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whisper-small-telugu-finetuned
nave0196/whisper-small-telugu-finetuned
whisper-small-telugu-finetuned is a machine learning model from nave0196. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
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Public
Updated Jul 11, 2026
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At a glance
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Jul 11, 2026
- Updated
- Jul 11, 2026
- SHA
- 6f086d1e
Base models
Datasets
Model card
From the Hugging Face model README
Finetuned openai/whisper-small on 450 Telugu training audio samples from /content/my_dataset.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
Evaluation results on 51 audio samples of Telugu:
Baseline model (before finetuning) on Telugu
- Word Error Rate (Normalized): 183.319
- Word Error Rate (Orthographic): 188.0
- Character Error Rate (Normalized): 138.84
- Character Error Rate (Orthographic): 163.235
- Loss: 2.341
Finetuned model (after finetuning) on Telugu
- Word Error Rate (Normalized): 54.81
- Word Error Rate (Orthographic): 94.667
- Character Error Rate (Normalized): 30.446
- Character Error Rate (Orthographic): 39.205
- Loss: 0.692
- Library
- transformers
- License
- apache-2.0
- Languages
- te
- Created
- Jul 11, 2026
- Updated
- Jul 11, 2026