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whisper-small-ar-cv17
deepdml/whisper-small-ar-cv17
whisper-small-ar-cv17 is a automatic speech recognition model from deepdml. Use it when you need speech turned into text. 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
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Sep 15, 2024
- Updated
- Nov 16, 2024
- SHA
- a8e92ab9
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 Small ar
This model is a fine-tuned version of openai/whisper-small on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4878
- Wer: 59.8928
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
- 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: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2097 | 1.6474 | 1000 | 0.3666 | 56.7025 |
| 0.0899 | 3.2949 | 2000 | 0.3687 | 61.4003 |
| 0.0516 | 4.9423 | 3000 | 0.3922 | 62.3124 |
| 0.0169 | 6.5898 | 4000 | 0.4581 | 58.6587 |
| 0.0072 | 8.2372 | 5000 | 0.4878 | 59.8928 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Type
- whisper
- License
- apache-2.0
- Languages
- ar
- Created
- Sep 15, 2024
- Updated
- Nov 16, 2024