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.