When your spouse is lying, he will most likely feel some anxiety.
So look out for any out-of-the-ordinary behavior like excessive sweating or nervous tics when you are talking to him.
But first, make small talk to get the him comfortable.
besides, if you have been with him for a long time you shoule notice a change in behavior.