Whisper Base Galician
This model is a fine-tuned version of openai/whisper-base on the mozilla-foundation/common_voice_13_0 gl dataset. It achieves the following results on the evaluation set:
- Loss: 0.4754
- Wer: 18.6879
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: 2.5e-05
- train_batch_size: 128
- eval_batch_size: 64
- 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 |
|---|---|---|---|---|
| 0.0088 | 9.02 | 1000 | 0.4219 | 18.7776 |
| 0.0015 | 19.02 | 2000 | 0.4754 | 18.6879 |
| 0.0008 | 29.02 | 3000 | 0.5036 | 18.9000 |
| 0.0005 | 39.02 | 4000 | 0.5225 | 19.0553 |
| 0.0004 | 49.02 | 5000 | 0.5307 | 19.1122 |
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3
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Dataset used to train zuazo/whisper-base-gl
Evaluation results
- Wer on mozilla-foundation/common_voice_13_0 gltest set self-reported18.688