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» Music Emotion Recognition with Standard and Melodic Audio Fe...
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MIR
2010
ACM
217views Multimedia» more  MIR 2010»
13 years 10 months ago
Feature selection for content-based, time-varying musical emotion regression
In developing automated systems to recognize the emotional content of music, we are faced with a problem spanning two disparate domains: the space of human emotions and the acoust...
Erik M. Schmidt, Douglas Turnbull, Youngmoo E. Kim
TASLP
2010
124views more  TASLP 2010»
12 years 11 months ago
Audio Signal Representations for Indexing in the Transform Domain
Indexing audio signals directly in the transform domain can potentially save a significant amount of computation when working on a large database of signals stored in a lossy compr...
Emmanuel Ravelli, Gaël Richard, Laurent Daude...
ISMIR
2004
Springer
112views Music» more  ISMIR 2004»
13 years 10 months ago
Towards Characterisation of Music via Rhythmic Patterns
A central problem in music information retrieval is finding suitable representations which enable efficient and accurate computation of musical similarity and identity. Low leve...
Simon Dixon, Fabien Gouyon, Gerhard Widmer
FUIN
2007
129views more  FUIN 2007»
13 years 4 months ago
Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition
Abstract. Identification of music instruments in polyphonic sounds is difficult and challenging, especially where heterogeneous harmonic partials are overlapping with each other....
Xin Zhang, Zbigniew W. Ras
ISMIR
2005
Springer
196views Music» more  ISMIR 2005»
13 years 10 months ago
ACE: A Framework for Optimizing Music Classification
This paper presents ACE (Autonomous Classification Engine), a framework for using and optimizing classifiers. Given a set of feature vectors, ACE experiments with a variety of cla...
Cory McKay, Rebecca Fiebrink, Daniel McEnnis, Bein...