Listen to Pick Yourself Up online. Pick Yourself Up is an English language song and is sung by Mark Murphy. Pick Yourself Up, from the album In the Mood of Jazz, was released in the year 2014. The duration of the song is 2:31. Download English songs online from JioSaavn.