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Music data is scary, beautiful and exciting

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B
Brian Whitman

The document discusses the complexities and potential of music data, emphasizing that a single song may contain vast amounts of information that can be analyzed. It highlights the role of developers and APIs in shaping the future of music through innovative uses of data. Additionally, it suggests that the music industry is making hidden decisions based on this extensive data analysis.

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Music data is scary & beautiful & exciting Brian Whitman @bwhitman co-Founder & CTO, The Echo Nest @echonest Tuesday, March 29, 2011
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1995 2006 2011? 1999 2004 2009 Tuesday, March 29, 2011
care nice Tuesday, March 29, 2011
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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 segments Tuesday, March 29, 2011
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The industry is always watching. They make invisible decisions from invented data. Tuesday, March 29, 2011
A 5MB song unpacks 100MB of information about itself Tuesday, March 29, 2011
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Tuesday, March 29, 2011 Music Acquisition (2001-)
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The unintended power of APIs Tuesday, March 29, 2011
Music Hack Days Tuesday, March 29, 2011
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Developers are the future of music Tuesday, March 29, 2011
006 2011 2009 201X... Tuesday, March 29, 2011
Tuesday, March 29, 2011

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Music data is scary, beautiful and exciting