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ASR_Whisper_Disease_General
yoona-J/ASR_Whisper_Disease_General
ASR_Whisper_Disease_General is a automatic speech recognition model from yoona-J. 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
- Jun 7, 2025
- Updated
- Jun 10, 2025
- SHA
- 304fe295
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. -->
ASR_Whisper_Disease_General
This model is a fine-tuned version of openai/whisper-small on the ASR_Preprocess_Disease_General_Dataset dataset. It achieves the following results on the evaluation set:
- Loss: 0.1755
- Cer: 24.2276
- Wer: 29.8574
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: 3e-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: 339
- training_steps: 6780
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer | Wer |
|---|---|---|---|---|---|
| 0.3018 | 0.4423 | 1000 | 0.3222 | 67.9472 | 69.5226 |
| 0.2378 | 0.8846 | 2000 | 0.2460 | 31.9183 | 42.8595 |
| 0.1207 | 1.3268 | 3000 | 0.2177 | 34.8328 | 37.2898 |
| 0.1288 | 1.7691 | 4000 | 0.1923 | 26.9850 | 33.9050 |
| 0.0438 | 2.2114 | 5000 | 0.1850 | 28.4133 | 34.9564 |
| 0.0375 | 2.6537 | 6000 | 0.1755 | 24.2276 | 29.8574 |
Framework versions
- Transformers 4.53.0.dev0
- 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
- ko
- Created
- Jun 7, 2025
- Updated
- Jun 10, 2025