Listen to Love Is A Swingin' Thing online. Love Is A Swingin' Thing is an English language song and is sung by The Shirelles. Love Is A Swingin' Thing, from the album Leopard Lady, was released in the year 2015. The duration of the song is 2:08. Download English songs online from JioSaavn.