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whisper_tiny_ptbr
ghiidamas1992-nlp/whisper_tiny_ptbr
whisper_tiny_ptbr is a automatic speech recognition model from ghiidamas1992-nlp. 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
- Aug 25, 2024
- Updated
- Aug 25, 2024
- SHA
- da3bea91
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-PTBR
This model is a fine-tuned version of openai/whisper-tiny on the nurc-sp_pseudo_labelled dataset. It achieves the following results on the evaluation set:
- Loss: 1.0137
- Wer: 59.3804
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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.2522 | 0.5094 | 1000 | 1.1713 | 74.6895 |
| 1.0397 | 1.0188 | 2000 | 1.0796 | 68.5537 |
| 0.9879 | 1.5283 | 3000 | 1.0420 | 62.4686 |
| 0.9334 | 2.0377 | 4000 | 1.0195 | 59.7845 |
| 0.9834 | 2.5471 | 5000 | 1.0137 | 59.3804 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- pt
- Created
- Aug 25, 2024
- Updated
- Aug 25, 2024