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yt-special-batch4-tiny
TheRains/yt-special-batch4-tiny
yt-special-batch4-tiny is a automatic speech recognition model from TheRains. 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 7, 2023
- Updated
- Aug 7, 2023
- SHA
- c8903ecc
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 Indonesian
This model is a fine-tuned version of openai/whisper-tiny on the yt id dataset. It achieves the following results on the evaluation set:
- Loss: 1.2325
- Wer: 85.8699
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: 4
- eval_batch_size: 2
- 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
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.6736 | 0.09 | 1000 | 1.4867 | 126.2823 |
| 1.3354 | 0.17 | 2000 | 1.3584 | 103.0219 |
| 1.4841 | 0.26 | 3000 | 1.2936 | 86.3303 |
| 1.2807 | 0.34 | 4000 | 1.2523 | 85.9477 |
| 1.2095 | 0.43 | 5000 | 1.2325 | 85.8699 |
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Aug 7, 2023
- Updated
- Aug 7, 2023