FUNDAMENTAL TOPICS
Music Data Mining: An Introduction, Tao Li and Lei Li
Audio Feature Extraction, George Tzanetakis
CLASSIFICATION
Auditory Sparse Coding, Steven R. Ness, Thomas C. Walters, and Richard F. Lyon
Instrument Recognition, Jayme Garcia Arnal Barbedo
Mood and Emotional Classification, Mitsunori Ogihara and Youngmoo Kim
Zipf’s Law, Power Laws, and Music Aesthetics, Bill Manaris, Patrick Roos, Dwight Krehbiel, Thomas Zalonis, and J.R. Armstrong
SOCIAL ASPECTS OF MUSIC DATA MINING
Web- and Community-Based Music Information Extraction, Markus Schedl
Indexing Music with Tags, Douglas Turnbull
Human Computation for Music Classification, Edith Law
ADVANCED TOPICS
Hit Song Science, Francois Pachet
Symbolic Data Mining in Musicology, Ian Knopke and Frauke Jurgensen
Index
Biography
Tao Li, Mitsunori Ogihara, George Tzanetakis
"… a useful survey for the reader specifically interested in MIR."
—Statistical Papers (2013) 54"This book, as a collection of papers, brings together some of the leading scholars of the field to tackle a number of data mining techniques aiming mainly at data classification."
—Joonas Kauppinen, International Statistical Review, 2012
