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# Whisper Tiny Catalan

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 ca dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3180
- Wer: 16.9043

## 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     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.2098        | 7.02  | 1000 | 0.3994          | 22.5047 |
| 0.162         | 15.02 | 2000 | 0.3454          | 19.4181 |
| 0.0662        | 23.01 | 3000 | 0.3526          | 18.5687 |
| 0.0934        | 31.01 | 4000 | 0.3312          | 18.1600 |
| 0.1167        | 39.0  | 5000 | 0.3180          | 16.9043 |


### 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-tiny", "model-index": [{"name": "Whisper Tiny 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": 16.904258359531294, "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-tiny license:apache-2.0 model-index endpoints_compatible region:us