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The Echo Nest Remix at Dorkbot NYC, March 4 2009

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Brian Whitman from The Echo Nest presents The Echo Nest Remix API to Dorkbot NYC, March 4 2009.

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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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The Echo Nest Remix at Dorkbot NYC, March 4 2009

  1. 1. THE ECHO NEST REMIX API Hello dorkbot nyc! I am Brian Whitman a co-founder of The Echo Nest Corporation, a music intelligence concern based in Somerville, MA, USA. The Remix API is/was developed by our lovely employees and well-wishers: Ben Lacker, co-founders Tristan Jehan & myself, Josh Lif-ton, Rob Ochsorn, Adam Lindsay http://code.google.com/p/echo-nest-remix
  2. 2. THINGS WE CAN DO IN OUR COMPANY THAT NO ONE ELSE CAN DO
  3. 3. THINGS WE CAN DO IN OUR COMPANY THAT NO ONE ELSE CAN DO THINGS WE MAKE MONEY DOING
  4. 4. REMIX THINGS WE CAN DO IN OUR COMPANY THAT NO ONE ELSE CAN DO THINGS WE MAKE MONEY DOING
  5. 5. REMIX something to do with hall & oates THINGS WE CAN DO IN OUR COMPANY THAT NO ONE ELSE CAN DO THINGS WE MAKE MONEY DOING
  6. 6. WHAT THE ECHO NEST REMIX API DOES
  7. 7. 25 auditory spectrogram 20 15 auditory spectrogram 10 5 1 0 0.5 1 1.5 2 sec. 1 0.8 segmentation 0.6 segments 0.4 0.2 0 0 0.5 1 1.5 2 sec. B A# A pitch features G# G pitch features F# F E D# D C# C 0 0.5 1 1.5 2 sec. 25 20 timbre features 15 timbre features 10 5 1 2 4 6 8 10 12 14 16 segments JEHAN STYLE
  8. 8. 4 x 10 2 1 0 beat markers ! -1 ! -2 0 5 10 15 20 25 240 190 143 tempogram 114 96 72 60 0 5 10 15 20 25 1 0.8 0.6 tempo spectrum 0.4 0.2 0 60 72 96 114 143 190 240 JEHAN STYLE
  9. 9. ANY OL SOUND, for free, chop it up into Sections: verse, chorus, bridge Bars Beats (downbeat) Segments / syllables / notes
  10. 10. >> song.segments [segment, segment, segment...] >> song.segments[10].start 34.502 >> song.segments[10].timbre [-30.2, -10.4, 4.5, 3.2...] >> song.segments[10].pitch [0.5, 0.13, 1.0, .... ] >> song.segments.reverse() >> for i in segments: i.stretch(2) i = i + othersong.segment[12] >> You can mix elements, time stretch them, detect & change pitch, move them around, repeat them on downbeats, find a closest match in another song, detect and modify volume envelopes, read/write mp3, aiff, wav File "<stdin>", line 1 SyntaxError: invalid syntax ALL SONG ELEMENTS ARE ITEMS IN A LIST
  11. 11. WHAT YOU CAN DO WITH THE ECHO NEST REMIX API
  12. 12. MAKE WEB SITES
  13. 13. MAKE WEB SITES THAT CONFUSE PEOPLE
  14. 14. MAKE PRETTY PICTURES
  15. 15. MAKE PRETTY PICTURES
  16. 16. I’ve always wanted to hear Justin Timberlake trying to sing Billie Jean automatically by comparing timbre, pitch and loudness distances. -B.L. MAKE MUSIC
  17. 17. Let’s go on residency in Amsterdam and get an adorably nervous Austrian accordionist to play like a bird! -K.D. & B.W. MAKE MUSIC
  18. 18. James Brown... FOREVER. - T.J. MAKE MUSIC
  19. 19. MAKE MOVIES
  20. 20. THE NEAR FUTURE OF THE ECHO NEST REMIX API
  21. 21. STAGE ONE: ALL MUSIC, ALL THE TIME
  22. 22. >> from echonest import search >> segments = search.query(“voice”, soundsLike=”bjork”, pitch=”F#”) >> len(segments) 65706 >> new_song = random.shuffle(segments).write(“bjork2009.mp3”)
  23. 23. STAGE TWO: GET OFF THE COMPUTER
  24. 24. HAVE YOU SEEN THIS THING IT’S CRAZY
  25. 25. STAGE THREE: Let NORMAL PEOPLE use it
  26. 26. 100% 75% Music goodness 50% brian 25% 0% nothing not much a little somewhat pretty good expert dork prime Computers know-how
  27. 27. YES WE CAN
  28. 28. brian@echonest.com do you wonder if are you one of those sysex is turing python “people” (you complete? know what I’m saying) would you like to HELP US put girl talk out of did you ever write a business? music app in {R, MATLAB, Excel, bash}? we catalog every orchestra hit 1980-1992. want the password? http://code.google.com/p/echo-nest-remix

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