Archive for category Music

Scary and Stretched

In the last few months I’ve found myself listening to Skrillex non-stop – usually because I’m working on some sort of Skrillexed-based hack. One thing about Skrillex – his music is quite layered, there’s lots of interesting sounds packed into every second of a song. I thought I’d explore this layering a little bit by applying Paul’s Stretch to Scary Monsters and Nice Sprites.  The effect is quite pleasing.

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Who are the shallowest artists?

Yesterday, I wrote about who the Deepest Artists are. So naturally, today I’ll turn that on its head and take a look at who are the Shallowest Artists. I define a shallow artist as an artist that despite having a substantial number of released songs, has most listens concentrated in their top five tracks.  These are the artists that are best known for just a small number of songs.

For each artist, I’ve calculated a Shallowness Score which is merely the percentage of an artist’s plays that occurs in an artist’s top 5 songs.  A Shallowness Score of 71% means that 71% of all listens occur in the top 5 songs. Thus,  71% of all listens to Survivor (of Eye of the Tiger fame) are found in their top 5 songs.

Update: This post used to reference the Pitch Perfect Treblemakers, but Glenn points to an ambiguous artist issue with the Treblemakers where multiple artists were conflated. The Pitch Pefect Treblemakers only have 4 songs so they are no longer a candidate for this list.

Here are the top 15 Shallowest Artists.  Click to see the full chart:

Click to see the full chart

Click to see the full chart

As you’d expect, there are plenty of new artists on the list, artists like Icona Pop, Avicii and Zedd that have had a few charting songs. Being tagged as a shallow artist isn’t necessarily bad, it just means that your music is dominated by a handful of hits. That’s why we find Adele and Jeff Buckley on the same list as Paris Hilton and Smash Mouth.

Check out the full list of the Shallowest Artists as well as the full list of the Deepest Artists.

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Who are the deepest artists?

Our playlists our filled with One Hit Wonders like My Sharona, Tainted Love and Final Countdown. One Hit wonders are the non-nutritious food of the music world – they are Twinkie’s, the Ho Hos and the Yodels of our musical diet.  But what should we listen to when we want a full and nutritious musical meal?  We should look for music by artists that have deeper catalogs – artists where the fans spend substantial time listening to the non-hits. These are the Deep Artists, the opposite of the One Hit Wonders – the artists that you can spend months or years listening to and exploring their collection.

Unfortunately, there’s no master list of Deep Artists – but I have lots of music listener data, so I figured I could build one.  Here’s what I did. First I restricted my results to somewhat familiar artists with at least 100 songs in their catalog. I then scored each artist by the percentage of song plays that occur in the deep catalog versus the total plays for the artist – where deep catalog means a song that is not in the top ten for that artist.  This gives each artist a Deepness Score that I could then use to sort artists to give us a list of the Deepest Artists.  Here are the top ten:

The Deepest Artists 2013-11-24 10-12-18

Click for the full list

Not surprising to see Johann Sebastian Bach at number two. Bach has no real ‘hits’ – and indeed has an incredibly deep catalog. 90% of all Bach plays occur in Bach’s non-top 10.  The number one deep artist is Vitamin String Quartet – they have 3500 covers of songs with no clear hits among them.

Looking at the full list we see jam bands like Phish and Grateful Dead, AOR staples like Pink Floyd and David Bowie.

I’ve built a list of a little over 500 of the Deepest Artists. These are artists that have a deepness score of 50% or greater – meaning that at least 50% of all listens for the artist is in the deeper cuts.  This Thanksgiving if you are looking for some more nutritious music, stay away from Alice’s Restaurant and other One Hit Wonders and listen to music by artists on this Deep Artists list.

Update: Glenn looked at these results and felt that a nutritious music meal shouldn’t include Vitamin String Quartet (it’s the ‘artificially-fortified sugar-coated cereal of music’ according to Glenn), so Glenn took a different approach with different results. Glenn calls his results boring, but I think they are quite interesting. Read his post: Good  Boring results

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Children of the Hack (Angry Birds Edition)

I’m writing this post from Espoo Finland which is home to three disruptive brands: Nokia, who revolutionized the mobile phone market in the 1990s with its GSM technology;  Rovio, who brought casual gaming to the world with Angry Birds; and Children of Bodom perhaps one of the most well known melodic death metal bands. So it is not surprising that Espoo is a place where you will find a mix of high tech, playfulness and hard core music – which is exactly what I found this past weekend at the Helsinki Music Hack Day hosted at the Startup Sauna in Espoo Finland.

