Listen to Sweetest Song I Know online. Sweetest Song I Know is an English language song and is sung by Randy and Mary Perry. Sweetest Song I Know, from the album Let's Have Church, was released in the year 2017. The duration of the song is 1:59. Download English songs online from JioSaavn.