Listen to Minnie the Moocher online. Minnie the Moocher is an English language song and is sung by Cab Calloway. Minnie the Moocher, from the album Rolling Back the Years Present - Gold Classic Hits, Vol. 6, was released in the year 2012. The duration of the song is 3:12. Download English songs online from JioSaavn.