Listen to Pick Yourself Up online. Pick Yourself Up is an Unknown language song and is sung by Oscar Peterson Trio. Pick Yourself Up, from the album A Portrait Of Frank Sinatra, was released in the year 1900. The duration of the song is 2:09. Download Unknown songs online from JioSaavn.