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whisper-small-arabic
Vamsi1801/whisper-small-arabic
whisper-small-arabic is a automatic speech recognition model from Vamsi1801. 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
- May 26, 2025
- Updated
- May 28, 2025
- SHA
- bec6946f
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-arabic
This model is a fine-tuned version of openai/whisper-small on an badrex/arabic-speech-SADA22-MSA. It achieves the following results on the evaluation set:
- Loss: 0.6831
- Wer: 37.5697
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: 2
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Use OptimizerNames.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: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.4906 | 1.0858 | 1000 | 0.6512 | 44.8384 |
| 0.2482 | 2.1716 | 2000 | 0.6218 | 40.3344 |
| 0.1214 | 3.2575 | 3000 | 0.6319 | 39.5318 |
| 0.0484 | 4.3433 | 4000 | 0.6658 | 38.0602 |
| 0.0256 | 5.4291 | 5000 | 0.6831 | 37.5697 |
Framework versions
- Transformers 4.52.3
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ar
- Created
- May 26, 2025
- Updated
- May 28, 2025