I can not take this anymore?

It use to be like that when my mom and dad were married. There was no talking to them and even if i did they would only be calm for maybe half a day then it would keep going. It finally ended when they got divorced. But as for your question, Maybe you could just stay in your room quietly until they get tired and stop arguing.