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At the Helsinki Music Hack Day, dozens of developers gathered to combine their interest in tech and their passion for music in a 24 hour hacking session to build something that was music related. Representatives from tech companies such as SoundCloud, Spotify and The Echo Nest joined the hackers to provide information about their technologies and guidance in how to use their APIs.

After 24 hours, a dozen hacks were demoed in the hour-long demo session. There was a wide range of really interesting hacks. Some of my favorites are highlighted here:

Cacophony – A multi-user remote touch controlled beat data sequencer. This hack used the Echo Nest (via the nifty new SoundCloud/Echo Nest bridge that Erik and I built on the way to Espoo), to analyze music and then allow you to use the beats from the analyzed song to create a 16 step sequencer. The sequencer can be controlled remotely via a web interface that runs on an iPad. This was a really nice hack, the resulting sequences sounded great.  The developer, Pekka Toiminen used music from his own band Different Toiminen which has just released their first album. You can see the band and Pekka in the video:

It was great getting to talk to Pekka, I hope he takes his hack further and makes an interactive album for his band.

Hackface & Hackscan - by hugovk This is a pretty novel set of hacks. Hackface takes the the top 100 or 1000 artists from your listening history on Last.fm, finds photos of the artists (via the Echo Nest API), detects faces using a face detection algorithm, intelligently resizes them and composites them into a single image giving you an image of what your average music artist in your listening history looks like.

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Hackscan - takes a video and summarizes it intelligently into a single image by extracting single columns of pixels from each frame.  The result is a crazy looking image that captures the essence of the video.

Hugo was a neat guy with really creative ideas. I was happy to get to know him.

Stronger Harder Faster Jester  – Tuomas Ahva and Valtteri Wikstrom built the first juggling music hack that I’ve seen in the many hundreds of hack demos I’ve witnessed over the years. Their hack used three bluetooth-enabled balls that when thrown triggered music samples.

Photo via @tuomasahvra

Photo via @tuomasahvra

 

The juggler juggles the balls in time with the music and the ball tossing triggers music samples that align with the music. The Echo Nest analysis is used to extract the salient pitch info for the aligment.  It was a really original idea and great fun to watch and listen to. This hack won the Echo Nest prize.

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µstify - This is the classic boy meets girl story. Young man at his first hackathon meets a young woman during the opening hours of the hackathon.

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They decide to join forces and build a hack (It’s Instagram for Music!) and two days later they are winning the hackathon!  Alexandra and Arian built a nifty hack that builds image filters (in the style of Instagram) based upon what the music sounds like. They use The Echo Nest to extract all sorts of music parameters and use these to select image filters.  Check out their nifty presentation.

Gig Voter - this Spotify app provides a way for fans to get their favorite artists to come to their town. Fans from a town express an interest in an artist. Artists get a tool or helping them plan their tour based on information about where their most active fans actually are as well as helping them sell gigs to location owners by being able to prove that there is demand for them to perform at a certain location. Gig Voter uses Echo Nest data to help with the search and filtering.

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Hit factory  - Hit Factory is a generative music system that creates music based upon your SoundCloud tastes and adapts that music based upon your feedback . Unfortunately, no samples of the music are to be found online, but take my word, they were  quite interesting – not your usual slightly structured noise.

Abelton Common Denominator – a minimal, mini-moog style interface to simplify the interaction with Abelton – by Spotify’s Rikard Jonsson.

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Swap the Drop - this was my hack. You can read more about it here.

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One unusual aspect of this Music Hack Day was that a couple of teams that encountered problems and were unable to finish their hacks still got up and talked about their failures.   It was pretty neat to see hardcore developers get up in front of a room full of their peers and talk about why they couldn’t get Hadoop to work on their terrabyte dataset or get their party playlister based on Meteor to run inside Spotify.

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I’ve enjoyed my time in Espoo and Helsinki. The Hack Day was really well run. It was held in a perfect hacking facility called the Startup Sauna.

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There was plenty of comfortable hacking spots, great wifi, and a perfect A/V setup.

