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whisper-medium-sr-combined
Sagicc/whisper-medium-sr-combined
whisper-medium-sr-combined is a automatic speech recognition model from Sagicc. 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
- Oct 27, 2023
- Updated
- Oct 27, 2023
- SHA
- f1972a88
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 Medium Sr Fleurs
This model is a fine-tuned version of openai/whisper-medium on combined Google Fleurs and Mozilla Common Volice 13 dataset. It achieves the following results on the evaluation set:
- Loss: 0.1947
- Wer Ortho: 0.1874
- Wer: 0.0788
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: 16
- 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: 50
- training_steps: 1500
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
|---|---|---|---|---|---|
| 0.072 | 1.34 | 500 | 0.1769 | 0.1896 | 0.0912 |
| 0.0223 | 2.67 | 1000 | 0.1774 | 0.1993 | 0.0832 |
| 0.0101 | 4.01 | 1500 | 0.1947 | 0.1874 | 0.0788 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- sr
- Created
- Oct 27, 2023
- Updated
- Oct 27, 2023