Listen to Anchors Aweigh online. Anchors Aweigh is an English language song and is sung by Tommy Dorsey. Anchors Aweigh, from the album Tommy Dorsey, was released in the year 2010. The duration of the song is 3:27. Download English songs online from JioSaavn.