Listen to That Old Feeling online. That Old Feeling is an English language song and is sung by Kathy Kirby. That Old Feeling, from the album Greatest Hits: Kathy Kirby Vol. 2, was released in the year 2011. The duration of the song is 2:09. Download English songs online from JioSaavn.