Listen to I Can't Believe That You're In Love With Me online. I Can't Believe That You're In Love With Me is an English language song and is sung by Billie Holiday and Teddy Wilson Orchestra. I Can't Believe That You're In Love With Me, from the album I Can't Get Started (Original Recordings 1937 - 1938), was released in the year 2016. The duration of the song is 2:53. Download English songs online from JioSaavn.