Listen to Give Me The Simple Life online. Give Me The Simple Life is an English language song and is sung by Chet Baker, Dave Bailey, Henry Grimes, Art Farmer, Bil Crow, Gerry Mulligan and Annie Ross. Give Me The Simple Life, from the album Original Jazz Sound: Sings a Song With Mulligan , was released in the year 2011. The duration of the song is 3:32. Download English songs online from JioSaavn.