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» Analysis of musical expression in audio signals
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DMIN
2006
164views Data Mining» more  DMIN 2006»
15 years 3 months ago
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
Digital music distribution industry has seen a tremendous growth in resent years. Tasks such us automatic music genre discrimination address new and exciting research challenges. A...
Xin Jin, Rongfang Bie
113
Voted
ICASSP
2010
IEEE
15 years 1 months ago
Characterization of movie genre based on music score
While it is clear that the full emotional effect of a movie scene is carried through the successful interpretation of audio and visual information, music still carries a significa...
Aida Austin, Elliot Moore II, Udit Gupta, Parag Ch...
ICMCS
2005
IEEE
116views Multimedia» more  ICMCS 2005»
15 years 7 months ago
Multimodal Emotion Recognition and Expressivity Analysis
The paper presents the framework of a special session that aims at investigating the best possible techniques for multimodal emotion recognition and expressivity analysis in human...
Stefanos D. Kollias, Kostas Karpouzis
108
Voted
ICASSP
2007
IEEE
15 years 8 months ago
Discriminating Two Types of Noise Sources using Cortical Representation and Dimension Reduction Technique
Content-based audio classification techniques have focused on classifying events that are both semantically and perceptually distinct (such as speech, music, environmental sounds...
Shiva Sundaram, Shrikanth Narayanan
MM
2003
ACM
168views Multimedia» more  MM 2003»
15 years 7 months ago
Interacting with audio streams for entertainment and communication
We present a new model of interactive audio for entertainment and communication. A new device called the DJammer and its associated technologies are described. The DJammer introdu...
Mat C. Hans, Mark T. Smith