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whisper-base-en-w-pcd-10-2
navin-kumar-j/whisper-base-en-w-pcd-10-2
whisper-base-en-w-pcd-10-2 is a automatic speech recognition model from navin-kumar-j. 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 15, 2025
- Updated
- May 15, 2025
- SHA
- 8cdcc2b1
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 Base English with Phone Control Data - Navin Kumar J
This model is a fine-tuned version of openai/whisper-base.en on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3819
- Wer: 0.7863
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: 0.01
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Use 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: 10
- training_steps: 200
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 36.1644 | 0.9091 | 40 | 24.3079 | 1.0 |
| 5.8058 | 1.8182 | 80 | 5.1572 | 0.8473 |
| 2.9137 | 2.7273 | 120 | 2.4350 | 0.8779 |
| 1.8303 | 3.6364 | 160 | 1.6639 | 0.8702 |
| 1.3301 | 4.5455 | 200 | 1.3819 | 0.7863 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.7.0+cu126
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- May 15, 2025
- Updated
- May 15, 2025