Filed under: Audio, Internet, Features, News, Windows, Macintosh, Linux, Web services, Commercial, Freeware, Social Software
Pandora: The future of music
The mechanism that runs Pandora's uncanny magic, the Music Genome Project, is a very complex one that requires almost 400 different "genomes" (scores) per song to be assigned by well-educated music professors and musicians who listen to the song carefully to determine its musical genome or very specific DNA. This process is complicated, and requires these music experts to have a lot of training before they can even use Pandora's rating system. This idea of pulling these somewhat ethereal musical attributes (call it meta-information if you like) right out of a recording by listening to it is a great one, and Pandora works well because of it.
Many companies have licensed Pandora's unique "Music Genome" data to better the recommendations on their own music sites, which says something for its high quality. Tim says that though Pandora does much of this today to pay the bills, their focus really is on the artist and the listener, prompting them to take more steps toward getting the music out there for people to listen to, and making it easier for artists to find a voice. Tim gave us some vague details of the things Pandora may or may not be planning, but time frames and even the likelihood of some of these things may be up for grabs. Here are some ideas you might see Pandora putting to good use in next few years:
- Classical Music. Tim said that the number one request they get on Pandora for music is Mozart. Why don't they have classical music yet? Tim basically said that they had to start somewhere, so they chose to do more popular music that there would be the widest audience for at first. He did say that Pandora is planning on adding classical music, and the impression I got was that it might happen in the near future. We will just have to wait and see.
- Music in other languages. Pandora is pondering other languages, but Tim said that right now it is just too complicated to integrate this into Pandora until they have progressed a bit further in this musical revolution they have started. In a few short years, however, we may have all types of world music and many different languages in Pandora for your listening pleasure. For Tim Westergren, Pandora is all about music, and all music. This will take a long time, but it gets easier whenever people join the listening throng or link up with the team at Pandora. Did I mention they are hiring? Details at their site.
- Why. If you have listened to Pandora for a while, you may have the familiar urge to tell them why you didn't like a song, instead of just thumbing something up or down like an indiscriminate ape, for example one listener at the town hall I attended said that he didn't like Bjork, but everything that Pandora generated in the same adjacent genre he did like. Also, if you like a song, but not the rest of the artist's music, or vice versa, soon you will be able to tell Pandora why you don't like something. It will most likely consist of a set of pre-determined selections you can make to tell them why you don't approve. Tim said they had rolled the feature out with a box to type in the reason why not a while back (in a limited feature test) and found that this would be a viable idea that a lot of people would appreciate if added to the player. I personally would love this feature. I think a lot of Pandora's listening faithful feels the same way.
- Mobility & Ubiquity. Tim really wouldn't really dish out any particulars (he couldn't for legal reasons), but said that Pandora was looking at possibly a Vcast-like service for mobile music listening, maybe even a car audio solution, and some other things, in addition to the Squeezebox-enabled version that already lives in the living room. If you want to know more about what is coming on this front, feel free to attend a town hall meeting in your area when it comes.
- The Pandora API. I asked Tim if Pandora was planning on a Pandora API so all of us code hackers and API junkies could mold Pandora's sexiness into our own brand of play-dough, and he said that despite the advertising-driven model that they employ today to make any money, they are thinking about it and trying to come up with an API of some sort. The problem with an API is that Pandora relies on ad-revenue and venture capital right now to make money, so they can't very well release an API that would allow developers to bypass their ad-revenues from a business perspective. Once they figure out how to get around this issue, it sounds like they would love to put out an API, so keep your fingers crossed for that.
- Community features. While I love and pretty much live on Pandora's sweet ear-candy, I wish there were some community features to share music in real-time. There is a way to share music, but it isn't fully what it could be, leveraging the Web 2.0 software that is out there today. I envision a music Facebook or del.icio.us. Tim did mention that we should see these features soon, possibly in 2007, but again, this isn't a hard and firm ETA, it's just an estimate. He said he always wished there was a way to get the news out about local shows to listeners contextually while they were hearing a song from a particular artist. He said the problem is trying to get artists to post shows on the site (at least in the indie and grassroots genres) so people would know about the shows. I agree, and asked if there was a way to let music fans add shows, since us music-freaks/bookmarking buffs would do it 100 times a day given the chance ion all sorts of cities. In this way, Pandora would do well to employ the masses to help them reach their goals. Social software is not only the wave of the future, but it would solve a ton of problems that traditional software has today. Granted, Pandora isn't exactly traditional software, but they aren't quite hopping on the Web 2.0 band-wagon either. Not that this is a bad thing. Pandora is really in its own class, but I do think that a few pages ripped from the newest books couldn't hurt it in the long run.
