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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:

  • validation WER: 4.90%
  • validation CER: 1.78%
  • test WER: 4.89%
  • test CER: 2.06%

Notes

  • Models did not converge, better results are possible.
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