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whisper-tiny-CAENNAIS_GB_all
Rziane/whisper-tiny-CAENNAIS_GB_all
whisper-tiny-CAENNAIS_GB_all is a automatic speech recognition model from Rziane. 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
- Jun 10, 2025
- Updated
- Jun 10, 2025
- SHA
- a2f390c7
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-CAENNAIS_GB_all
This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7755
- Wer: 38.9784
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: 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: 500
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| No log | 1.0 | 94 | 1.8320 | 90.7782 |
| No log | 2.0 | 188 | 1.0804 | 49.2801 |
| No log | 3.0 | 282 | 0.8987 | 45.9719 |
| No log | 4.0 | 376 | 0.8173 | 47.2746 |
| No log | 5.0 | 470 | 0.7714 | 48.9544 |
| 1.1017 | 6.0 | 564 | 0.7526 | 45.6119 |
| 1.1017 | 7.0 | 658 | 0.7535 | 38.4985 |
| 1.1017 | 8.0 | 752 | 0.7628 | 38.9613 |
| 1.1017 | 9.0 | 846 | 0.7714 | 38.7041 |
| 1.1017 | 10.0 | 940 | 0.7755 | 38.9784 |
Framework versions
- Transformers 4.46.2
- Pytorch 2.4.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Jun 10, 2025
- Updated
- Jun 10, 2025