Music data is           scary & beautiful & exciting           Brian Whitman           @bwhitman           co-Founder & CT...
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
1995          2006          2011?                          1999   2004          2009Tuesday, March 29, 2011
care                                 niceTuesday, March 29, 2011
Tuesday, March 29, 2011
25                                                                                                                        ...
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
The industry is always watching.                          They make invisible decisions from invented data.Tuesday, March ...
A 5MB song unpacks 100MB of information about itselfTuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011                          Music Acquisition (2001-)
Tuesday, March 29, 2011
The unintended power of APIsTuesday, March 29, 2011
Music Hack DaysTuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Tuesday, March 29, 2011
Developers are the future of musicTuesday, March 29, 2011
006                              2011                          2009          201X...Tuesday, March 29, 2011
Tuesday, March 29, 2011
Upcoming SlideShare
Loading in...5
×

Music data is scary, beautiful and exciting

727

Published on

Brian Whitman, co-Founder/CTO of the Echo Nest, shows off some scary things, some beautiful things and some exciting things about the integration of data into music.

Published in: Entertainment & Humor
0 Comments
0 Likes
Statistics
Notes
  • Be the first to comment

  • Be the first to like this

No Downloads
Views
Total Views
727
On Slideshare
0
From Embeds
0
Number of Embeds
0
Actions
Shares
0
Downloads
9
Comments
0
Likes
0
Embeds 0
No embeds

No notes for slide

Transcript of "Music data is scary, beautiful and exciting"

  1. 1. Music data is scary & beautiful & exciting Brian Whitman @bwhitman co-Founder & CTO, The Echo Nest @echonestTuesday, March 29, 2011
  2. 2. Tuesday, March 29, 2011
  3. 3. Tuesday, March 29, 2011
  4. 4. Tuesday, March 29, 2011
  5. 5. Tuesday, March 29, 2011
  6. 6. 1995 2006 2011? 1999 2004 2009Tuesday, March 29, 2011
  7. 7. care niceTuesday, March 29, 2011
  8. 8. Tuesday, March 29, 2011
  9. 9. 25 4 auditory spectrogram x 10 20 2 15 auditory spectrogram 10 1 0 5 1 ! -1 beat markers 0 0.5 1 1.5 2 sec. 1 ! -2 0.8 0 5 10 15 20 25 segmentation 0.6 240 segments 0.4 190 0.2 143 0 114 B 0 0.5 1 1.5 2 sec. 96 tempogram A# A 72 pitch features G# G 60 pitch features 0 5 10 15 20 25 F# F E 1 D# D C# 0.8 C 0 0.5 1 1.5 2 sec. 0.6 25 20 0.4 tempo spectrum timbre features 15 0.2 timbre features 10 0 60 72 96 114 143 190 240 5 1 2 4 6 8 10 12 14 16 segmentsTuesday, March 29, 2011
  10. 10. Tuesday, March 29, 2011
  11. 11. Tuesday, March 29, 2011
  12. 12. Tuesday, March 29, 2011
  13. 13. Tuesday, March 29, 2011
  14. 14. The industry is always watching. They make invisible decisions from invented data.Tuesday, March 29, 2011
  15. 15. A 5MB song unpacks 100MB of information about itselfTuesday, March 29, 2011
  16. 16. Tuesday, March 29, 2011
  17. 17. Tuesday, March 29, 2011
  18. 18. Tuesday, March 29, 2011
  19. 19. Tuesday, March 29, 2011
  20. 20. Tuesday, March 29, 2011
  21. 21. Tuesday, March 29, 2011
  22. 22. Tuesday, March 29, 2011 Music Acquisition (2001-)
  23. 23. Tuesday, March 29, 2011
  24. 24. The unintended power of APIsTuesday, March 29, 2011
  25. 25. Music Hack DaysTuesday, March 29, 2011
  26. 26. Tuesday, March 29, 2011
  27. 27. Tuesday, March 29, 2011
  28. 28. Tuesday, March 29, 2011
  29. 29. Tuesday, March 29, 2011
  30. 30. Tuesday, March 29, 2011
  31. 31. Tuesday, March 29, 2011
  32. 32. Tuesday, March 29, 2011
  33. 33. Developers are the future of musicTuesday, March 29, 2011
  34. 34. 006 2011 2009 201X...Tuesday, March 29, 2011
  35. 35. Tuesday, March 29, 2011
  1. A particular slide catching your eye?

    Clipping is a handy way to collect important slides you want to go back to later.

×