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whisper-small-telugu-finetuned – AI Model by nave0196 | AlphaNeural AI
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nave0196
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whisper-small-telugu-finetuned
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transformers
tensorboard
safetensors
te
my_dataset
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
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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): 94.667
Character Error Rate (Normalized): 30.446
Character Error Rate (Orthographic): 39.205
Loss: 0.692