Husband recently diagnosed with depression, says he feels nothing towards me.

I'm heartbroken. We've been in a relationship for over 10 years, married for almost 5, and have a 10 month old infant. Since this all came about, he won't let me touch him, and won't say, "I love you". He said he has no feelings towards me and that makes him sad, so he just doesn't want to be touched. I miss him so much. I keep telling him I love him, because I do, but he never says it back and it's crushing.

Is this the depression talking? Will he ever love me again? This is coming from 2 people who (up until this happened) said I love you a dozen times a day. One day, it just ended. I'm desperate to save our marriage. I love him and seeing him like this is devastating.