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Beyond the Play Button - SXSW 2014 - #PlayButton
Beyond the Play Button
The future of listening
Paul Lamere
The Echo Nest
SXSW March 11, 2013
#sxsw #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The 1979 iPod
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The 1979 iPod
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The 1979 iPod
Vinyl Cassette
CD
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The 1979 iPod
Vinyl Cassette
CD
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Digital Music Milestones
2001 2003 2007 2008
1979 1995 1999
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
All listeners are not created equal
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Four listener types
Savants
Enthusiasts
Casuals
Indifferents
Survey conducted in 2003 and again in 2006 by Emap
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
0%
10%
20%
30%
40%
Savants Engaged Casuals Indifferents
Distribution of Listener Types
10%
20%
30%
40%
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
0%
10%
20%
30%
40%
Savants Engaged Casuals Indifferents
Distribution of Listener Types
>$1,000
$100
$10
$1
Dollars spent per year by listener type
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
0%
10%
20%
30%
40%
Savants Engaged Casuals Indifferents
Distribution of Listener Types
100+
10
1
0
Average Interactions per Listening Session
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
0%
10%
20%
30%
40%
Savants Engaged Casuals Indifferents
Distribution of Listener Types
100+
10
1
0
Average Interactions per Listening Session
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Money to spend
Musical sophistication
Interaction
Savant Engaged Casual Indifferent
More Less
70% of listeners
Lean forward Lean back
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
I like Adele
What should I pick?
Interfaces built
for engaged music
fans will challenge
the casual or
indifferent fan
One size doesn’t fit all
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Better than radio
The challenge: to engage casual and indifferent listeners
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Understanding the Listener
Demographics
Music Taste
Context
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Demographics
• Gender
• Age
• Location
How much does a
listener’s
demographic affect
their listening?
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender
How does a listener’s gender affect their taste in music?
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Gender Skewed Playlists
http://static.echonest.com/contextual/gender.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Top gender-skewed artists
• Iron Maiden
• Rage Against the Machine
• Van Halen
• N.W.A
• Jimi Hendrix
• Limp Bizkit
• Wu-Tang Clan
• Xzibit
• The Who
• Moby
• Danity Kane
• Cody Simpson
• Hannah Montana
• Emily Osment
• Playa Limbo
• Vanessa Hudgens
• Sandoval
• Miranda Lambert
• Sugarland
• Aly & AJ
Skews Male Skews Female
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Top genres by gender
• Pop
• Dance Pop
• Contemporary  Hit Radio
• Urban Contemporary
• R&B
• Hot Adult Contemporary
• Latin Pop
• Teen Pop
• Neo soul
• Latin
• Pop rock
• Contemporary country
• Rock
• Hip Hop
• House
• Album Rock
• Rap
• Pop Rap
• Indie Rock
• Funk Rock
• Gangster Rap
• Electro house
• Classic rock
• Nu metal
Top female genres Top male genres
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Age
How does a listener’s age affect their taste in music?
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Distribution of listeners by age
Relativenumberoflisteners
Year of Birth
22 y/o
32
42
52
62
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Age specific listening preferences
• Skrillex
• Emblem3
• Sage The Gemini
• Selena Gomez & The Scene
• Barden Bellas
• Karmin
• Cher Lloyd
• Mac Miller
• The Treblemakers
• Little Mix
• Hannah Montana
• Ross Lynch
• Zedd
• Roy Orbison
• James Taylor
• Jackson Browne
• The Everly Brothers
• Neil Diamond
• Willie Nelson
• The Doors
• Tony Bennett
• Cat Stevens
• Bee Gees
• Rod Stewart
• Nat King Cole
• Joni Mitchell
13-year-old 64-year-old
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Age specific listening preferences
13-year-old 64-year-old
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Location
How does where a listener’s lives
affect their taste in music?
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Regional listening preferences
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Regional listening preferences
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Regional listening preferences
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Listener’s Music Taste
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Listener’s Music Taste
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Context
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Context
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Automatically building contextual playlists
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Automatically building contextual playlists
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Automatically building contextual playlists
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Automatically building contextual playlists
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Automatically
Inferring
Context
From Activity
Personalized
Implicit
Contextual
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The most boring data
Next gen devices
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Zero UI devices
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Zero UI devices
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The most boring data
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The most boring data
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Lean Forward Listener
Experience
Discovery
Interaction
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Money to spend
Musical sophistication
Interaction
Savant Engaged Casual Indifferent
More Less
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Money to spend
Musical sophistication
Interaction
Savant Engaged Casual Indifferent
More Less
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Enhancing the listening experience
http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tinie Tempah Rap Demonstration
Created by British agency We Make Awesome Sh.
