Listen to Minnie the Moocher online. Minnie the Moocher is an English language song and is sung by Cab Calloway and His Orchestra. Minnie the Moocher, from the album 101 Hits Of The Thirties, was released in the year 2011. The duration of the song is 3:13. Download English songs online from JioSaavn.