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MSDC-whisper-large-v3-56
Mohamedshaaban2001/MSDC-whisper-large-v3-56
MSDC-whisper-large-v3-56 is a automatic speech recognition model from Mohamedshaaban2001. 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
- Apr 15, 2024
- Updated
- Apr 16, 2024
- SHA
- 5d491dec
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. -->
Whisper whisper-large-v3 ar1 - Mohamed Shaaban
This model is a fine-tuned version of openai/whisper-large-v3 on the Common standard ar Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4220
- Wer: 0.0
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.5721 | 1.0 | 1 | 2.1602 | 100.0 |
| 0.5723 | 2.0 | 2 | 1.0610 | 33.3333 |
| 0.1861 | 3.0 | 3 | 0.6003 | 33.3333 |
| 0.0478 | 4.0 | 4 | 0.4661 | 0.0 |
| 0.0262 | 5.0 | 5 | 0.4220 | 0.0 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ar
- Created
- Apr 15, 2024
- Updated
- Apr 16, 2024