582hw5 - AMATH 582 Winter Quarter 2012 Homework 5: Music...

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Unformatted text preview: AMATH 582 Winter Quarter 2012 Homework 5: Music Genre Identification DUE: Friday, Mar. 9, 2012 Music genres are instantly recognizable to us, wether it be jazz, classical, blues, rap, rock, etc. One can always ask how the brain classifies such information and how it makes a decision based upon hearing a new piece of music. The objective of this homework is to attempt to write a code that can classify a given piece of music by sampling a 5 second clip. As an example, consider Fig. 1. Four classic pieces of music are demonstrated spanning genres of rap, jazz, classic rock and classical. Specifically, a 3-second sample is given of Dr. Dres Nuthin but a G thang (The Chronic), John Coltranes A Love Supreme (A Love Supreme), Led Zeppelins Over The Hills and Far Away (Houses of the Holy), and Mozarts Kyrie (Requiem). Each has a different signature, thus begging the question wether a computer could distinguish between genres based upon such a characterization of the music.based upon such a characterization of the music....
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This note was uploaded on 03/23/2012 for the course AMATH 582 taught by Professor N.k during the Winter '11 term at University of Washington.

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582hw5 - AMATH 582 Winter Quarter 2012 Homework 5: Music...

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