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whisper-large-v3-turbo-korean – AI Model by bybb138 | AlphaNeural AI
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bybb138
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whisper-large-v3-turbo-korean
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tensorboard
safetensors
whisper
automatic-speech-recognition
ko
Bingsu/zeroth-korean
openai/whisper-large-v3-turbo
finetune
us
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Description
Fine-tuning Whisper Large V3 Turbo on zeroth Korean dataset.
Dataset split:
The test dataset from Korean zeroth is divided to test and validation -> 50% validation, 50% test
Train set duration: 206 hours 43 minutes
Validation set duration: 2 hours 22 minutes
Test set duration: 2 hours 22 minutes
Results:
initial validation WER: 26.26%
final validation WER: 4.90%
initial validation CER: 6.67%
final validation CER: 1.78%
initial test WER: 26.75%
final test WER: 4.89%
initial test CER: 7.58%
final test CER: 2.06%
Notes
Models did not converge, better results are possible.
