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whisper_large_ko
yurim111/whisper_large_ko
whisper_large_ko is a automatic speech recognition model from yurim111. 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 10, 2025
- Updated
- May 8, 2025
- SHA
- 3ee40f14
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 Large Ko - yurim111
This model is a fine-tuned version of openai/whisper-large on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5245
- Wer: 30.6143
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: 2e-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: 500
- training_steps: 3000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.013 | 26.3158 | 500 | 0.3880 | 30.5136 |
| 0.0051 | 52.6316 | 1000 | 0.5522 | 36.8580 |
| 0.0001 | 78.9474 | 1500 | 0.5229 | 36.1531 |
| 0.0 | 105.2632 | 2000 | 0.5227 | 31.4199 |
| 0.0 | 131.5789 | 2500 | 0.5241 | 30.7150 |
| 0.0 | 157.8947 | 3000 | 0.5245 | 30.6143 |
Framework versions
- Transformers 4.51.1
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Apr 10, 2025
- Updated
- May 8, 2025