Listen to Your Father's Moustache online. Your Father's Moustache is an English language song and is sung by Woody Herman And His Orchestra. Your Father's Moustache, from the album The Best of Woody Herman, was released in the year 2016. The duration of the song is 3:21. Download English songs online from JioSaavn.