Effective Music Tagging through Advanced Statistical Modeling

• Main Authors: SHEN, Jialie, WANG, Meng, YAN, Shuicheng, PANG, Hwee Hwa, HUA, Xian-Sheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Browsing; Music information retrieval; Search; Tagging; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/515; https://ink.library.smu.edu.sg/context/sis_research/article/1514/viewcontent/Effective_Music_Tagging_through_Advanced_Statistical_Modeling__edited_.pdf
• Institution: Singapore Management University

Music information retrieval (MIR) holds great promise as a technology for managing large music archives. One of the key components of MIR that has been actively researched into is music tagging. While significant progress has been achieved, most of the existing systems still adopt a simple classific...