7 search results - page 1 / 2 » Music Emotion Classification: A Regression Approach |
ICMCS
2007
IEEE
14 years 5 months ago
2007
IEEE
Typical music emotion classification (MEC) approaches categorize emotions and apply pattern recognition methods to train a classifier. However, categorized emotions are too ambigu...
MM
2006
ACM
14 years 5 months ago
2006
ACM
Due to the subjective nature of human perception, classification of the emotion of music is a challenging problem. Simply assigning an emotion class to a song segment in a determi...
TASLP
2008
13 years 11 months ago
2008
Content-based retrieval has emerged in the face of content explosion as a promising approach to information access. In this paper, we focus on the challenging issue of recognizing ...
MIR
2010
ACM
14 years 4 months ago
2010
ACM
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...
ICASSP
2011
IEEE
13 years 2 months ago
2011
IEEE
In this work we present a scalable feature set which is obtained by fitting orthogonal polynomials to the normalized modulation spectrum of cepstral coefficients and which can b...