(((((Fallling Apart)))))
I think you should tell him. He deserves to know, he's the father. But beyond that, if he knew you were pregnant he might decide to work harder at your relationship. Who knows, it could be a positive turning point for him. Is your husband getting help for his depression?
Best of luck.

