Listen to I'm Crazy 'Bout My Baby online. I'm Crazy 'Bout My Baby is an English language song and is sung by Cab Calloway and His Orchestra. I'm Crazy 'Bout My Baby, from the album Love Caught, was released in the year 2016. The duration of the song is 2:35. Download English songs online from JioSaavn.