Do guys like it when as girl is a "screamer"?

I over heard my husband telling his friend that I scream during sex and he's scared that I'm going to wake the neighbors. I was so humiliated by what he said that I couldn't even bring myself to ask him if it bothers him. I honestly didn't even realize that im loud in bed. What should i do to be more quiet during sex so my husband won't get mad?