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tinie Tempah Rap Demonstration
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Attention Deficit Radio
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Music discovery for the
more active listener
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Music discovery as path finding
http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Music discovery as path finding
http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
There must be five ways to get
from Miley Cyrus to Cannibal Corpse
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Six Degrees of Black Sabbath
Path finding through the artist
collaboration space
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Boil the Frog
Path finding through the artist
similarity space
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Going Under Cover
Path finding through the
cover song space
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Roadtrip Mixtape
Path finding through the
physical space
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
3D Music Maze
Path finding through a
virtual game space
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Interactive listening
Tuesday, March 11, 14
The Bonhamizer Some songs just need a little bit of Bonzo
f.u.n.
bonhamizer.com
Tuesday, March 11, 14
The Bonhamizer Some songs just need a little bit of Bonzo
f.u.n.
+
John Bonham
bonhamizer.com
Tuesday, March 11, 14
The Bonhamizer Some songs just need a little bit of Bonzo
f.u.n.
+
John Bonham
improved!
=
bonhamizer.com
Tuesday, March 11, 14
The Bonhamizer Some songs just need a little bit of Bonzo
f.u.n.
+
John Bonham
improved!
=
bonhamizer.com
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
The Infinite Jukebox
For when your favorite song isn’t long enough
Tuesday, March 11, 14
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Visualizing the structure of pop music
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tik Tok by Ke$ha
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Paparazzi by Lady Gaga
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Baby by Justin Bieber
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Fearless by Taylor Swift
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Stairway to Heaven by Led Zeppelin
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Raise your weapon by Deadmau5
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Take Five by Dave Brubeck
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Green Grass and High Tides by The Outlaws
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Roundabout byYes
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Cello Suite No.1,Yo-Yo Ma
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
4’33 by John Cage (Live performance)
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Nyan Cat
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Girl Talk in a Box
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
I’ve got 30 million songs in my pocket.
Now what?
The future of
music listening:
Engage the
indifferents
Empower the
the music fan
Tuesday, March 11, 14
Beyond the Play Button - SXSW 2014 - #PlayButton
Beyond the Play Button
Paul Lamere
@plamere
The Echo Nest // Spotify
SXSW March 11, 2013
#sxsw #PlayButton
Links to slides, demos and supporting
data can be found at:
musicmachinery.com
Tuesday, March 11, 14

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Beyond the Play Button - The future of listening

  • 1. Beyond the Play Button - SXSW 2014 - #PlayButton Beyond the Play Button The future of listening Paul Lamere The Echo Nest SXSW March 11, 2013 #sxsw #PlayButton Tuesday, March 11, 14
  • 2. Beyond the Play Button - SXSW 2014 - #PlayButton The 1979 iPod Tuesday, March 11, 14
  • 3. Beyond the Play Button - SXSW 2014 - #PlayButton The 1979 iPod Tuesday, March 11, 14
  • 4. Beyond the Play Button - SXSW 2014 - #PlayButton The 1979 iPod Vinyl Cassette CD Tuesday, March 11, 14
  • 5. Beyond the Play Button - SXSW 2014 - #PlayButton The 1979 iPod Vinyl Cassette CD Tuesday, March 11, 14
  • 6. Beyond the Play Button - SXSW 2014 - #PlayButton Digital Music Milestones 2001 2003 2007 2008 1979 1995 1999 Tuesday, March 11, 14
  • 7. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 8. Beyond the Play Button - SXSW 2014 - #PlayButton All listeners are not created equal Tuesday, March 11, 14
