How to change my parent's opinon on something?

I wanted to purchase a drumset and learn how to play it myself. I asked my parents for their permission and i was shot down. My mom said no, and that i don’t even have enough time to do homework, nevertheless play drums; and my father said it was too loud and that the neighbors would be annoyed. Is there a way i can change their mind about it, and make them let me purchase my own drumset?