whisper-small-indonesian-disaster-recombined
This model is a fine-tuned version of octava/whisper-small-indonesian-disaster-primary on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4680
- Wer: 18.3925
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: 32
- eval_batch_size: 16
- 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 |
|---|---|---|---|---|
| 0.1157 | 2.7933 | 1000 | 0.4018 | 19.9880 |
| 0.0072 | 5.5866 | 2000 | 0.4298 | 18.5977 |
| 0.0019 | 8.3799 | 3000 | 0.4496 | 19.2875 |
| 0.0011 | 11.1732 | 4000 | 0.4629 | 19.1920 |
| 0.0009 | 13.9665 | 5000 | 0.4680 | 18.3925 |
Framework versions
- Transformers 4.45.0
- Pytorch 2.8.0+cu128
- Datasets 3.0.1
- Tokenizers 0.20.0