Listen to It's the Same Old Story online. It's the Same Old Story is an English language song and is sung by Billie Holiday. It's the Same Old Story, from the album Gloomy Sunday, was released in the year 2012. The duration of the song is 3:12. Download English songs online from JioSaavn.