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» Personalized music emotion recognition
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ICMCS
2007
IEEE
126views Multimedia» more  ICMCS 2007»
15 years 3 months ago
Music Emotion Classification: A Regression Approach
Typical music emotion classification (MEC) approaches categorize emotions and apply pattern recognition methods to train a classifier. However, categorized emotions are too ambigu...
Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. C...
PAMI
2008
160views more  PAMI 2008»
14 years 9 months ago
Emotion Recognition Based on Physiological Changes in Music Listening
Little attention has been paid so far to physiological signals for emotion recognition compared to audiovisual emotion channels such as facial expression or speech. This paper inve...
Jonghwa Kim, Elisabeth André
ICMCS
2005
IEEE
97views Multimedia» more  ICMCS 2005»
15 years 3 months ago
Visual/Acoustic Emotion Recognition
To recognize and understand a person’s emotion has been known as one of the most important issue in human-computer interaction. In this paper, we present a multimodal system tha...
Cheng-Yao Chen, Yue-Kai Huang, Perry Cook
MM
2005
ACM
124views Multimedia» more  MM 2005»
15 years 3 months ago
MusicStory: a personalized music video creator
In this paper, we describe MusicStory, a system that automatically creates videos to accompany music with lyrics. MusicStory uses common search engines, photo-sharing websites, an...
David A. Shamma, Bryan Pardo, Kristian J. Hammond
TASLP
2008
108views more  TASLP 2008»
14 years 9 months ago
A Regression Approach to Music Emotion Recognition
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 ...
Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. C...