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whisper-small-tagalog
LWobole/whisper-small-tagalog
whisper-small-tagalog is a automatic speech recognition model from LWobole. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Apr 19, 2025
- Updated
- Apr 19, 2025
- SHA
- 72410241
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Whisper Small Tagalog - Bob
This model is a fine-tuned version of openai/whisper-small on the fleurs_fil_ph dataset. It achieves the following results on the evaluation set:
- Loss: 0.4392
- Wer: 16.6557
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: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- training_steps: 1200
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2302 | 1.6949 | 200 | 0.3983 | 19.2837 |
| 0.0482 | 3.3898 | 400 | 0.3991 | 18.2875 |
| 0.017 | 5.0847 | 600 | 0.4136 | 16.8805 |
| 0.0068 | 6.7797 | 800 | 0.4265 | 16.5355 |
| 0.0038 | 8.4746 | 1000 | 0.4357 | 16.6557 |
| 0.0031 | 10.1695 | 1200 | 0.4392 | 16.6557 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.2.1+cu121
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- tl
- Created
- Apr 19, 2025
- Updated
- Apr 19, 2025