Asia-Pacific Signal and Information Processing Association (APSIPA) - A novel codebook representation method and encoding strategy for bag-of-words based acoustic event classification

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Jia Dai ; Chongjia Ni ; Wei Xue ; Wenju Liu
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2015
Conference Location: Hong Kong, China
Conference Date: 16 December 2015
Page(s): 31 - 34
ISBN (Electronic): 978-9-8814-7680-7
DOI: 10.1109/APSIPA.2015.7415326
Regular:

The bag-of-words (BoW) model has been widely used for acoustic event classification (AEC). The performance of the BoW based AEC model is much influenced by "codebook construction" and "histogram... View More

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