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whisper-medium-ps
MHassaanButt/whisper-medium-ps
whisper-medium-ps is a automatic speech recognition model from MHassaanButt. 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 24, 2023
- Updated
- Jan 25, 2023
- SHA
- 3ec865f1
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. -->
Whisper Medium Pashto - Hassaan Butt
This model is a fine-tuned version of openai/whisper-medium on the fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.9188
- Wer: 40.4661
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2231 | 2.92 | 1000 | 0.6001 | 43.4720 |
| 0.0246 | 5.85 | 2000 | 0.7702 | 42.8571 |
| 0.0016 | 8.77 | 3000 | 0.8807 | 41.0354 |
| 0.0004 | 11.7 | 4000 | 0.9188 | 40.4661 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.11.0+cu113
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ps
- Created
- Jan 24, 2023
- Updated
- Jan 25, 2023