Listen to That Old Feeling online. That Old Feeling is an English language song and is sung by Gerry Mulligan and Stan Getz. That Old Feeling, from the album Anything Goes, was released in the year 2016. The duration of the song is 5:55. Download English songs online from JioSaavn.