A man wearing a long brown robe is playing the guitar while another person is sitting at the drums and yet another is wearing a long gray robe and singing.
The robe is brown.
The robe is brown is a different way to say "a brown robe"
Brown robe is a rephrasing of robe is brown.
A man with a brown robe playing the guitar and a another man with gray robe is singing.