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ast-finetuned-audioset-10-10-0.4593-finetuned-gunshot

Audio Classification
Transformers
TensorBoard
Safetensors
audio-spectrogram-transformer
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  1. README.md +12 -12
  2. model.safetensors +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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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: 0.8955
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- - Accuracy: 0.7647
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  ## Model description
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@@ -51,16 +51,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.771 | 1.0 | 341 | 1.4439 | 0.6294 |
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- | 3.4687 | 2.0 | 682 | 1.2804 | 0.6824 |
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- | 0.7887 | 3.0 | 1023 | 0.5085 | 0.7412 |
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- | 0.4093 | 4.0 | 1364 | 0.4299 | 0.7882 |
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- | 0.1765 | 5.0 | 1705 | 0.3885 | 0.8471 |
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- | 0.1055 | 6.0 | 2046 | 0.4319 | 0.7941 |
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- | 0.1341 | 7.0 | 2387 | 0.4773 | 0.8 |
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- | 0.0722 | 8.0 | 2728 | 0.8647 | 0.7412 |
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- | 0.156 | 9.0 | 3069 | 0.9191 | 0.7647 |
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- | 0.0377 | 10.0 | 3410 | 0.8955 | 0.7647 |
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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: 0.8795
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+ - Accuracy: 0.7529
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 1.0609 | 1.0 | 341 | 1.3465 | 0.6588 |
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+ | 2.5693 | 2.0 | 682 | 1.3427 | 0.6882 |
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+ | 0.3521 | 3.0 | 1023 | 0.7226 | 0.7647 |
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+ | 0.4897 | 4.0 | 1364 | 0.3091 | 0.8471 |
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+ | 0.2211 | 5.0 | 1705 | 0.5495 | 0.8235 |
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+ | 0.1775 | 6.0 | 2046 | 0.3732 | 0.8235 |
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+ | 0.1227 | 7.0 | 2387 | 0.3936 | 0.7882 |
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+ | 0.0661 | 8.0 | 2728 | 0.8744 | 0.7412 |
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+ | 0.1584 | 9.0 | 3069 | 0.7891 | 0.7647 |
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+ | 0.0707 | 10.0 | 3410 | 0.8795 | 0.7529 |
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  ### Framework versions
model.safetensors CHANGED
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