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whisper-tiny-sundanese-pretrained2
arkanalexei/whisper-tiny-sundanese-pretrained2
whisper-tiny-sundanese-pretrained2 is a automatic speech recognition model from arkanalexei. 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
- Oct 7, 2024
- Updated
- Oct 7, 2024
- SHA
- 69a9630e
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. -->
BisiX: Sundanese Whisper (Reset Params)
This model is a fine-tuned version of openai/whisper-tiny.en on the SU ID ASR dataset. It achieves the following results on the evaluation set:
- Loss: 10.7367
- Wer: 100.0
- Cer: 100.0
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: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 10.8526 | 1.1765 | 100 | 10.8491 | 100.9708 | 81.1835 |
| 10.8392 | 2.3529 | 200 | 10.8336 | 1808.6292 | 800.3308 |
| 10.8194 | 3.5294 | 300 | 10.8165 | 2677.0607 | 1196.5347 |
| 10.8034 | 4.7059 | 400 | 10.7992 | 207.8742 | 83.6906 |
| 10.7876 | 5.8824 | 500 | 10.7815 | 148.4494 | 78.2801 |
| 10.7684 | 7.0588 | 600 | 10.7662 | 110.9303 | 77.7046 |
| 10.7567 | 8.2353 | 700 | 10.7537 | 93.9326 | 75.0677 |
| 10.7473 | 9.4118 | 800 | 10.7442 | 100.0 | 100.0 |
| 10.7389 | 10.5882 | 900 | 10.7386 | 100.0 | 100.0 |
| 10.7366 | 11.7647 | 1000 | 10.7367 | 100.0 | 100.0 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.1+cu124
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- multilingual
- Created
- Oct 7, 2024
- Updated
- Oct 7, 2024