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# ast-finetuned-audioset-10-10-0.4593-keyword_spotting2

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.
It achieves the following results on the evaluation set:
- Loss: 1.0123
- Accuracy: 0.8228
- Wer: 0.1772

## 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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | Wer    |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
| 0.0008        | 1.0   | 28   | 1.3229          | 0.8228   | 0.1772 |
| 0.3356        | 2.0   | 56   | 1.3607          | 0.8228   | 0.1772 |
| 0.0035        | 3.0   | 84   | 1.0123          | 0.8228   | 0.1772 |
| 0.0051        | 4.0   | 112  | 1.5980          | 0.8228   | 0.1772 |
| 0.0001        | 5.0   | 140  | 1.4630          | 0.8228   | 0.1772 |


### Framework versions

- Transformers 4.35.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.7.dev0
- Tokenizers 0.14.1

{"license": "bsd-3-clause", "tags": ["generated_from_trainer"], "metrics": ["accuracy", "wer"], "base_model": "MIT/ast-finetuned-audioset-10-10-0.4593", "model-index": [{"name": "ast-finetuned-audioset-10-10-0.4593-keyword_spotting2", "results": []}]}
transformers safetensors audio-spectrogram-transformer audio-classification generated_from_trainer base_model:MIT/ast-finetuned-audioset-10-10-0.4593 license:bsd-3-clause endpoints_compatible region:us