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whisper-tiny_to_canadian_accent_2
Jerry02/whisper-tiny_to_canadian_accent_2
whisper-tiny_to_canadian_accent_2 is a automatic speech recognition model from Jerry02. 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 9, 2025
- Updated
- Mar 18, 2025
- SHA
- 29cb26a1
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 tiny Canadian
This model is a fine-tuned version of openai/whisper-tiny on the Canadian English dataset. It achieves the following results on the evaluation set:
- Loss: 0.5672
- Wer: 23.7608
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: 6
- eval_batch_size: 1
- 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
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0755 | 2.9940 | 1000 | 0.4602 | 128.9274 |
| 0.0053 | 5.9880 | 2000 | 0.5045 | 21.1907 |
| 0.0007 | 8.9820 | 3000 | 0.5257 | 22.6855 |
| 0.0004 | 11.9760 | 4000 | 0.5463 | 23.0003 |
| 0.0003 | 14.9701 | 5000 | 0.5598 | 22.8691 |
| 0.0003 | 17.9641 | 6000 | 0.5672 | 23.7608 |
Framework versions
- Transformers 4.50.0.dev0
- 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
- en
- Created
- Mar 9, 2025
- Updated
- Mar 18, 2025