@sferik in a classic hacking position

@sferik in a classic hacking position

The organizers kept us fed with great food (Salmon for lunch!), great music, including a live performance by Anni.

Anni performs. Photo by @sferik

Anni performs. Photo by @sferik

There was plenty of Angry Birds Soda.

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Many interesting folks to talk to …

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Thanks to Lulit and the rest of the Aaltoes team for putting together such a great event.

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Swap the Drop

I’ve been in Helsinki this weekend (which is not in Sweden btw) for the Helsinki Music Hack Day.  I wanted to try my hand at a DJ app that will allow you to dynamically and interactively mix two songs.  I started with Girl Talk in a Box, ripped out the innards and made a whole bunch of neat changes:

  1. You can load more than one song at a time. Each song will appear as its own block of music tiles.
  2. You can seamlessly play tiles from either song.
  3. You can setup branch points to let you jump from an point in one song to any point in another (or the same) song.
    Swap_the_Drop_for_Kill_EVERYBODY_by_Skrillex
  4. And the killer feature – you can have two active play heads  allowing you to dynamically interact with two separate audio streams.  The two play heads are always beat matched (the first play head is the master that sets the tempo for everyone else). You can cross-fade between the two audio streams – letting you move different parts of the song into the foreground and the background.

All the regular features of Girl Talk in a Box are retained – bookmarks, arrow key control, w/a/s/d navigation and so on.  See the help for more details on the controls.

You can try the app here:  Swap the Drop

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SoundCloud => Echo Nest bridge service

On my way to Helsinki for the Music Hack Day I ran into Erik Michaels-Ober from SoundCloud. While sitting in the Frankfurt airport, we decided it would be pretty cool if it was super easy for developers to get the Echo Nest analysis for any SoundCloud track. So we put together a little prototype webservice that does just that. You give the web service a SoundCloud track ID, URN or URI and the service gives you back the corresponding Echo Nest Track ID that you can use to fetch the detailed Echo Nest analysis.

The service is deployed here: SCAnalyzer.  There’s a quick, dirty and ugly demo of the service here: SCAnalyzer Demo.  All the code is on github.

 

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You have 24 hours to build the future of music

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A Music Hack Day is unlike most other hackathons. There are no mega-prizes for the best hacks. There are no VCs wandering the hacker hallways trolling for the next startup. There are no briefs that describe the types of apps that you should build. Hackers don’t go to a Music Hack Day to win big prizes, or to launch their startup. Hackers go to Music Hack Days because they love music and they love to build stuff. At a Music Hack Day these passionate builders get to apply their talents to music, surrounded by like-minded peers and build their version of the future of music. The currency at a Music Hack Day is not money or VC attention, the currency is creativity.  The Music Hack Day prize is knowing that you’ve built something cool enough to delight other music hackers.

So what happens at a Music Hack Day? How does it all work? What kind of hacks do people build? Read on to see exactly what happened at the Boston Music Hack Day 2013, held this last weekend.

Boston Music Hack Day

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This weekend, hundreds of folks who are passionate about music and technology got together in Cambridge MA for Boston Music Hack Day 2013.  The event was hosted at the Microsoft NERD - a wonderful facility that Microsoft makes available for all sorts of programmer events.  Registration started at 9AM and by 10AM hackers were breakfasted and ready to go.

The event started off with some opening remarks by your truly, describing how a Music Hack Day works and how to have a successful event (meet other people, learn new stuff, build something, make sure you finish it, demo it and have fun).

Build Something! - key advice for a Music Hack Day

Build Something! – key advice for a Music Hack Day

Hackers riveted by Paul Lamere's opening remarks

Hackers riveted by Paul Lamere’s opening remarks

Short technology presentations
Next up, organizations that had some sort of music technology such as an API or new gizmo that might be interesting to music hackers spent a few minutes talking about their technology. For many hackers, this was their first exposure to the music ecosystem – they don’t know what APIs are available for building apps so learning about music streaming APIs from companies like SoundCloud, Rdio and Spotify, and learning about all the music data available from APIs like The Echo Nest and the Free Music Archive is really important. 

Matt talks about the Reverb.com API

Matt talks about the Reverb.com API

There were a few interesting devices available for hackers at the event. Techogym brought a high tech treadmill with its own API hoping that music hackers would build music-related exercise apps.  Muzik brought a set of headphones that are instrumented with accelerometers and other sensors allowing for apps to adapt to the actions of the listener.

