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phowhisper_od
mo-nguyen-tmo/phowhisper_od
phowhisper_od is a automatic speech recognition model from mo-nguyen-tmo. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- bsd-3-clause
- Model type
- whisper
- Access
- Public
- Created
- Mar 16, 2025
- Updated
- Mar 16, 2025
- SHA
- 0475c581
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. -->
Pho Whisper Base - OD
This model is a fine-tuned version of vinai/PhoWhisper-base on the ViMD dataset. It achieves the following results on the evaluation set:
- Loss: 0.5595
- Wer: 31.6647
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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- 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 |
|---|---|---|---|---|
| 0.0014 | 41.6667 | 1000 | 0.5003 | 31.9728 |
| 0.0004 | 83.3333 | 2000 | 0.5321 | 32.8071 |
| 0.0002 | 125.0 | 3000 | 0.5517 | 32.3707 |
| 0.0002 | 166.6667 | 4000 | 0.5595 | 31.6647 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0+cu124
- Datasets 3.4.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- bsd-3-clause
- Languages
- vi
- Created
- Mar 16, 2025
- Updated
- Mar 16, 2025