We did have a noise ordinance, and I did call the police on them. I can only wish that you get a neighbor like I had one day.
No one wants to party where the cops routinely show up. Honestly, some of these things are so easy nip in the bud.
Owning a property known to a bunch of miscreants as the home likely responsible for all those expensive DUIs isn't exactly a desirable risk-free position to be in.
I can only hope your HOA takes your living space over the paint on your door some day.