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busu_model_small
iulik-pisik/busu_model_small
busu_model_small is a automatic speech recognition model from iulik-pisik. 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
- Mar 28, 2024
- Updated
- Apr 3, 2024
- SHA
- 071de912
Base models
Datasets
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 Romanian - Vreme Florin Busuioc
This model is a fine-tuned version of openai/whisper-small on the Vreme ProTv - Florin Busuioc dataset. It achieves the following results on the evaluation set:
- Loss: 0.2208
- Wer: 9.0649
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: 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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0103 | 7.63 | 1000 | 0.1628 | 9.5598 |
| 0.0003 | 15.27 | 2000 | 0.2040 | 9.3514 |
| 0.0001 | 22.9 | 3000 | 0.2165 | 9.0649 |
| 0.0001 | 30.53 | 4000 | 0.2208 | 9.0649 |
Framework versions
- Transformers 4.39.1
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ro
- Created
- Mar 28, 2024
- Updated
- Apr 3, 2024