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 Billie Holiday. You Don't Know What Love Is, from the album Only Big Hits, was released in the year 2015. The duration of the song is 3:47. Download English songs online from JioSaavn.