Listen to Crazy He Calls Me online. Crazy He Calls Me is an English language song and is sung by Billie Holiday. Crazy He Calls Me, from the album 100 Greatest: Billie Holiday, was released in the year 2012. The duration of the song is 3:06. Download English songs online from JioSaavn.