Hackers trying out the Techno Gym

Hackers trying out the Technogym

Project Pitches
Sometimes hackers come to a Music Hack Day with ideas ready to go. Sometimes hackers come with their skills but no ideas. At the Project Pitch session, hackers had a minute to pitch their idea or to offer their skills. About 20 hackers braved the front of the room describing their idea or their skill set. One hacker described his project as help me with my homework (and yes, this hacker did find a teammate and they ultimately built a nifty hardware hack that satisfied the homework requirement too).

The homework as hack demo

The homework as hack demo

Tech Deep Dives
Next up on the schedule were the Tech Deep dives. Organizations had a half-hour to give a deeper view of what their technology is capable of. Some hackers want to know more about how to do particular things with an API or technology. This is their opportunity to find out all about the nuts and bolts, to ask questions from the experts. The Tech Deep Dives are strictly optional – many hackers skip them and instead start forming teams, sharing ideas, initializing their repos and writing code.

Kevin does the Rdio API deep dive

Kevin does the Rdio API deep dive

Hack Time

After all the preliminaries are over it was finally time to start hacking.

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Hackers formed teams, large and small.

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The competition for the best vest was fierce:

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They staked out a comfortable workspace in chairs …

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Or on the floor …

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There were some very creative hardware hacks:

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Software hacks:

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Plenty of good food

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And lots of fun

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Overnight Hacking
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The Microsoft NERD was only available until 9PM – after that we moved over to hack/reduce – a wonderful hacking space a five minute walk away. There we were greeted by a perfect hacking space with lots of great wifi, great hacker lighting, and lots of beer.  Hacking continued all night. Some hackers did try to get some sleep (either at the hack, or back at home), but some hardcore hackers stayed the whole night.

By 9AM on Sunday morning, the hackers were back at the NERD, for lots of coffee, some breakfast and then more hacking.

Hacking ends

At 2:30, hacking was officially over, and teams submitted their projects to Hacker League. Sixty hacks were submitted.

Demo Session
By 3PM the 200 hackers had all gathered back into the big room joined by a hundred folks who had come just to see the demo session.  Hackers had two minutes to show their stuff. It is a hard demo to give. You are giving a demo of software that you’ve just finished building. It might have some bugs. The WiFi is a little flaky, you haven’t slept in 24 hours, your hands are shaking from too much coffee and too much nervousness, you have to type while holding a microphone and your laptop just won’t sync with the projector just right, and the audio isn’t coming out of the speakers, and the colors look all wrong on the screen. All in front of 300 people.  I’ve done it dozens of times and it still is a really scary demo to give. But it is incredibly exhilarating too – to take nothing but an idea and turn it into something that can amaze or amuse a room full of tech elite in 24 hours. It is quite a rush.

Here I am giving my demo, heart pounding, blood racing ...

Here I am giving my demo, heart pounding, blood racing …

There were two A/V setups so while one team was presenting, the next team was setting up. This allowed us to get through 60 demos in just over two hours. There was a very low incidence of demo fail. And only two inappropriate demos (one was a 2 minute powerpoint presentation with no tech built, the other was a 2 minute tech commercial for a product). I was worried that we might have a #titstare moment with one hack that seemed to contain questionable content but that hacker apparently decided not to present.

The  60 hacks represented a wide range of domains. There were games, music learning tools, programs designed to create, manipulate, remix and even destroy music. I’d love to cover them all, but there are just too many.

The full list is on hacker league. Here are some of my absolute favorites:

String TheoryA musical instrument and sound sculpture build from yearn and stretch sensors and powered by an Arduino.

 String Theory Submitted A musical instrument and sound sculpture build from yearn and stretch sensors and powered by an Arduino.

String Theory

The Lone Arrangera terminal app that allows you to easily rearrange your audio. By a father and son hacking team.

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The Secret History of Music combs biographies, lyrics, and commentary from song meanings from two artists, combines them into one fictional artist, and uses Markov chain magic to generate a 50K novel about this new fictional band.

LED Soundsystemthis hack attempts to generate a light show synchronized to the music. It has a special place in my heart because the hacking team was working on the same problem I was working on for my abandoned hack – i.e. automatically finding the ‘drop’ in a song.  Unfortunately, this team had a demo fail – but they are smart guys and I expect to see good stuff from them at the next hack day.

