Listen to Estrellita online. Estrellita is an Unknown language song and is sung by Harry James and His Orchestra. Estrellita, from the album The Best and the Greatest Swing Music - Vol.Three, was released in the year 2010. The duration of the song is 2:50. Download Unknown songs online from JioSaavn.