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whisper-small-transcripro_c
ZeroHer0/whisper-small-transcripro_c
whisper-small-transcripro_c is a automatic speech recognition model from ZeroHer0. 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
- Nov 29, 2024
- Updated
- Nov 29, 2024
- SHA
- 16921761
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-small-transcripro_c
This model is a fine-tuned version of ZeroHer0/whisper-small-transcripro_c on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1809
- Wer: 67.3159
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: 8
- 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: 100
- training_steps: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0159 | 0.4831 | 200 | 1.1499 | 63.2380 |
| 0.0101 | 0.9662 | 400 | 1.1846 | 65.3074 |
| 0.0057 | 1.4493 | 600 | 1.1855 | 67.0116 |
| 0.0063 | 1.9324 | 800 | 1.1855 | 67.7419 |
| 0.0005 | 2.4155 | 1000 | 1.1809 | 67.3159 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Nov 29, 2024
- Updated
- Nov 29, 2024