Husband keeps yelling at me and it's taking a toll on me...Help?

My husband is the sole provider of my family-I stay at home with our 10 month old. He's a good guy, but has a major problem with raising his voice.. Like this morning all I said to him was not to walk on the floor with his shoes on because my baby is crawling then he started yelling obscenities like "I'm f@**** tired of this" He's always jumping off the handle and can't talk without yelling at me. It really hurts when he raises his voice because I never do it to him and the most embarassing thing is our landlord can hear everything. I'm a private person, but my husband can't censor his feelings. I'm fed up of being yelled at. I'm not ready to work because My baby is still young. I've talked to him, but he still doesn't get because he continues to yell at me. What should I do?