  • 9. Beyond the Play Button - SXSW 2014 - #PlayButton Four listener types Savants Enthusiasts Casuals Indifferents Survey conducted in 2003 and again in 2006 by Emap Tuesday, March 11, 14
  • 10. Beyond the Play Button - SXSW 2014 - #PlayButton 0% 10% 20% 30% 40% Savants Engaged Casuals Indifferents Distribution of Listener Types 10% 20% 30% 40% Tuesday, March 11, 14
  • 11. Beyond the Play Button - SXSW 2014 - #PlayButton 0% 10% 20% 30% 40% Savants Engaged Casuals Indifferents Distribution of Listener Types >$1,000 $100 $10 $1 Dollars spent per year by listener type Tuesday, March 11, 14
  • 12. Beyond the Play Button - SXSW 2014 - #PlayButton 0% 10% 20% 30% 40% Savants Engaged Casuals Indifferents Distribution of Listener Types 100+ 10 1 0 Average Interactions per Listening Session Tuesday, March 11, 14
  • 13. Beyond the Play Button - SXSW 2014 - #PlayButton 0% 10% 20% 30% 40% Savants Engaged Casuals Indifferents Distribution of Listener Types 100+ 10 1 0 Average Interactions per Listening Session Tuesday, March 11, 14
  • 14. Beyond the Play Button - SXSW 2014 - #PlayButton Money to spend Musical sophistication Interaction Savant Engaged Casual Indifferent More Less 70% of listeners Lean forward Lean back Tuesday, March 11, 14
  • 15. Beyond the Play Button - SXSW 2014 - #PlayButton I like Adele What should I pick? Interfaces built for engaged music fans will challenge the casual or indifferent fan One size doesn’t fit all Tuesday, March 11, 14
  • 16. Beyond the Play Button - SXSW 2014 - #PlayButton Better than radio The challenge: to engage casual and indifferent listeners Tuesday, March 11, 14
  • 17. Beyond the Play Button - SXSW 2014 - #PlayButton Understanding the Listener Demographics Music Taste Context Tuesday, March 11, 14
  • 18. Beyond the Play Button - SXSW 2014 - #PlayButton Demographics • Gender • Age • Location How much does a listener’s demographic affect their listening? Tuesday, March 11, 14
  • 19. Beyond the Play Button - SXSW 2014 - #PlayButton Gender How does a listener’s gender affect their taste in music? Tuesday, March 11, 14
  • 20. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 21. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 22. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 23. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 24. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 25. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 26. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 27. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 28. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 29. Beyond the Play Button - SXSW 2014 - #PlayButton Gender Skewed Playlists http://static.echonest.com/contextual/gender.html Tuesday, March 11, 14
  • 30. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 31. Beyond the Play Button - SXSW 2014 - #PlayButton Top gender-skewed artists • Iron Maiden • Rage Against the Machine • Van Halen • N.W.A • Jimi Hendrix • Limp Bizkit • Wu-Tang Clan • Xzibit • The Who • Moby • Danity Kane • Cody Simpson • Hannah Montana • Emily Osment • Playa Limbo • Vanessa Hudgens • Sandoval • Miranda Lambert • Sugarland • Aly & AJ Skews Male Skews Female Tuesday, March 11, 14
  • 32. Beyond the Play Button - SXSW 2014 - #PlayButton Top genres by gender • Pop • Dance Pop • Contemporary  Hit Radio • Urban Contemporary • R&B • Hot Adult Contemporary • Latin Pop • Teen Pop • Neo soul • Latin • Pop rock • Contemporary country • Rock • Hip Hop • House • Album Rock • Rap • Pop Rap • Indie Rock • Funk Rock • Gangster Rap • Electro house • Classic rock • Nu metal Top female genres Top male genres Tuesday, March 11, 14
  • 33. Beyond the Play Button - SXSW 2014 - #PlayButton Age How does a listener’s age affect their taste in music? Tuesday, March 11, 14
  • 34. Beyond the Play Button - SXSW 2014 - #PlayButton Distribution of listeners by age Relativenumberoflisteners Year of Birth 22 y/o 32 42 52 62 Tuesday, March 11, 14
  • 35. Beyond the Play Button - SXSW 2014 - #PlayButton Age specific listening preferences • Skrillex • Emblem3 • Sage The Gemini • Selena Gomez & The Scene • Barden Bellas • Karmin • Cher Lloyd • Mac Miller • The Treblemakers • Little Mix • Hannah Montana • Ross Lynch • Zedd • Roy Orbison • James Taylor • Jackson Browne • The Everly Brothers • Neil Diamond • Willie Nelson • The Doors • Tony Bennett • Cat Stevens • Bee Gees • Rod Stewart • Nat King Cole • Joni Mitchell 13-year-old 64-year-old Tuesday, March 11, 14