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eHarmonica – an electronic harmonica!

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Enter the dragon - In today’s world, everyone deserves a spectacular entrance. And we intend to give it to them. Enter the Dragon uses bluetooth technology to detect when a user enters the room and plays their personalized entrance music.

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Dadabots - Dadabots are bot accounts on creative websites that make procedural creations or remixes of other creations

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ios SoundPuzzle - A simple iOS ear training game built programmatically from the free music archive and the echonest remix api.DSC_3290___Flickr_-_Photo_Sharing_

danceomatictotally awesome automatic choreography from an mp3 and a web based stick figure performance.

Jotunnslayer –  Never again listen to power metal without slaying ice giants. Die in battle. Earn your place in Valhalla.

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Give Me Liberty or Give Me Death MetalPolitical representation via musical exploration

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Echos – Choose your favorite song and shoot to the beat! Fight enemies that respond to and are controlled by the music! Listen closely and experience unparalleled power as you get into the groove! Enjoy addictive arcade-style game-play in this twist on a classic formula.

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TweetTones - a native iOS application that generates synthesized music from tweets in real-time.

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Short-Attention Span Playlist Scanner - Glenn made a radio scanner that find and plays just the choruses.

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ionian Eclipse - A web-based multiplayer top-down space shooter with procedurally generated enemies and interactions driven by music events.

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CFD is Colorful Fluid Dynamics: A HTML5 Music Visualizer and Spotify Plugin - A music visualizer written entirely in vanilla javascript/canvas that is based on computational fluid dynamics and a complex particle system.

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ColorMeEver wondered what your music looked like? Now you can look at songs by your favorite artist with this super fun web app, powered by the Echo Nest.

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How Repetitive -  measures how often audio segments repeat themselves within in a given song.

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Jason’s music visualizer - an html/css visualizer on steroids.

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And last, but by no means least, Jonathan’s awesome MIDI Digester that converts audio to MIDI and back, over and over to generate some very strange sounds. The very essence of the music.

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There are so many excellent hacks, I’m sure I’ve missed many notables. Luckily, Evolver.fm covered the event, so expect to see Eliot’s writups on all the best hacks on Evolver.fm.

Prizes

At the end of the mega demo session, there’s a brief prize awarding ceremony where a half-dozen organizations give out modest prizes for hackers that made cool stuff using their tech.

Finally we adjourned to the local pub for some food, beer and hacking recaps.

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Special thanks to the organizers of the event. The Music Hack Day would not happen without Elissa and Matt. They do all the hard work. Finding the venue, wrangling the sponsors and volunteers, making a mega Costco food run, dealing with the A/V, running the registration, selecting and hiring the caterers, designing t-shirts and so much more. There’s a huge amount of work that goes into planning the event, much more than meets the eye.  Elissa and Matt are the unsung heroes of Music Hack Day. We should make a music hack to sing their song.

Elissa and Matt. The Unsung Music Hack Day Heros

Elissa and Matt. The Unsung Music Hack Day Heros

Thanks also to the event sponsors: Rdio, Spotify, Microsoft, hack/reduce, Free Music Archive, SoundCloud, Mailchimp and The Echo Nest, and the many volunteers who came and helped us run the whole show.

Some of the awesome and unusually attractive volunteers at Music Hack Day Boston

Some of the awesome and unusually attractive volunteers at Music Hack Day Boston

More Music Hack Days
Interested in going to a Music Hack Day? Check out the Music Hack Day calendar for upcoming events. There’s one in Helsinki this weekend, and there’s one in London in just a few weeks. More events are rumored to be in the planning stages for 2014.

(Photos mostly by Michelle Ackerman, a few by me)

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PAPPA – Paul’s Awesome Party Playlisting App

For my Boston Music Hack Day hack I built Yet Another Party Playlisting App (YAPPA), because the world needed another party playlister – but really, I built it because I needed another hack, because 15 hours into the 24 hour hackathon I realized that my first hack just wasn’t going to work (more on that in another post). And so, with 9 hours left in the hack day, I thought I would try my hand at the party playlisting app.

The YAPPA is a frequently built app. In some sense one can look at the act of building a YAPPA as a hacking exercise. Just as a still life painter will practice by painting a bowl of fruit, or a pianist will practice scales, a music hacker can build their hacking muscle by creating a YAPPA.

