Asia-Pacific Signal and Information Processing Association (APSIPA) - Happiness detection in music using hierarchical SVMs with dual types of kernels

2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Yu-Hao Chin ; Chang-Hong Lin ; Ernestasia Siahaan ; Jia-Ching Wang
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 October 2013
Conference Location: Kaohsiung, Taiwan
Conference Date: 29 October 2013
Page(s): 1 - 4
ISBN (Electronic): 978-986-90006-0-4
DOI: 10.1109/APSIPA.2013.6694301
Regular:

In this paper, we proposed a novel system for detecting happiness emotion in music. Two emotion profiles are constructed using decision value in support vector machine (SVM), and based on short... View More

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