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whisper-medium-en-cv-4.0
xbilek25/whisper-medium-en-cv-4.0
whisper-medium-en-cv-4.0 is a automatic speech recognition model from xbilek25. 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
- Apr 26, 2025
- Updated
- Apr 27, 2025
- SHA
- c8c49b1a
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-en-cv-4.0
This model is a fine-tuned version of openai/whisper-medium.en on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4337
- Wer: 13.7048
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: 5e-06
- train_batch_size: 64
- eval_batch_size: 64
- 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: 120
- training_steps: 1125
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2967 | 0.2 | 225 | 0.4531 | 14.3072 |
| 0.2258 | 0.4 | 450 | 0.4317 | 13.4538 |
| 0.1697 | 1.0996 | 675 | 0.4308 | 13.0020 |
| 0.1653 | 1.2996 | 900 | 0.4358 | 13.7550 |
| 0.1394 | 1.4996 | 1125 | 0.4337 | 13.7048 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Apr 26, 2025
- Updated
- Apr 27, 2025