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whisper-small-zh-TW-mix
momo103197/whisper-small-zh-TW-mix
whisper-small-zh-TW-mix is a automatic speech recognition model from momo103197. 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
- Feb 13, 2025
- Updated
- Feb 16, 2025
- SHA
- 0bbbd2a9
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 zh-TW - Fine-tune-mix
This model is a fine-tuned version of openai/whisper-small on the Common Voice 15, 16, 16_1 dataset. It achieves the following results on the evaluation set:
- Loss: 0.2202
- Cer: 9.9010
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 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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.1194 | 0.4429 | 1000 | 0.2126 | 10.9873 |
| 0.0496 | 0.8857 | 2000 | 0.2120 | 11.1762 |
| 0.0075 | 1.3286 | 3000 | 0.2199 | 10.1705 |
| 0.0058 | 1.7715 | 4000 | 0.2202 | 9.9010 |
Framework versions
- Transformers 4.48.3
- 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
- zh
- Created
- Feb 13, 2025
- Updated
- Feb 16, 2025