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large-v3_3
freshpearYoon/large-v3_3
large-v3_3 is a automatic speech recognition model from freshpearYoon. 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
- Feb 18, 2024
- Updated
- Feb 19, 2024
- SHA
- b6a9123a
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_finetune
This model is a fine-tuned version of openai/whisper-large-v3 on the aihub 한국어 아동 음성데이터 dataset. It achieves the following results on the evaluation set:
- Cer: 6.2655
- Loss: 1.0532
- Wer: 23.9347
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: 16
- 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: 2001
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Cer | Validation Loss | Wer |
|---|---|---|---|---|---|
| 1.5045 | 0.16 | 1000 | 6.8830 | 1.4103 | 26.6186 |
| 1.0745 | 0.32 | 2000 | 6.2655 | 1.0532 | 23.9347 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 1.14.0a0+410ce96
- Datasets 2.17.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ko
- Created
- Feb 18, 2024
- Updated
- Feb 19, 2024