ghost613/whisper-large-v3-turbo-korean

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.