Whisper identified the wrong language

When I follow the example of long-form transcription for whisper-large with Korean, the result is English. But after finetuning the whisper-large model with some Korean data, the checkpoint can output Korean. I also test other model size, but all the models output English.
I was confused about it. How should I do to output Korean with the original model?