Listen to That Old Feeling online. That Old Feeling is an English language song and is sung by Art Blakey. That Old Feeling, from the album The Complete Blue Note Collection (Part 3: 1960 - 1962), was released in the year 2012. The duration of the song is 6:36. Download English songs online from JioSaavn.