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» Personalized music emotion recognition
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SIGIR
2009
ACM
13 years 11 months ago
Personalized music emotion recognition
In recent years, there has been a dramatic proliferation of research on information retrieval based on highly subjective concepts such as emotion, preference and aesthetic. Such r...
Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen
ICASSP
2009
IEEE
13 years 11 months ago
Music emotion ranking
Content-based retrieval has emerged as a promising approach to information access. In this paper, we propose an approach to music emotion ranking. Specifically, we rank music in t...
Yi-Hsuan Yang, Homer H. Chen
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
MMM
2008
Springer
217views Multimedia» more  MMM 2008»
13 years 11 months ago
Emotion-Based Music Visualization Using Photos
Music players for personal computers are often featured with music visualization by generating animated patterns according to the music’s low-level features such as loudness and ...
Chin-Han Chen, Ming-Fang Weng, Shyh-Kang Jeng, Yun...
ITS
2004
Springer
170views Multimedia» more  ITS 2004»
13 years 10 months ago
Inducing Optimal Emotional State for Learning in Intelligent Tutoring Systems
Emotions play an important role in cognitive processes and specially in learning tasks. Moreover, there are some evidences that the emotional state of the learner correlated with h...
Soumaya Chaffar, Claude Frasson