The essential features of a YAPPA are straightforward – create a listening experience for a party based upon the tastes of the guests.  Allow guests to suggest music for the party, apply some rules to select music that satisfies all the guests, and keep the music flowing.

With those features in mind, I created my party playlisting app. The interface is dead simple – guests can add music to the party via the master web interface or text the artist and song from the mobile phones to the party phone number. Once the party has started, PAPPA will keep the music flowing.

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The key technology of PAPPA is how it picks the music to play next. Most YAPPAs will try to schedule music based on fairness so that everyone’s music taste is considered. Some YAPPAs also use song attributes such as song hotttnesss, song energy and danceability to make sure that the music matches the vibe of the party. PAPPA takes a very different approach to scheduling music. That’s because PAPPA takes a very different approach to parties. PAPPA doesn’t like parties. PAPPA wants everyone to go home. So PAPPA takes all of these songs that have been carefully texted to the party phone number, along with all the artist and song suggestions submitted via the web and throws them away. It doesn’t care about the music taste of the guests at the party. In fact it despises their taste (and the guests as well). Instead, PAPPA selects and plays the absolute worst music it can find. It gives the listener an endless string of the most horrible (but popular) music. Here’s a sample (the first 3 songs are bait to lure in the unwitting party guests):

  1. Royals by Lorde
  2. Levels by Avicii
  3. Blurred Lines by Robin Thicke
  4. #Twerkit featuring Nicki Minaj by Busta Rhymes
  5. From The Bottom Of My Broken Heart by Britney Spears
  6. Amigas Cheetahs by The Cheetah Girls
  7. Do Ya Think I’m Sexy by Paris Hilton
  8. Incredible by Clique Girlz
  9. No Ordinary Love by Jennifer Love Hewitt
  10. Mexican Wrestler by Emma Roberts
  11. I Don’t Think About It by Emily Osment
  12. A La Nanita Nana by The Cheetah Girls
  13. Don”t Let Me Be The Last To Know by Britney Spears
  14. Wild featuring Big Sean by Jessie J
  15. Heartbeat (Album Version) by Paris Hilton
  16. Love The Way You Love Me by The Pussycat Dolls
  17. When You Told Me You Loved Me by Jessica Simpson
  18. Jericho by Hilary Duff
  19. Strip by Brooke Hogan
  20. Pero Me Acuerdo De Tí by Christina Aguilera
  21. Bang Bang by Joachim Garraud
  22. Right Now featuring David Guetta (Sick Individuals Dub) by Rihanna
  23. Wilde Piraten by The Cool Kids
  24. Friend Lover by Electrik Red
  25. Betcha Can’t Do It Like Me by D4L
  26. Who’s That Girl by Hilary Duff
  27. Get In There, Frank! by Fun
  28. Hold It Don”t Drop It by Jennifer Lopez
  29. Sweet Sixteen by Hilary Duff
  30. Live It Up featuring Pitbull by Jennifer Lopez
  31. Freckles by Natasha Bedingfield
  32. I Want You by Paris Hilton
  33. Hold It Close by Fun
  34. Magic by The Pussycat Dolls
  35. How To Lose A Girl by Mitchel Musso
  36. Fairy Tales by JoJo
  37. Slow It Down featuring Fabolous (Album Version (Explicit)) by The-Dream
  38. Mr. Hamudah by Charles Hamilton
  39. Promise by Vanessa Hudgens
  40. Metamorphosis by Hilary Duff

How does PAPPA find the worst music in the world?  It looks through all the data that The Echo Nest is collecting about how people experience music online to find the songs that have been banned frequently. When a music listener says “ban this song” they are making a pretty strong statement about the song – essentially saying, “I do not ever want to hear that song again in my life”.  PAPPA finds these songs that have the highest banned-to-play ratio (i.e. the songs that have been proportionally banned the most when play count is taken into consideration) and adds them to the playlist. The result being a playlist filled with the most reviled music – with songs by Paris Hilton, Jennifer Love Hewitt and the great Emma Roberts. The perfect playlist to send your guests home.

