Listen to Pick Up the Pieces online. Pick Up the Pieces is an English language song and is sung by The Worship Crew. Pick Up the Pieces, from the album A Southern Gospel Tribute to the Perrys, The Whisnants, & Mark Bishop, was released in the year 2012. The duration of the song is 3:57. Download English songs online from JioSaavn.