How can I soundproof a room for a loud sounds of a drum set?

What's a cheaper way to soundproof a room so any sounds from a drum set or a piano can't get out? I don't feel like taking my drywall apart because I live in an apartment. Can someone direct me to a store with some type of sheet or pad to put on my walls to soundproof it? Thanks!