Fellody is a new social networking service that connects people with similar taste in music. It compares the music on people’s computers and ranks the highest matches in your area. The system is clever enough to ignore the songs you never play and if you want to keep your guilty listening pleasures a secret, you can choose the songs within your music library that will be matched.

Via. http://www.thrillist.com/node/2352031