Listen to Tears On My Pillow online. Tears On My Pillow is an English language song and is sung by Little Anthony and The Imperials. Tears On My Pillow, from the album 100 Golden Hits of the 50's, Vol. 3 (100 Best Songs of the 1950s), was released in the year 2012. The duration of the song is 2:15. Download English songs online from JioSaavn.