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# Whisper Tiny Spanish

This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the mozilla-foundation/common_voice_13_0 es dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4218
- Wer: 19.5904

## 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: 3.75e-05
- train_batch_size: 256
- eval_batch_size: 128
- 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: 5000

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.1801        | 8.0   | 1000 | 0.4318          | 22.1861 |
| 0.1627        | 16.01 | 2000 | 0.4218          | 19.5904 |
| 0.0691        | 24.01 | 3000 | 0.4374          | 20.7170 |
| 0.0124        | 32.01 | 4000 | 0.4635          | 20.0459 |
| 0.0129        | 40.02 | 5000 | 0.4568          | 20.4135 |


### 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-tiny", "model-index": [{"name": "Whisper Tiny 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": 19.59044631343944, "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-tiny license:apache-2.0 model-index endpoints_compatible region:us