  • 36. Beyond the Play Button - SXSW 2014 - #PlayButton Age specific listening preferences 13-year-old 64-year-old Tuesday, March 11, 14
  • 37. Beyond the Play Button - SXSW 2014 - #PlayButton Location How does where a listener’s lives affect their taste in music? Tuesday, March 11, 14
  • 38. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 39. Beyond the Play Button - SXSW 2014 - #PlayButton Regional listening preferences Tuesday, March 11, 14
  • 40. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 41. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 42. Beyond the Play Button - SXSW 2014 - #PlayButton Regional listening preferences Tuesday, March 11, 14
  • 43. Beyond the Play Button - SXSW 2014 - #PlayButton Regional listening preferences Tuesday, March 11, 14
  • 44. Beyond the Play Button - SXSW 2014 - #PlayButton Listener’s Music Taste Tuesday, March 11, 14
  • 45. Beyond the Play Button - SXSW 2014 - #PlayButton Listener’s Music Taste Tuesday, March 11, 14
  • 46. Beyond the Play Button - SXSW 2014 - #PlayButton Context Tuesday, March 11, 14
  • 47. Beyond the Play Button - SXSW 2014 - #PlayButton Context Tuesday, March 11, 14
  • 48. Beyond the Play Button - SXSW 2014 - #PlayButton Automatically building contextual playlists Tuesday, March 11, 14
  • 49. Beyond the Play Button - SXSW 2014 - #PlayButton Automatically building contextual playlists Tuesday, March 11, 14
  • 50. Beyond the Play Button - SXSW 2014 - #PlayButton Automatically building contextual playlists Tuesday, March 11, 14
  • 51. Beyond the Play Button - SXSW 2014 - #PlayButton Automatically building contextual playlists Tuesday, March 11, 14
  • 52. Beyond the Play Button - SXSW 2014 - #PlayButton Automatically Inferring Context From Activity Personalized Implicit Contextual Tuesday, March 11, 14
  • 53. Beyond the Play Button - SXSW 2014 - #PlayButton The most boring data Next gen devices Tuesday, March 11, 14
  • 54. Beyond the Play Button - SXSW 2014 - #PlayButton Zero UI devices Tuesday, March 11, 14
  • 55. Beyond the Play Button - SXSW 2014 - #PlayButton Zero UI devices Tuesday, March 11, 14
  • 56. Beyond the Play Button - SXSW 2014 - #PlayButton The most boring data Tuesday, March 11, 14
  • 57. Beyond the Play Button - SXSW 2014 - #PlayButton The most boring data Tuesday, March 11, 14
  • 58. Beyond the Play Button - SXSW 2014 - #PlayButton Lean Forward Listener Experience Discovery Interaction Tuesday, March 11, 14
  • 59. Beyond the Play Button - SXSW 2014 - #PlayButton Money to spend Musical sophistication Interaction Savant Engaged Casual Indifferent More Less Tuesday, March 11, 14
  • 60. Beyond the Play Button - SXSW 2014 - #PlayButton Money to spend Musical sophistication Interaction Savant Engaged Casual Indifferent More Less Tuesday, March 11, 14
  • 61. Beyond the Play Button - SXSW 2014 - #PlayButton Enhancing the listening experience http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html Tuesday, March 11, 14
  • 62. Beyond the Play Button - SXSW 2014 - #PlayButton http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html Tuesday, March 11, 14
  • 63. Beyond the Play Button - SXSW 2014 - #PlayButton Tinie Tempah Rap Demonstration Created by British agency We Make Awesome Sh. Tuesday, March 11, 14
  • 64. Beyond the Play Button - SXSW 2014 - #PlayButton Tinie Tempah Rap Demonstration Tuesday, March 11, 14
  • 65. Beyond the Play Button - SXSW 2014 - #PlayButton Attention Deficit Radio Tuesday, March 11, 14
  • 66. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 67. Beyond the Play Button - SXSW 2014 - #PlayButton Music discovery for the more active listener Tuesday, March 11, 14
  • 68. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 69. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 70. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 71. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 72. Beyond the Play Button - SXSW 2014 - #PlayButton Music discovery as path finding http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html Tuesday, March 11, 14
  • 73. Beyond the Play Button - SXSW 2014 - #PlayButton Music discovery as path finding http://www.stanford.edu/~dgleich/demos/worldofmusic/WorldOfMusic.html Tuesday, March 11, 14
