Listen to You Don't Know What Love Is online. You Don't Know What Love Is is an English language song and is sung by Chet Baker. You Don't Know What Love Is, from the album The Legendary Music of Artie Shaw, Firehouse Five plus Two, Dizzy Gillespie, Chet Baker and Other Hits, Vol. 4 (150 Songs), was released in the year 2013. The duration of the song is 4:52. Download English songs online from JioSaavn.