Do they do that in Paris? Or do they suffer there as well?
Informing the neighbors or inviting them to the party also works. If you are really pushing it you buy them some flowers and ask if it wasn't to much trouble the day after. If you have a normal relationship asking if the neighbors can tune it down a bit shouldn't be a big deal either.