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whisper-small
MohammadKhosravi/whisper-small
whisper-small is a automatic speech recognition model from MohammadKhosravi. 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
- Jan 17, 2025
- Updated
- Jan 17, 2025
- SHA
- 2795f360
Base models
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- Mohammad Khosravi
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 2.0832
- Wer: 105.3763
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 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: 5
- training_steps: 100
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| No log | 1.4286 | 10 | 1.9791 | 109.6774 |
| No log | 2.8571 | 20 | 1.6973 | 107.5269 |
| 1.023 | 4.2857 | 30 | 1.6941 | 109.6774 |
| 1.023 | 5.7143 | 40 | 1.7788 | 107.5269 |
| 0.1444 | 7.1429 | 50 | 1.8726 | 104.3011 |
| 0.1444 | 8.5714 | 60 | 1.9535 | 103.2258 |
| 0.1444 | 10.0 | 70 | 1.9987 | 104.3011 |
| 0.0166 | 11.4286 | 80 | 2.0563 | 102.1505 |
| 0.0166 | 12.8571 | 90 | 2.0768 | 105.3763 |
| 0.0062 | 14.2857 | 100 | 2.0832 | 105.3763 |
Framework versions
- Transformers 4.48.0
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- fa
- Created
- Jan 17, 2025
- Updated
- Jan 17, 2025