A Novel Framework for Efficient Automated Singer Identification in Large Music Databases

• Main Authors: SHEN, Jialie, Shepherd, John, CUI, Bin, TAN, Kian-Lee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2009
• Subjects: Classification; EM algorithm; Evaluation; Gaussian mixture models; Music retrieval; Singer identification; Statistical modeling; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/779; https://ink.library.smu.edu.sg/context/sis_research/article/1778/viewcontent/NovelFrameworkEffAutoSingerId_18_shen.pdf
• Institution: Singapore Management University

Over the past decade, there has been explosive growth in the availability of multimedia data, particularly image, video, and music. Because of this, content-based music retrieval has attracted attention from the multimedia database and information retrieval communities. Content-based music retrieval...