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whisper-small-telugu-finetuned – AI Model by Munindra28 | AlphaNeural AI

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Munindra28/
whisper-small-telugu-finetuned

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automatic-speech-recognition

openai/whisper-small

endpoints_compatible

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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): 94.4
Character Error Rate (Normalized): 30.103
Character Error Rate (Orthographic): 38.904
Loss: 0.693