First, look at your lease. Chances are there is a clause in there about noise not crossing apartments between certain hours. Remind your landlord of it.

Second, look up the noise ordinances in your town. If this guy is blasting his stereo or having parties that go late into the night, you are within your rights to call the police, just use the non-emergency number.

You pay rent. You should be able to be home in peace.