Listen to Just One of Those Things online. Just One of Those Things is an English language song and is sung by Billy May and his Orchestra. Just One of Those Things, from the album Billy May HiFi Hits, was released in the year 2012. The duration of the song is 2:07. Download English songs online from JioSaavn.