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whisper-tiny-mn
lkhagvaa12/whisper-tiny-mn
whisper-tiny-mn is a automatic speech recognition model from lkhagvaa12. 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
- Jul 20, 2025
- Updated
- Jul 23, 2025
- SHA
- fe86c28e
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 tiny
This model is a fine-tuned version of openai/whisper-tiny on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4842
- Wer Ortho: 60.9132
- Wer: 60.9029
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: 32
- eval_batch_size: 32
- 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: constant_with_warmup
- lr_scheduler_warmup_steps: 50
- training_steps: 2000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
|---|---|---|---|---|---|
| 1.0053 | 1.5198 | 500 | 0.6511 | 72.9011 | 72.8777 |
| 0.7337 | 3.0395 | 1000 | 0.5380 | 65.5752 | 65.5485 |
| 0.5557 | 4.5593 | 1500 | 0.4971 | 63.5066 | 63.4855 |
| 0.3969 | 6.0790 | 2000 | 0.4842 | 60.9132 | 60.9029 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Jul 20, 2025
- Updated
- Jul 23, 2025