Listen to Come Away With Me online. Come Away With Me is an English language song and is sung by Smooth Jazz All Stars. Come Away With Me, from the album Soul Jazz Café, was released in the year 2012. The duration of the song is 3:09. Download English songs online from JioSaavn.