Listen to Midnight In a Madhouse online. Midnight In a Madhouse is an English language song and is sung by Chick Webb. Midnight In a Madhouse, from the album 55 Masterpieces, was released in the year 2011. The duration of the song is 2:32. Download English songs online from JioSaavn.