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names-whisper-en-spectrogram-original
shahd237/names-whisper-en-spectrogram-original
names-whisper-en-spectrogram-original is a machine learning model from shahd237. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Oct 4, 2024
- Updated
- Oct 5, 2024
- SHA
- 784d80ef
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. -->
names-whisper-en-spectrogram-original
This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1720
- Ner percent: 105.0286
- Wer: 5.9900
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: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Ner percent | Wer |
|---|---|---|---|---|---|
| 0.0081 | 5.1546 | 1000 | 0.1413 | 104.8314 | 5.9866 |
| 0.0017 | 10.3093 | 2000 | 0.1528 | 104.7256 | 5.8949 |
| 0.0007 | 15.4639 | 3000 | 0.1628 | 105.3074 | 5.9764 |
| 0.0005 | 20.6186 | 4000 | 0.1690 | 104.9219 | 5.9764 |
| 0.0004 | 25.7732 | 5000 | 0.1720 | 105.0286 | 5.9900 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.2+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Created
- Oct 4, 2024
- Updated
- Oct 5, 2024