Listen to Geechy Joe online. Geechy Joe is an Unknown language song and is sung by Cab Calloway & His Orchestra. Geechy Joe, from the album Minnie The Moocher, was released in the year 2020. The duration of the song is 3:04. Download Unknown songs online from JioSaavn.