Listen to Just One of Those Things online. Just One of Those Things is an English language song and is sung by Ella Fitzgerald and Oscar Peterson Trio. Just One of Those Things, from the album Jazz at the Philharmonic - Seattle 1956, was released in the year 2011. The duration of the song is 3:52. Download English songs online from JioSaavn.