correct it, since 10th is used as the reference for future documents.

Hello Pragya, 

You here have two options, you can either choose to give your mother's details, or you could get an affidavit signed for requesting to change your father's name's spelling changed.

You can also contact directly with the admissions Department of Delhi University.

Good luck