Although Harold Ousley is not a big name in the jazz world and has only recorded sporadically as a leader, the hard bop/soul-jazz musician has backed some major jazz artists over the years.
"That’s When We Thought Of Love" was recorded in 1986 (and released only in 1994 on J’s Way Records) with Ousley, pianist James Weidman, bassist Don Gladstone, drummer Curtis Boyd, and guitarist Greg Skaff. It is a nice and relaxed session. But what really makes it special is the guest apperance of male jazz singer, Little Jimmy Scott on three tracks, "All Of Me", "Pennies From Heaven" and "Time After Time".