Listen to Feeling That Way online. Feeling That Way is an English language song and is sung by Isham Jones And His Orchestra. Feeling That Way, from the album All Time Jazz Hits, was released in the year 2016. The duration of the song is 3:27. Download English songs online from JioSaavn.