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whisper-small-id
octava/whisper-small-id
whisper-small-id is a automatic speech recognition model from octava. 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 3, 2025
- Updated
- May 7, 2025
- SHA
- 9bdf94dd
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. -->
ID Optimized Whisper Small for Inspirasi
This model is a fine-tuned version of openai/whisper-small on the Extracted Youtube with self developed dataset dataset. It achieves the following results on the evaluation set:
- Loss: 0.2100
- Wer: 8.7207
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 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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0106 | 5.3763 | 1000 | 0.1857 | 10.2083 |
| 0.0009 | 10.7527 | 2000 | 0.1943 | 9.0740 |
| 0.0004 | 16.1290 | 3000 | 0.2017 | 8.7951 |
| 0.0002 | 21.5054 | 4000 | 0.2077 | 8.7579 |
| 0.0002 | 26.8817 | 5000 | 0.2100 | 8.7207 |
Framework versions
- Transformers 4.51.0
- Pytorch 2.2.0a0+81ea7a4
- Datasets 3.5.1
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- id
- Created
- Feb 3, 2025
- Updated
- May 7, 2025