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# Whisper Small Es - Spanish

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: 0.1798
- Wer: 13.3333

## 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: 50
- training_steps: 1000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer      |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.6172        | 0.1   | 100  | 0.6200          | 107.3958 |
| 0.2709        | 0.21  | 200  | 0.3492          | 67.0833  |
| 0.2839        | 0.31  | 300  | 0.2959          | 40.7292  |
| 0.2876        | 0.41  | 400  | 0.2766          | 29.5833  |
| 0.2296        | 0.52  | 500  | 0.2375          | 17.3958  |
| 0.2649        | 0.62  | 600  | 0.2102          | 15.3125  |
| 0.2644        | 0.72  | 700  | 0.1957          | 17.3958  |
| 0.2384        | 0.82  | 800  | 0.1886          | 13.7500  |
| 0.2325        | 0.93  | 900  | 0.1811          | 13.6458  |
| 0.1374        | 1.03  | 1000 | 0.1798          | 13.3333  |


### Framework versions

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

{"language": ["es"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_11_0"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "Whisper Small Es - Spanish", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "Common Voice 11.0", "type": "mozilla-foundation/common_voice_11_0", "args": "config: es, split: test"}, "metrics": [{"type": "wer", "value": 13.333333333333334, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer es dataset:mozilla-foundation/common_voice_11_0 base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible region:us