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# Whisper Medium Basque

This model is a fine-tuned version of [zuazo/whisper-medium-es](https://huggingface.co/zuazo/whisper-medium-es) on the mozilla-foundation/common_voice_13_0 eu dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4263
- Wer: 14.6867

## 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     |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|
| 0.0225        | 4.02  | 1000  | 0.3040          | 17.9209 |
| 0.0033        | 9.01  | 2000  | 0.3343          | 16.1833 |
| 0.0019        | 14.01 | 3000  | 0.3607          | 15.8127 |
| 0.0015        | 19.01 | 4000  | 0.3632          | 15.6203 |
| 0.0013        | 24.01 | 5000  | 0.3704          | 15.7520 |
| 0.0001        | 29.0  | 6000  | 0.3977          | 14.7940 |
| 0.0001        | 33.02 | 7000  | 0.4104          | 14.7191 |
| 0.0001        | 38.02 | 8000  | 0.4198          | 14.6928 |
| 0.0001        | 43.01 | 9000  | 0.4263          | 14.6867 |
| 0.0           | 48.01 | 10000 | 0.4293          | 14.7130 |


### Framework versions

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

{"language": ["eu"], "license": "apache-2.0", "tags": ["whisper-event", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_13_0"], "metrics": ["wer"], "base_model": "zuazo/whisper-medium-es", "model-index": [{"name": "Whisper Medium Basque", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "mozilla-foundation/common_voice_13_0 eu", "type": "mozilla-foundation/common_voice_13_0", "config": "eu", "split": "test", "args": "eu"}, "metrics": [{"type": "wer", "value": 14.6867025800964, "name": "Wer"}]}]}]}
transformers pytorch whisper automatic-speech-recognition whisper-event generated_from_trainer eu dataset:mozilla-foundation/common_voice_13_0 base_model:zuazo/whisper-medium-es license:apache-2.0 model-index endpoints_compatible region:us