Listen to Crazy He Calls Me online. Crazy He Calls Me is an English language song and is sung by Jeri Southern. Crazy He Calls Me, from the album The Only Jazz Album You'll Ever Need, was released in the year 2014. The duration of the song is 3:48. Download English songs online from JioSaavn.