Listen to Come Dance With Me online. Come Dance With Me is an English language song and is sung by Oscar Peterson Trio. Come Dance With Me, from the album This Is Jazz, was released in the year 2014. The duration of the song is 2:20. Download English songs online from JioSaavn.