Towards effective content-based music retrieval with multiple acoustic feature combination

• Main Authors: SHEN, Jialie, Shepherd, John, NGU, Ann H. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2006
• Subjects: Classification; Multimedia database; Music retrieval; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/3546; https://ink.library.smu.edu.sg/context/sis_research/article/4547/viewcontent/EffContentBased_MusicRetrievalAcoustics_2006.pdf
• Institution: Singapore Management University

In this paper, we present a new approach to constructing music descriptors to support efficient content-based music retrieval and classification. The system applies multiple musical properties combined with a hybrid architecture based on principal component analysis (PCA) and a multilayer perceptron...