Workinonit
Its not easy to get them to stop fighting and they may not stop just because it bothers you.
For your own sake I would recommend you find someone to talk to as well as a place to spend time at because your home sounds like a toxic environment and if it hasn’t already ruined you it most certainly will over time with enough exposure.