | 9.0 | 1800 | 0.5695 | 0.8775 | 0.8773 | 0.8775 | 0.8773 | 0.8469 | 0.9835 |
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| 0.0 | 10.0 | 2000 | 0.5704 | 0.8775 | 0.8773 | 0.8775 | 0.8773 | 0.8469 | 0.9835 |
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### Framework versions
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model.safetensors
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