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  ---
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  library_name: transformers
 
 
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  tags:
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  - generated_from_trainer
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- datasets:
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- - audiofolder
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- metrics:
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- - accuracy
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  model-index:
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  - name: ast-finetuned-audioset-10-10-0.4593-heart-sounds
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- results:
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- - task:
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- name: Audio Classification
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- type: audio-classification
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- dataset:
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- name: audiofolder
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- type: audiofolder
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- config: default
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- split: validation
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- args: default
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- metrics:
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- - name: Accuracy
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- type: accuracy
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- value: 0.9679878048780488
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/vldmrl-org/HeartDiseaseDetector/runs/0yj7k0d4)
 
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  # ast-finetuned-audioset-10-10-0.4593-heart-sounds
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- This model was trained from scratch on the audiofolder dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.1359
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- - Accuracy: 0.9680
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  ## Model description
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@@ -63,20 +46,6 @@ The following hyperparameters were used during training:
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  - lr_scheduler_warmup_ratio: 0.1
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  - num_epochs: 8
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Accuracy | Validation Loss |
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- |:-------------:|:------:|:----:|:--------:|:---------------:|
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- | 0.2137 | 1.0 | 83 | 0.9329 | 0.1661 |
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- | 0.1561 | 2.0 | 166 | 0.8841 | 0.2494 |
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- | 0.1113 | 3.0 | 249 | 0.9588 | 0.1119 |
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- | 0.0478 | 4.0 | 332 | 0.9588 | 0.1134 |
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- | 0.025 | 4.9483 | 410 | 0.9649 | 0.1086 |
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- | 0.0338 | 6.0 | 493 | 0.1260 | 0.9634 |
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- | 0.0179 | 7.0 | 576 | 0.1392 | 0.9680 |
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- | 0.012 | 7.9726 | 656 | 0.1359 | 0.9680 |
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-
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-
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  ### Framework versions
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  - Transformers 4.49.0
 
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  ---
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  library_name: transformers
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+ license: bsd-3-clause
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+ base_model: MIT/ast-finetuned-audioset-10-10-0.4593
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  tags:
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  - generated_from_trainer
 
 
 
 
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  model-index:
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  - name: ast-finetuned-audioset-10-10-0.4593-heart-sounds
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+ results: []
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/vldmrl-org/HeartDiseaseDetector/runs/n9fzp3eh)
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+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/vldmrl-org/HeartDiseaseDetector/runs/n9fzp3eh)
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  # ast-finetuned-audioset-10-10-0.4593-heart-sounds
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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 an unknown dataset.
 
 
 
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  ## Model description
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  - lr_scheduler_warmup_ratio: 0.1
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  - num_epochs: 8
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  ### Framework versions
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  - Transformers 4.49.0