The folks at SoundFlavor (formerly Siren Systems), have released the SoundFlavor DJ, which is a 'personal DJ that automatically selects and plays songs from your library based on your personal tastes and the music that your listening to.



Soundflavor uses a combination of collaborative filtering, lyrics and music content to find music similarity.  I don't believe that they do any kind of automatic analysis of the content, instead they perform a light-weight labelling of the music (like what mood logic used to do). 

The SoundFlavor folks put a lot of effort into the design of this app. They've been working with Adaptive Path, the user experience experts, to make a program that is simple to use.

The system looks nice based on the screenshots, but since it is a Windows-only version, I have no means to try it out to see how well it works.  I await the mac version.

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