If you are already a Pandora fan, know that some good changes are on the way, and if you haven't checked out Pandora yet, you should. It is the most amazing and satisfying music listening experience I have ever had. I have found so many new artists I didn't know existed before, thanks to Pandora. Many of us here at Download Squad are Pandora fans for good reasons, so go check it out for yourself!
If you feel so inclined, you can support Pandora by signing up for their no-ads version, which costs $3 a month. There aren't any extra features if you do support Pandora, but it just shows a vote of confidence for this great service that will keep getting better as we listen. If you have idea, suggestions, comments, thoughts, etc. you can let Pandora know by email: suggest DASH music AT pandora DOT com, because they do implement many of the ideas they get from listeners. Happy listening!
Get a WordPress.com Blog
With Halloween fast approaching, it's a great time to get in some practice defending your territory against zombies. In Graveyard Shift, you take aim at zombies and other creepy-crawlies, blasting them into splatters of cartoony green guts. It's a casual first-person shooter, and it's very easy to get the hang of - use the mouse to aim, click to fire. Graveyard Shift has at least 15 levels, and it might even have some secret stages I haven't unlocked yet.
They key to getting good at Graveyard Shift is learning to use ...

Reader Comments (Page 1 of 1)
Gardiner Westbound said 5:53PM on 11-27-2006
I don't share the author's Pandora enthusiasm. For every well known selection a listener has to endure a dozen pieces by unknown artists of dubious talent.
Reply
Punchy said 9:18PM on 11-27-2006
Poster #1 just doesn't get it or hasn't tried it. I am a complete convert and have been a big fan since launch. Recently added features allows the user complete control of the music selections that Pandora makes for you and a little "training" will enrich the users experience that much more. Also, I have been nothing but pleasantly surprised by odd "unknown artist" that does make it to one of the stations I have created.
Trust me once you get the hang of this (and that takes minutes) you will enjoy having the music back in your life. And, unlike other mediums, not a single commercial, break for a weather forecast or unsolicited announcement about a software upgrade availability.
What I would love to see is Pandora for MCE, Pandora in my car and Pandora on my cell phone. All completely possible as a part of the big picture.
No more MP3's to download, no more wasted disk space, just great tunes streaming reliably to my desktop where ever I may be.
Thanks Pandora, keep up the great work.
Punchy
Reply
Mike said 12:42PM on 11-28-2006
I've been using Pandora for a while and really like it. What I would like to see is Pandora act as the middleman between the artist and the consumer, bypassing the record industry. This would support Pandora, give the artist reasonable return on their work and offer the consumer a lower price. A win-win situation for everybody except the record companies, which deserve to lose their share of the pie!
Reply
Bela Black said 12:42PM on 11-28-2006
Very nice, I am very excited about this.
Reply
hydrashok said 12:43PM on 11-28-2006
Pandora for my car would just rock!
I've been using Pandora regularly for a long time, and I find nothing that even comes close. The Pandora + last.FM mashup ( http://pandorafm.real-ity.com/ ) extends the experience to an even better level.
Reply
Parker said 12:43PM on 11-28-2006
I do like PandoraFM, let's hope it doesn't break as Pandora evolves. Even better would be a 1st-party solution directly from Pandora.
Classical music will be a nice addition. I'd like to make a station that mixes it with electronic and downtempo music. Good stuff for work.
I also like the idea of specifying *why* I like or don't like certain stuff, but doing that via a text box requires humans reading and processing all that data. Pretty unfeasible. I'd prefer to have thumbs-up/down buttons next to the song title, artist, album, and each item in the "why Pandora played this song" list. Then you just click the thumb next to the corresponding factor behind your like or dislike. This method can be automated, which seems a lot smarter to me.
Reply
Danny said 5:49PM on 11-29-2006
It does take time to truly develop a winning station. If someone comes in to Pandora for a couple minutes, they may be momentarily disappointed. I might recommend last.fm for the faster "let me hear what I want" experience. But for a more immersing and satisfying long-term "journey" of musical discovery, Pandora is a beautiful and perfect thing.
Bottom line, it takes a bit of time to refine the A.I., but once you do, you're golden.
Reply
Tim said 12:58PM on 12-06-2006
Hey if you are looking to share your stations check out the site:
http://pandorastations.crispynews.com
I think you'll like it. I've been working all weekend on polishing up the looks of the thing. We've got hundreds of Pandora stations shared on there now. Check it out.
You don't have to register to use it.
Reply