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whisper-tiny_to_american_accent_4000_5
GeorgePaulson/whisper-tiny_to_american_accent_4000_5
whisper-tiny_to_american_accent_4000_5 is a automatic speech recognition model from GeorgePaulson. 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 18, 2025
- Updated
- Mar 19, 2025
- SHA
- cfa59bb3
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. -->
American_english_4000_105
This model is a fine-tuned version of openai/whisper-tiny on the American English dataset. It achieves the following results on the evaluation set:
- Loss: 0.2350
- Wer: 10.3775
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: 2
- 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: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0428 | 0.9452 | 1000 | 0.2181 | 9.6363 |
| 0.0234 | 1.8904 | 2000 | 0.2243 | 9.4984 |
| 0.0028 | 2.8355 | 3000 | 0.2291 | 10.2396 |
| 0.0008 | 3.7807 | 4000 | 0.2350 | 10.3775 |
Framework versions
- Transformers 4.49.0
- 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 18, 2025
- Updated
- Mar 19, 2025