My husband and I can't talk to each other without arguing

Every time I speak, he says I anger him. Also, when he's mad at something, like work, he gets angry at me. I feel like we're so distant from each other now. We used to laugh all the time, and I feel like he lets too much negativity in. What should I do? We've been married for two years but together for seven.