Listen to Drop That Shit online. Drop That Shit is an English language song and is sung by Kosta Radman & Vanillaz. Drop That Shit, from the album F! Records Presents: The Drop, was released in the year 2014. The duration of the song is 5:26. Download English songs online from JioSaavn.