Listen to Anchors Aweigh online. Anchors Aweigh is an English language song and is sung by Instrumental All Stars. Anchors Aweigh, from the album Instrumental Gold: College Fight Songs, was released in the year 2012. The duration of the song is 0:59. Download English songs online from JioSaavn.