Listen to Don't Get Scared online. Don't Get Scared is an English language song and is sung by King Pleasure, Eddie Jefferson, Jon Hendricks and Quincy Jones Band. Don't Get Scared, from the album My Funny Valentine, Jazz of 1954, was released in the year 2012. The duration of the song is 3:22. Download English songs online from JioSaavn.