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 Billie Holiday - 50 Essential Tracks Vol 3(Digitally Remastered), was released in the year 2011. The duration of the song is 3:05. Download English songs online from JioSaavn.