Before ten, discuss things with them nicely - perhaps invite them to come into your apartment to hear the volume, they might not appreciate how loud it really is in there.

After ten, begin by discussing nicely, again with the above invitation to check out the actual volume. With repeated requests, call the police.

When inviting them in to listen, be sure to not seem too creepy ...