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whisper-small-bn
Aranya31/whisper-small-bn
whisper-small-bn is a automatic speech recognition model from Aranya31. 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
- May 15, 2025
- Updated
- Jun 16, 2025
- SHA
- 959a3d8f
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_small_bn_Aranya_ACI
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5506
- Wer: 60.4588
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 OptimizerNames.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: 10
- training_steps: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0103 | 3.1746 | 200 | 0.4097 | 61.8241 |
| 0.0039 | 6.3492 | 400 | 0.4771 | 62.8072 |
| 0.0009 | 9.5238 | 600 | 0.5293 | 60.3495 |
| 0.0003 | 12.6984 | 800 | 0.5462 | 60.2949 |
| 0.0002 | 15.8730 | 1000 | 0.5506 | 60.4588 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- bn
- Created
- May 15, 2025
- Updated
- Jun 16, 2025