Listen to Jiminy Gee online. Jiminy Gee is an English language song and is sung by Bernie Cummins and His Orchestra. Jiminy Gee, from the album Bernie Cummins and His Orchestra 1924-1930, was released in the year 2008. The duration of the song is 2:33. Download English songs online from JioSaavn.