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whisper-small-linkdata-tashkent-dialect
IbratDO/whisper-small-linkdata-tashkent-dialect
whisper-small-linkdata-tashkent-dialect is a automatic speech recognition model from IbratDO. 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
- Oct 7, 2025
- Updated
- Oct 8, 2025
- SHA
- 34aa3085
Base models
Datasets
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 UZ - Link Data
This model is a fine-tuned version of openai/whisper-small on the Tashkent Dialects Small dataset. It achieves the following results on the evaluation set:
- Loss: 0.5056
- Wer: 41.7576
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_FUSED 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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.4746 | 1.2210 | 1000 | 0.5591 | 48.2297 |
| 0.3081 | 2.4420 | 2000 | 0.4815 | 42.7295 |
| 0.2342 | 3.6630 | 3000 | 0.4749 | 41.7905 |
| 0.1822 | 4.8840 | 4000 | 0.4863 | 41.4266 |
| 0.1224 | 6.1050 | 5000 | 0.5056 | 41.7576 |
Framework versions
- Transformers 4.57.0
- Pytorch 2.8.0+cu126
- Datasets 4.1.1
- Tokenizers 0.22.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- uz
- Created
- Oct 7, 2025
- Updated
- Oct 8, 2025