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# Whisper Medium Spanish

This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the mozilla-foundation/common_voice_13_0 es dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1915
- Wer: 5.4088

## 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: 64
- eval_batch_size: 32
- 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: 10000

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Wer    |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 0.0917        | 2.0   | 1000  | 0.1944          | 6.8560 |
| 0.0927        | 4.0   | 2000  | 0.1817          | 6.1439 |
| 0.0456        | 6.01  | 3000  | 0.1805          | 6.2626 |
| 0.0343        | 8.01  | 4000  | 0.2097          | 6.1773 |
| 0.0046        | 10.01 | 5000  | 0.2292          | 5.9374 |
| 0.0829        | 12.01 | 6000  | 0.1814          | 6.0644 |
| 0.0021        | 14.01 | 7000  | 0.2318          | 5.7096 |
| 0.0288        | 16.01 | 8000  | 0.1871          | 5.5755 |
| 0.1297        | 18.02 | 9000  | 0.1831          | 5.6885 |
| 0.0377        | 20.02 | 10000 | 0.1915          | 5.4088 |


### Framework versions

- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3

{"language": ["es"], "license": "apache-2.0", "tags": ["whisper-event", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_13_0"], "metrics": ["wer"], "base_model": "openai/whisper-medium", "model-index": [{"name": "Whisper Medium Spanish", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "mozilla-foundation/common_voice_13_0 es", "type": "mozilla-foundation/common_voice_13_0", "config": "es", "split": "test", "args": "es"}, "metrics": [{"type": "wer", "value": 5.408751772230669, "name": "Wer"}]}]}]}
transformers pytorch whisper automatic-speech-recognition whisper-event generated_from_trainer es dataset:mozilla-foundation/common_voice_13_0 base_model:openai/whisper-medium license:apache-2.0 model-index endpoints_compatible region:us