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whisper-tiny-sundanese-pretrained
arkanalexei/whisper-tiny-sundanese-pretrained
whisper-tiny-sundanese-pretrained 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 6, 2024
- Updated
- Oct 6, 2024
- SHA
- aae6c1ff
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: 10.8462
- 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: 30
- training_steps: 150
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 10.856 | 0.3529 | 30 | 10.8546 | 1611.8562 | 2230.5547 |
| 10.853 | 0.7059 | 60 | 10.8517 | 100.0 | 83.0372 |
| 10.8498 | 1.0588 | 90 | 10.8486 | 100.0 | 95.0543 |
| 10.8475 | 1.4118 | 120 | 10.8467 | 100.0 | 100.0 |
| 10.8463 | 1.7647 | 150 | 10.8462 | 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 6, 2024
- Updated
- Oct 6, 2024