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whisper_new_ver5
Curiousfox/whisper_new_ver5
whisper_new_ver5 is a automatic speech recognition model from Curiousfox. 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
- May 2, 2025
- Updated
- May 4, 2025
- SHA
- 4bcc003c
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_new_ver5
This model is a fine-tuned version of Curiousfox/whisper_new_ver4 on the common_voice_12_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.7340
- Wer: 86.5922
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-06
- train_batch_size: 8
- 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: 1000
- training_steps: 8000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.3476 | 0.4073 | 800 | 0.5630 | 86.3890 |
| 0.2172 | 0.8147 | 1600 | 0.6254 | 85.6780 |
| 0.1864 | 1.2220 | 2400 | 0.6920 | 86.2875 |
| 0.1359 | 1.6293 | 3200 | 0.6817 | 84.3575 |
| 0.123 | 2.0367 | 4000 | 0.7072 | 83.7481 |
| 0.0894 | 2.4440 | 4800 | 0.7293 | 85.8812 |
| 0.086 | 2.8513 | 5600 | 0.7340 | 86.5922 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.1
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- May 2, 2025
- Updated
- May 4, 2025