  • 74. Beyond the Play Button - SXSW 2014 - #PlayButton There must be five ways to get from Miley Cyrus to Cannibal Corpse Tuesday, March 11, 14
  • 75. Beyond the Play Button - SXSW 2014 - #PlayButton Six Degrees of Black Sabbath Path finding through the artist collaboration space Tuesday, March 11, 14
  • 76. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 77. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 78. Beyond the Play Button - SXSW 2014 - #PlayButton Boil the Frog Path finding through the artist similarity space Tuesday, March 11, 14
  • 79. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 80. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 81. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 82. Beyond the Play Button - SXSW 2014 - #PlayButton Going Under Cover Path finding through the cover song space Tuesday, March 11, 14
  • 83. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 84. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 85. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 86. Beyond the Play Button - SXSW 2014 - #PlayButton Roadtrip Mixtape Path finding through the physical space Tuesday, March 11, 14
  • 87. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 88. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 89. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 90. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 91. Beyond the Play Button - SXSW 2014 - #PlayButton 3D Music Maze Path finding through a virtual game space Tuesday, March 11, 14
  • 92. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 94. The Bonhamizer Some songs just need a little bit of Bonzo f.u.n. bonhamizer.com Tuesday, March 11, 14
  • 95. The Bonhamizer Some songs just need a little bit of Bonzo f.u.n. + John Bonham bonhamizer.com Tuesday, March 11, 14
  • 96. The Bonhamizer Some songs just need a little bit of Bonzo f.u.n. + John Bonham improved! = bonhamizer.com Tuesday, March 11, 14
  • 97. The Bonhamizer Some songs just need a little bit of Bonzo f.u.n. + John Bonham improved! = bonhamizer.com Tuesday, March 11, 14
  • 98. Beyond the Play Button - SXSW 2014 - #PlayButton The Infinite Jukebox For when your favorite song isn’t long enough Tuesday, March 11, 14
  • 100. Beyond the Play Button - SXSW 2014 - #PlayButton Visualizing the structure of pop music Tuesday, March 11, 14
  • 101. Beyond the Play Button - SXSW 2014 - #PlayButton Tik Tok by Ke$ha Tuesday, March 11, 14
  • 102. Beyond the Play Button - SXSW 2014 - #PlayButton Paparazzi by Lady Gaga Tuesday, March 11, 14
  • 103. Beyond the Play Button - SXSW 2014 - #PlayButton Baby by Justin Bieber Tuesday, March 11, 14
  • 104. Beyond the Play Button - SXSW 2014 - #PlayButton Fearless by Taylor Swift Tuesday, March 11, 14
  • 105. Beyond the Play Button - SXSW 2014 - #PlayButton Stairway to Heaven by Led Zeppelin Tuesday, March 11, 14
  • 106. Beyond the Play Button - SXSW 2014 - #PlayButton Raise your weapon by Deadmau5 Tuesday, March 11, 14
  • 107. Beyond the Play Button - SXSW 2014 - #PlayButton Take Five by Dave Brubeck Tuesday, March 11, 14
  • 108. Beyond the Play Button - SXSW 2014 - #PlayButton Green Grass and High Tides by The Outlaws Tuesday, March 11, 14
  • 109. Beyond the Play Button - SXSW 2014 - #PlayButton Roundabout byYes Tuesday, March 11, 14
  • 110. Beyond the Play Button - SXSW 2014 - #PlayButton Cello Suite No.1,Yo-Yo Ma Tuesday, March 11, 14
  • 111. Beyond the Play Button - SXSW 2014 - #PlayButton 4’33 by John Cage (Live performance) Tuesday, March 11, 14
  • 112. Beyond the Play Button - SXSW 2014 - #PlayButton Tuesday, March 11, 14
  • 113. Beyond the Play Button - SXSW 2014 - #PlayButton Nyan Cat Tuesday, March 11, 14
  • 114. Beyond the Play Button - SXSW 2014 - #PlayButton Girl Talk in a Box Tuesday, March 11, 14
  • 115. Beyond the Play Button - SXSW 2014 - #PlayButton I’ve got 30 million songs in my pocket. Now what? The future of music listening: Engage the indifferents Empower the the music fan Tuesday, March 11, 14
  • 116. Beyond the Play Button - SXSW 2014 - #PlayButton Beyond the Play Button Paul Lamere @plamere The Echo Nest // Spotify SXSW March 11, 2013 #sxsw #PlayButton Links to slides, demos and supporting data can be found at: musicmachinery.com Tuesday, March 11, 14