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whisper-small-ko_Moon
youngisk/whisper-small-ko_Moon
whisper-small-ko_Moon is a automatic speech recognition model from youngisk. 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 26, 2024
- Updated
- Apr 26, 2024
- SHA
- 1805acf0
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 Ko
This model is a fine-tuned version of openai/whisper-small on the Common Voice 12.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5311
- Cer: 13.0489
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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.0002 | 16.1290 | 1000 | 0.4759 | 12.5471 |
| 0.0001 | 32.2581 | 2000 | 0.5073 | 13.0489 |
| 0.0001 | 48.3871 | 3000 | 0.5246 | 13.0489 |
| 0.0 | 64.5161 | 4000 | 0.5311 | 13.0489 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Apr 26, 2024
- Updated
- Apr 26, 2024