Listen to Midnite In A Madhouse online. Midnite In A Madhouse is an English language song and is sung by Chick Webb and His Orchestra. Midnite In A Madhouse, from the album Sunny Sounds, was released in the year 2015. The duration of the song is 2:32. Download English songs online from JioSaavn.