Listen to I Can't Believe That You Are in Love with Me online. I Can't Believe That You Are in Love with Me is an English language song and is sung by Billie Holiday. I Can't Believe That You Are in Love with Me, from the album Popular Music Featured in the Films of Woody Allen, Volume 6: 2000 - 2003, was released in the year 2014. The duration of the song is 2:44. Download English songs online from JioSaavn.