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whisper-tiny-pl
leliw/whisper-tiny-pl
whisper-tiny-pl is a automatic speech recognition model from leliw. 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
- Mar 25, 2025
- Updated
- Mar 25, 2025
- SHA
- 8325c479
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 PL
This model is a fine-tuned version of openai/whisper-tiny on the Common Voice 17 dataset. It achieves the following results on the evaluation set:
- Loss: 0.6714
- Wer Ortho: 75.9211
- Wer: 66.7013
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: 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: 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 |
|---|---|---|---|---|---|
| 0.5684 | 0.7716 | 500 | 0.7197 | 103.1812 | 76.3039 |
| 0.4006 | 1.5432 | 1000 | 0.6714 | 79.3973 | 64.9667 |
| 0.2894 | 2.3148 | 1500 | 0.6739 | 78.6396 | 65.9231 |
| 0.2095 | 3.0864 | 2000 | 0.6714 | 75.9211 | 66.7013 |
Framework versions
- Transformers 4.50.0
- Pytorch 2.6.0+cu124
- Datasets 3.4.1
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- pl
- Created
- Mar 25, 2025
- Updated
- Mar 25, 2025