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whisper-small-fy-NL
RuudVelo/whisper-small-fy-NL
whisper-small-fy-NL is a automatic speech recognition model from RuudVelo. 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
- Dec 20, 2022
- Updated
- Dec 20, 2022
- SHA
- d0f96f04
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 fy-NL - RuudVelo
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the test set:
- Loss: 0.1443
- Wer: 21.03
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: 64
- eval_batch_size: 8
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Step | Validation Loss | Wer |
|---|---|---|---|
| 0.0053 | 1000 | 0.4201 | 21.64 |
| 0.0008 | 2000 | 0.4607 | 21.03 |
| 0.0004 | 3000 | 0.4853 | 21.11 |
| 0.0003 | 4000 | 0.5015 | 21.14 |
| 0.0002 | 5000 | 0.5084 | 21.20 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.12.1+cu113
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- fy
- Created
- Dec 20, 2022
- Updated
- Dec 20, 2022