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whisper-small-uk-another-test
gencgeray/whisper-small-uk-another-test
whisper-small-uk-another-test is a automatic speech recognition model from gencgeray. 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
- May 25, 2025
- Updated
- Jun 3, 2025
- SHA
- e814d188
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 uk - Herai Hench KI-11
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: 0.3516
- Wer: 32.3857
- Cer: 9.2793
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: 500
- training_steps: 6000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 0.3167 | 0.4552 | 1000 | 0.4242 | 36.0647 | 10.0056 |
| 0.2786 | 0.9103 | 2000 | 0.3727 | 33.7793 | 9.3631 |
| 0.155 | 1.3655 | 3000 | 0.3582 | 32.0513 | 8.7764 |
| 0.1286 | 1.8207 | 4000 | 0.3527 | 32.7480 | 8.9953 |
| 0.0688 | 2.2758 | 5000 | 0.3513 | 32.1070 | 8.8882 |
| 0.074 | 2.7310 | 6000 | 0.3516 | 32.3857 | 9.2793 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.5.1+cu124
- Datasets 3.6.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- uk
- Created
- May 25, 2025
- Updated
- Jun 3, 2025