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whisper-small-bn-cv11
Swapnajeet-21/whisper-small-bn-cv11
whisper-small-bn-cv11 is a automatic speech recognition model from Swapnajeet-21. 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
- Mar 12, 2025
- Updated
- Apr 14, 2025
- SHA
- 835c3a4c
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 Tiny Bengali
This model is a fine-tuned version of openai/whisper-tiny on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.2100
- Wer: 66.8016
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: 16
- 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: constant_with_warmup
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.1084 | 0.5959 | 500 | 1.0912 | 205.3312 |
| 0.3323 | 1.1919 | 1000 | 0.3413 | 93.5779 |
| 0.2757 | 1.7878 | 1500 | 0.2803 | 84.8822 |
| 0.2238 | 2.3838 | 2000 | 0.2543 | 78.7731 |
| 0.202 | 2.9797 | 2500 | 0.2323 | 77.2269 |
| 0.172 | 3.5757 | 3000 | 0.2224 | 71.1526 |
| 0.1384 | 4.1716 | 3500 | 0.2171 | 73.7138 |
| 0.14 | 4.7676 | 4000 | 0.2103 | 74.8553 |
| 0.1273 | 5.3635 | 4500 | 0.2117 | 65.3154 |
| 0.1148 | 5.9595 | 5000 | 0.2100 | 66.8016 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.5.1+cu118
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- as
- Created
- Mar 12, 2025
- Updated
- Apr 14, 2025