It's walks. Even though, you use "the man" to determine which form of the verb to use, you wouldn't use walk with who either. Think about it, which sounds better (and is correct to say): "Who walk?" or "Who walks?" Then, to answer, you'd say: I walk, you walk, he walks, she walks, we walk, they walk etc.