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# Whisper Small Catalan

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the mozilla-foundation/common_voice_13_0 ca dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2169
- Wer: 10.0252

## 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: 5000

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.1708        | 1.1   | 1000 | 0.2494          | 12.1846 |
| 0.0421        | 3.09  | 2000 | 0.2458          | 11.2689 |
| 0.0761        | 5.09  | 3000 | 0.2340          | 10.9231 |
| 0.0928        | 7.08  | 4000 | 0.2150          | 10.0394 |
| 0.0504        | 9.08  | 5000 | 0.2169          | 10.0252 |


### Framework versions

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

{"language": ["ca"], "license": "apache-2.0", "tags": ["whisper-event", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_13_0"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "Whisper Small Catalan", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "mozilla-foundation/common_voice_13_0 ca", "type": "mozilla-foundation/common_voice_13_0", "config": "ca", "split": "test", "args": "ca"}, "metrics": [{"type": "wer", "value": 10.025150042869392, "name": "Wer"}]}]}]}
transformers pytorch whisper automatic-speech-recognition whisper-event generated_from_trainer ca dataset:mozilla-foundation/common_voice_13_0 base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible region:us