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whisper-small-fa-7
taesiri/whisper-small-fa-7
whisper-small-fa-7 is a automatic speech recognition model from taesiri. 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
- Jan 22, 2023
- Updated
- Jan 23, 2023
- SHA
- e3f1fa1f
Spaces
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 Fa - BuzzyBuzzy
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 evaluation set:
- Loss: 0.6904
- Wer: 34.2597
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: 16
- 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: 20000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0099 | 0.86 | 2000 | 0.6116 | 37.0499 |
| 0.0079 | 1.72 | 4000 | 0.6340 | 37.3746 |
| 0.0069 | 2.58 | 6000 | 0.6159 | 35.9455 |
| 0.0015 | 3.44 | 8000 | 0.6187 | 35.3281 |
| 0.0009 | 4.3 | 10000 | 0.6449 | 35.0783 |
| 0.0007 | 5.15 | 12000 | 0.6440 | 34.8452 |
| 0.0002 | 6.01 | 14000 | 0.6664 | 34.3263 |
| 0.0001 | 6.87 | 16000 | 0.6817 | 34.3471 |
| 0.0 | 7.73 | 18000 | 0.6809 | 34.1737 |
| 0.0 | 8.59 | 20000 | 0.6904 | 34.2597 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- fa
- Created
- Jan 22, 2023
- Updated
- Jan 23, 2023