Living in a misery small house with a very loud family?

I can't relax in my life even in my home my family are so ****** annoying and I feel I'm gonna commit a crime here. I feel them directly in my head and I feel my head well gonna explode from the disturbing. I just lock my self in my room for days hating my life or I get out of my room and have fist fight with my brother. I always tell them everything can happen quietly no need to scream or yell but talking don't give any results with them. My mother is always out she say she can't live in this hell anymore and my father is always traveling for he's job and when he's back to home he don't give a **** about what's going on