Listen to Minnie the Moocher online. Minnie the Moocher is an English language song and is sung by His Orchestra and Cab Calloway. Minnie the Moocher, 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 3:16. Download English songs online from JioSaavn.