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whisper-small-tr-mediaspeech-istech
muratsimsek003/whisper-small-tr-mediaspeech-istech
whisper-small-tr-mediaspeech-istech is a automatic speech recognition model from muratsimsek003. 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
- Sep 27, 2024
- Updated
- Sep 28, 2024
- SHA
- 24ac60c3
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-tr-mediaspeech-istech
This model is a fine-tuned version of openai/whisper-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3611
- Wer: 0.2555
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: 0.0001
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.3009 | 0.9996 | 1207 | 0.3888 | 0.3006 |
| 0.1714 | 2.0 | 2415 | 0.3628 | 0.2829 |
| 0.073 | 2.9996 | 3622 | 0.3547 | 0.2711 |
| 0.0281 | 4.0 | 4830 | 0.3574 | 0.2571 |
| 0.0081 | 4.9979 | 6035 | 0.3611 | 0.2555 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Sep 27, 2024
- Updated
- Sep 28, 2024