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whisper-tiny_v2.1-ro
giigii91/whisper-tiny_v2.1-ro
whisper-tiny_v2.1-ro is a automatic speech recognition model from giigii91. 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
- Jun 6, 2024
- Updated
- Jun 27, 2024
- SHA
- 85e3e4a9
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 Tiny RO - Georgescu Dumitru
This model is a fine-tuned version of openai/whisper-tiny on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4606
- Wer: 37.7291
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-08
- train_batch_size: 16
- 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
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 11.2437 | 1.7986 | 1000 | 0.4601 | 37.6053 |
| 10.9474 | 3.5971 | 2000 | 0.4602 | 37.0002 |
| 10.736 | 5.3957 | 3000 | 0.4604 | 37.5310 |
| 10.6145 | 7.1942 | 4000 | 0.4605 | 37.7114 |
| 10.5325 | 8.9928 | 5000 | 0.4606 | 37.7291 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ro
- Created
- Jun 6, 2024
- Updated
- Jun 27, 2024