Listen to Pickin' the Garbage online. Pickin' the Garbage is an Unknown language song and is sung by Dizzy Gillespie. Pickin' the Garbage, from the album The Dizzy Gillespie Story, 1939-1950 (Remastered Version) (Doxy Collection), was released in the year 2018. The duration of the song is 2:49. Download Unknown songs online from JioSaavn.