I have a similar problem with my neighbours, which play music every Monday night/Tuesday morning often until 2/3am, shouting and swearing in the meantime...
I've contacted the council and they told me to keep a diary, which I found pretty silly since my issue is a regular one, once a week, every week.
Asking my neighbours to stop usually results in more swearing and more music.
I've got to the point where I sleep at friends' houses on Mondays.