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whisper-small-hi
amanjain96/whisper-small-hi
whisper-small-hi is a automatic speech recognition model from amanjain96. 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 29, 2025
- Updated
- May 31, 2025
- SHA
- 268154bf
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 Hi - Oriya
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: 0.5345
- Wer: 58.7293
Model description
This model is fine tuned for the language oriya to support ASR.
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: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0042 | 20.0 | 1000 | 0.3678 | 61.9920 |
| 0.0013 | 40.0 | 2000 | 0.4025 | 59.0155 |
| 0.0 | 60.0 | 3000 | 0.4559 | 56.8975 |
| 0.0 | 80.0 | 4000 | 0.5129 | 58.5575 |
| 0.0 | 100.0 | 5000 | 0.5345 | 58.7293 |
Framework versions
- Transformers 4.52.4
- 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
- hi
- Created
- May 29, 2025
- Updated
- May 31, 2025