At this moment, lets pause and listen to the song Mexican Wrestler by Emma Roberts:


What happens to all those carefully crafted text messages of songs sent by the guests?  No, there’s no Twilio app catching all those messages, parsing out songs and adding them to a play queue to be scheduled. They just go to my phone. That’s so if people are not leaving the party fast enough, I can use all the phone numbers of the guests to start to text them back and tell them they should go home.

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By the way, if you look at the songs that were texted to me during my two minute demo you’d realize how fruitless a YAPPA really is. There’s no possible way to make a party playlist that is going to satisfy everyone in the room. Tastes are too varied, and there’s always that guy who thinks he is clever by adding some Rick Astly to the party queue. Here’s what was texted to me during my two minute demo:

  1. Gregory Porter – be good
  2. Rebecca Black – It’s Friday
  3. Weird Al Yankovic – Fat
  4. Lady Gaga – Applause
  5. Weird Al Yankovic – Amish Paradise (from a different phone number from the other weird Al fan)
  6. Ghostbusters
  7. boss ass bitch
  8. Basement Jaxx raindrops
  9. John Mayer your body is a wonderland
  10. jay z holy grail
  11. Underworld spikee
  12. wake me up
  13. Britney Spears – Hit Me Baby One More Time
  14. Slayer War Ensemble
  15. Bieber baby
  16. KANYE
  17. Royksopp
  18. Ra Ra riot
  19. Rick Astley
  20. Mozart
  21. OSM
  22. Mikey Cyrus
  23. Hi paul
  24. Stevie wonder overjoyed

Imagine trying to build a party playlist based upon those 24 input songs. Admittedly, a hackathon demo session is not a real test case for a party playlister but I still think you’d end up with a terrible mix of songs that no smart algorithm, nor any smart human, could stitch together into a playlist that would be appropriate and pleasing for a party.  My guess is that if you did an A/B test for two parties, where one party played music based upon suggestions texted to a YAPPA and the other party played the top hotttest songs, the YAPPA party would always lose. I’d run this test, but that would mean I’d have to go to two parties. I hate parties, so this test will never happen. Its one of the flaws in our scientific method.

Who are the worst artists?
Looking at the PAPPA playlists I see a number of recurring artists – Britney Spears and Paris Hilton seem to be well represented. I thought it would be interesting to create a histogram of the top recurring artists in the most banned songs list.  Here’s the fascinating result:

PAPPA_-_Paul_s_Awesome_Party_Playlist_App

One thing I find notable about this list is the predominance of female artists.  Females outnumber males by a substantial amount.  Here’s some pie:

PAPPA_-_Paul_s_Awesome_Party_Playlist_App

80% of the most banned artists are female. A stunning result. There’s something going on here. Someone suggested that the act of banning a song is an aggressive act that may skew male, and many of these aggressively banning males don’t like to listen to female artists. More study is needed here. It may involve parties, so I’m out.

Wrapping it all up

I enjoyed creating my PAPPA YAPPA. Demoing it was really fun and the audience seemed to enjoy the twist ending.  The patterns in the data underlying the app are pretty interesting too. Why are so many banned songs by female artists?

If you are having your own party and want to use PAPPA to help enhance the party you can go to:

                     static.echonest.com/pappa/?phone=603+555+1212 

Just replace the phone number in the URL with your own and you are good to go.

PAPPA - Paul's Awesome Party Playlisting App - Ruining parties since 2013

PAPPA – Paul’s Awesome Party Playlisting App – Ruining parties since 2013

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The great YAPPA hole in the universe

SpartifyI’ve been to dozens of music hackathons and have seen many of hundreds of hacks demoed at those events.  I’ve seen all sorts of hacks – music remixing apps, music discovery apps, quirky music story telling apps and so on.  Some hacks seem to get re-hacked fairly frequently at a Music Hack Day. You can always count on seeing an app that plots an artist tour on a map, or an app that shows pictures of the artist while you listen to their music. But there’s one app that seems to get re-hacked over and over again. That’s the YAPPA – Yet Another Party Playlisting App.  It seems that at every Music Hack Day we see two, three or more versions of this app. Usually with some variations, but the core functionality is that it’s an app that controls the playlist to a party, where the people who come to the party can queue up songs, often via text message (thanks Twilio). The YAPPA will sort out the songs based on some fairness algorithm,  perhaps allowing guests to vote on songs  to make sure that everyone gets to hear music that they like, and so no one gets to hog the play queue. Sometimes the app shows some stats about the music at the party (i.e. how energetic, danceable or hottt the music was).

