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whisper-uz
mustafoyev202/whisper-uz
whisper-uz is a automatic speech recognition model from mustafoyev202. 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 21, 2025
- Updated
- Feb 23, 2025
- SHA
- 25aef1b8
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 Medium Uzbek
This model is a fine-tuned version of openai/whisper-medium on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4148
- Wer: 38.1999
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: 3e-05
- train_batch_size: 64
- eval_batch_size: 16
- 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: 200
- training_steps: 1500
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.6553 | 0.5330 | 250 | 0.5830 | 51.2637 |
| 0.3945 | 1.0661 | 500 | 0.4612 | 41.6914 |
| 0.3352 | 1.5991 | 750 | 0.4360 | 42.0931 |
| 0.2028 | 2.1322 | 1000 | 0.4155 | 38.1133 |
| 0.1956 | 2.6652 | 1250 | 0.4081 | 37.6900 |
| 0.1202 | 3.1983 | 1500 | 0.4148 | 38.1999 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- uz
- Created
- Feb 21, 2025
- Updated
- Feb 23, 2025