Testing iTunes' Genius Playlists
The Genius feature in iTunes was released a while ago, but I've yet to test it out. The stated purpose of Genius, according to Apple's website, is to "rediscover" great songs in your library -- an attempt to compete with Pandora and Last.fm, no doubt -- but more realistically, the point of it is for a computer to just replace human labor -- specifically, your labor, sifting through your music collection for songs that would make a good mix tape. (I'm not sure where iTunes is collecting all the information Genius uses to construct its playlists, but I think it's based off of what other iTunes customers are buying. The scarier option is that I just sent my entire music library to Apple, and it will be subpeoned by the RIAA in the Copyright Armaggedon of 2015.)
Today I'm going to do some selective sampling of my music collection and see how well it actually works. I'll be judging Genius's results based on a predictability scale from 0-6 (in deference to Kinsey), 0 being a pretty obvious and uninspired mix, 6 being too erratic and disjointed to be enjoyable.
Let's start things off with an older garage indie rock favorite of mine, The Wrens' "Everyone Chooses Sides".
Results: Some obvious indie rock contemporaries: Franz Ferdinand, Bloc Party, the single Tapes 'n Tapes song in my library. Not sure what Gnarls Barkley is doing in here, though, and I've never thought of Beirut or They Might Be Giants as being very rough around the edges.
Judgement: 5.
Next let's pick a genre that I have plenty to choose from in my library, like say Andrew Bird's "Nervous Tic Motion of the Head...".
Results: Lots of other Andrew Bird here, along with Beirut (obvious), Sufjan Stevens (yup), Decemberists (still pretty straightforward). The only real surprise here is an electronica track from M83. Weird. I'd like a tad more variety.
Judgement: 2.
Now let's do an artist I have tons of tracks from, Tori Amos, but we'll stay away from any of the obvious choices and go for "Bliss" (from To Venus and Back).
Results: Huh, this one's actually pretty usable. The usual suspects are here: Fiona Apple, Sarah McLachlan, Charlotte Martin. A few outliers, though: a track from an early 2000s David Bowie record, an obscure Nine Inch Nails track, some Blonde Redhead.
Judgement: 3.
Not bad, I guess. It hasn't bored me to death, and only the first playlist would be considered too random to listen to. I do wonder how feasible some of these combinations are in other people's music libraries -- I don't have a huge music library, but I know I buy and/or acquire music more often than your average consumer. Anyone have their own reactions to Genius's success rate?
Today I'm going to do some selective sampling of my music collection and see how well it actually works. I'll be judging Genius's results based on a predictability scale from 0-6 (in deference to Kinsey), 0 being a pretty obvious and uninspired mix, 6 being too erratic and disjointed to be enjoyable.
Let's start things off with an older garage indie rock favorite of mine, The Wrens' "Everyone Chooses Sides".
Results: Some obvious indie rock contemporaries: Franz Ferdinand, Bloc Party, the single Tapes 'n Tapes song in my library. Not sure what Gnarls Barkley is doing in here, though, and I've never thought of Beirut or They Might Be Giants as being very rough around the edges.
Judgement: 5.
Next let's pick a genre that I have plenty to choose from in my library, like say Andrew Bird's "Nervous Tic Motion of the Head...".
Results: Lots of other Andrew Bird here, along with Beirut (obvious), Sufjan Stevens (yup), Decemberists (still pretty straightforward). The only real surprise here is an electronica track from M83. Weird. I'd like a tad more variety.
Judgement: 2.
Now let's do an artist I have tons of tracks from, Tori Amos, but we'll stay away from any of the obvious choices and go for "Bliss" (from To Venus and Back).
Results: Huh, this one's actually pretty usable. The usual suspects are here: Fiona Apple, Sarah McLachlan, Charlotte Martin. A few outliers, though: a track from an early 2000s David Bowie record, an obscure Nine Inch Nails track, some Blonde Redhead.
Judgement: 3.
Not bad, I guess. It hasn't bored me to death, and only the first playlist would be considered too random to listen to. I do wonder how feasible some of these combinations are in other people's music libraries -- I don't have a huge music library, but I know I buy and/or acquire music more often than your average consumer. Anyone have their own reactions to Genius's success rate?
Labels: itunes, technology









