Listen to Nobody Knows You When You're Down and Out online. Nobody Knows You When You're Down and Out is an English language song and is sung by Bessie Smith. Nobody Knows You When You're Down and Out, from the album The Great 1920s & Swingin' Gatsby 20s Classics - 100 Classic Speakeasy Jazz Hits from the Gatsby Inspired Roaring Twenties, was released in the year 2013. The duration of the song is 2:57. Download English songs online from JioSaavn.