Why do we see so much YAPPA at a music hackathon?  It’s not like there’s a shortage of commercial apps that do the job. I suspect its because there’s no category killer yet. No one goes and builds a Pandora clone at a Music Hack Day. That’s because Pandora has that category of apps locked down. But there’s no dominate YAPPA out there yet. Most folks who come to Music Hack Days probably have never heard of any of the commercial YAPPAs and are unaware of the great body of YAPPA hacks that have built at Music Hack Days in the last 5 years. There’s a great YAPPA-shaped hole in the universe that needs to be filled. Until it is unequivocally filled by some awesome party playlister , hackers will continue to try to toss their shovelfuls of YAPPA dirt into the hole.

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Malmö Music Hack Weekend

Malmö_Music_Hack_Weekend_1st_-_3rd_November_Tickets__Malmö_-_EventbriteThis weekend a hundred hackers attended the Malmö Music Hack Weekend hosted by Minc Malmö. It was a great weekend. The inputs to the event were lots of great hackers, great food, flawless wifi, live DJs, bottomless popcorn and lots of very comfortable hacking spots. The outputs were a set of creative music hacks that give us a glimpse of what the future of music will be like.

iPhoto

The Hack Weekend was held here at Minc Malmö

There were a number of really good hacks, built by a great group of  hackers.

The Beater team

The Beater team

Some of my favorite Echo Nest -based hacks were:

Beater – a context-aware MIDI.js based step sequencer. This awesome hack was The Echo Nest prize winner. It uses The Echo Nest API to identify the beats in a song and then allows you to add your own beat-aligned sequences on top of the song. Quite well done.

Beater

Beater

Eliot Van Buskirk of Evolver.fm was on hand covering the event.  Be sure to read all of his coverage of the hacks.

Eliot awarding The Echo Nest prize to the Beater team

Eliot awarding The Echo Nest prize to the Beater team

 

Mixiea highly visual dynamic remixing app that allows you to create your mixes by connecting different songs together in a network. Mixie automatically selects different sections of songs and assembles them into a seamless mix. A very well put together hack.

The Mixie Demo

The Mixie Demo

Echotap – a mobile web app that lets you play a song ‘drum-hero’ style. You have to tap or shake your phone in time to the music to hear it. When you stop, the song stops. When you speed up or slow down, so does the song.

Echotap

Echotap Demo

Owegoo – A new feature for the Owegoo travel platform that helps you plan your next vacation based upon when and where your favorite artists are playing.

SBK – A rethinking of music journalism that goes directly to the music fan.  This demo showed how fan-oriented music content such as reviews, articles, playlists, RSS feeds and DJ sets could be integrated into a monetizable online magazine. By Kixet.

iPhoto

SBK Demo

PartySaver – a party playlist app that displays artist images and song info of the currently playing song on all of the screens in the house.

Dogstep – this was my hack. It takes any song and re-renders it with a pack of barking, snarling, grunting, yipping and whining dogs.

Seven_Nation_Army_by_The_White_Stripes_dogstep_

All together about 20 hacks were demoed. Other nifty hacks include:

Careless Whistler – login into a web page by whistling your password

SynCloud - Synchronizes the playback of SoundCloud streams on multiple devices

StopDance – perhaps my favorite hack overall, StopDance is a game where all the players dance along to music. When the music stops, you have to stop dancing. If you don’t you are out. Last one still on the dance floor wins. StopDance automates the whole process, it plays the music, stops it at random times, and most importantly, using a web-cam watches the players and identifies the players who didn’t stop dancing fast enough.

The winner of the grand prize was LiveCloud  a live coding music creation tool that allows a programmer-musician to create music by connecting and manipulating the different sound sources and sinks.

LiveCloud demo

The food at the event was top notch. High quality and healthy food!

iPhoto-2

It was great to meet the folks from Neo4j at the event. They brought a whole lot of energy to the event, and showed off some of the really neat things you can do with a graph database. And they gave me this awesome t-shirt. How cool is that?!

iPhoto-2

I had a great time at the Malmö Music Hack Weekend.  Special thanks to Maisa and Alex for organizing everything. They did a great job running a flawless event. Well done!

Maisa

Maisa Dabus 

Alex Esser

Alex Esser

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