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# pronunciation_scoring_model_completeness

This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0948
- Accuracy: 0.4080

## 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: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 1.1062        | 0.98  | 20   | 1.1041          | 0.3344   |
| 1.0966        | 2.0   | 41   | 1.1170          | 0.3206   |
| 1.0894        | 2.98  | 61   | 1.1009          | 0.3512   |
| 1.086         | 4.0   | 82   | 1.0997          | 0.3681   |
| 1.0746        | 4.98  | 102  | 1.1022          | 0.3834   |
| 1.0665        | 6.0   | 123  | 1.1011          | 0.3666   |
| 1.0522        | 6.98  | 143  | 1.1026          | 0.3850   |
| 1.039         | 8.0   | 164  | 1.0930          | 0.3988   |
| 1.0288        | 8.98  | 184  | 1.0963          | 0.4080   |
| 1.019         | 9.76  | 200  | 1.0948          | 0.4080   |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "facebook/wav2vec2-base", "model-index": [{"name": "pronunciation_scoring_model_completeness", "results": []}]}
transformers tensorboard safetensors wav2vec2 audio-classification generated_from_trainer base_model:facebook/wav2vec2-base license:apache-2.0 endpoints_compatible region:us