Whisper Small Indonesian
This model is a fine-tuned version of openai/whisper-tiny on the yt id dataset. It achieves the following results on the evaluation set:
- Loss: 1.1267
- Wer: 71.2794
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: 12
- eval_batch_size: 6
- 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 |
|---|---|---|---|---|
| 1.375 | 0.26 | 1000 | 1.3639 | 103.1969 |
| 1.2229 | 0.52 | 2000 | 1.2348 | 81.9791 |
| 1.2384 | 0.77 | 3000 | 1.1719 | 87.5041 |
| 0.9738 | 1.03 | 4000 | 1.1389 | 71.3832 |
| 0.9485 | 1.29 | 5000 | 1.1267 | 71.2794 |
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3
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Base model
openai/whisper-tiny