Listen to Let's Get Lost online. Let's Get Lost is an English language song and is sung by Chet Baker. Let's Get Lost, from the album Jazz Heritage: Chet Baker, was released in the year 2013. The duration of the song is 3:41. Download English songs online from JioSaavn.