Listen to Come Away with Me online. Come Away with Me is an English language song and is sung by Ross Griggs. Come Away with Me, from the album Falling in Love: A Collection of Classic Love Songs Performed on Guitar, was released in the year 2014. The duration of the song is 3:06. Download English songs online from JioSaavn.