Listen to Come with Me online. Come with Me is an English language song and is sung by Taye Diggs and Julia Murney. Come with Me, from the album The Wild Party (Original Off-Broadway Cast Recording), was released in the year 1999. The duration of the song is 2:47. Download English songs online from JioSaavn.