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Music Recommendation Engines Compared

An anonymous reader writes "The music recommendation/music discovery space seems to be heating up this year. Two big recent features on music recommendation engines: ExtremeTech has a round-up and reviews of eight leading services. Of the eight, Last.fm emerges as the winner: "Last.fm is by far the best out there, possessing a huge library of music, a great community, and a recommendation feature that will blow you away." Meanwhile, Pitchforkmedia.com just ran an in-depth feature about the hows and whys of music recommendation software, that tells the story going back to the '90s, and interviews people at Last.fm, Pandora, MusicIP, and the startup Echo Nest: '"Our hope is to answer every possible question about music that ever existed. If we can pull that off, then I think we're doing very well," says [Brian] Whitman.'"

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  1. Stuck in the Indy Shuffle with Pandora by stuffduff · · Score: 4, Interesting

    Pandora can get stuck in a rut when it doesn't understand why you listen to what you're listening to. I'm a big fan of Progressive Rock. Say you start with PFM's (Premiata Forneria Marconi) 'Celebration.' After a few songs it tends to pick some kind of Indy Rock. Progressive Rock may be grandiose, but that's what I like about it, that it continues to change during a piece of music. In essence it, by it's very nature seems to escape the definitions given to it. So I'm not sure that any of these engines will ever get that kind of music right. If I "Don't like' enough songs in a row it will go back for some classic prog, but if left alone it just keeps wandering away from it instead of leading me to new prog like Wobbler or Kenso.

    --
    "Can there be a Klein bottle that is an efficient and effective beer pitcher?"
    1. Re:Stuck in the Indy Shuffle with Pandora by gunpowda · · Score: 5, Interesting
      However, what I've found to be excellent about Pandora, apart from its uncanny ability to play relevant music based on the few clues I've given it, is that the service tells you *why* it's chosen a particular track if you click that button. It's a great insight into some features of the music you may not have consciously picked up on before.

      It is true that if your taste is for a niche genre then it won't be too useful, but if you're in that position then you probably know better than any software what you ought to listen to next!

  2. Independent music recommendation services? by 'aspies'+are+retards · · Score: 4, Interesting
    Ok, so I've had it with the musicians who have sold their souls to the corporations. With the advert of the Internet, they don't need anyone else to publish and distribute their music to the world. So now I want to get my music from independent artists. The problem is: I know what kind of music I like, and I know which mainstream bands make this kind of music, but I don't have time to go listening to every indie artist to find out what they make.

    What I'm looking for is a site where I can enter or select names of bands or songs that I like, and get independent music recommended to me. You like Alanis Morisette? Try Jen Pitch. That sort of thing. Does anybody know of such sites?

    By the way: the example above is just an association I know from the top of my head; I'm not very much into the kind of music at all.

  3. Last.fm vs Pandora by Supersonic1425 · · Score: 4, Interesting

    I'll start by saying that I'm a huge fan of Last.fm, and have been for years. I'm addicted to the place, and my music collection would be nothing without it. While Last.fm does have a feature where artists are automatically recommended to you, I rarely use it. It's the social aspect of Last.fm that sets it apart. The best way of getting recommendations is just simply asking for them.

    I've used Pandora a few times before, and was always disappointed with what it recomended. Results are mixed to say the least—it clearly works better for some types of music than others—and some of the recommendations can be, quite frankly, laughable.