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 50 Favourites from the Swinging Thirties (30s), was released in the year 2013. The duration of the song is 3:37. Download English songs online from JioSaavn.