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# whisper-small-sv

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3178
- Wer: 112.0916

## 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: 1e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer      |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.3164        | 0.65  | 500  | 0.3268          | 71.7055  |
| 0.1574        | 1.29  | 1000 | 0.2951          | 126.5010 |
| 0.1168        | 1.94  | 1500 | 0.2882          | 62.9857  |
| 0.0678        | 2.59  | 2000 | 0.2879          | 63.6175  |
| 0.0341        | 3.23  | 2500 | 0.2999          | 67.0081  |
| 0.0306        | 3.88  | 3000 | 0.2958          | 78.9842  |
| 0.0112        | 4.53  | 3500 | 0.3186          | 104.4231 |
| 0.0082        | 5.17  | 4000 | 0.3178          | 112.0916 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
{"language": ["sv"], "license": "apache-2.0", "tags": ["generated_from_trainer", "hf-asr-leaderboard"], "datasets": ["mozilla-foundation/common_voice_11_0"], "metrics": ["wer"], "base_model": "openai/whisper-small", "pipeline_tag": "automatic-speech-recognition", "model-index": [{"name": "whisper-small-sv", "results": []}]}
transformers tensorboard safetensors whisper automatic-speech-recognition generated_from_trainer hf-asr-leaderboard sv dataset:mozilla-foundation/common_voice_11_0 base_model:openai/whisper-small license:apache-2.0 endpoints_compatible region:us