Publication Type

Conference Proceeding Article

Publication Date

6-2015

Abstract

This article presents a novel indexing framework called EMIF (Effective Music Indexing Framework) to facilitate scalable and accurate content based music retrieval. EMIF system architecture is designed based on a "classification-and-indexing" principle and consists of two main functionality layers: 1) a novel semantic-sensitive classification to identify input music's category and 2) multiple indexing structures - one local indexing structure corresponds to one semantic category. EMIF's layered architecture not only enables superior search accuracy but also reduces query response time significantly. To evaluate the system, a set of comprehensive experimental studies have been carried out using large test collection and EMIF demonstrates promising performance over state-of-theart approaches.

Keywords

Content based music retrieval, Indexing structure, Retrieval

Discipline

Computer Sciences | Databases and Information Systems

Research Areas

Data Management and Analytics

Publication

ICMR '15: Proceedings of the 5th ACM on International Conference on Multimedia Retrieval: Shanghai, June 23-26, 2015

First Page

543

Last Page

546

ISBN

9781450332743

Identifier

10.1145/2671188.2749346

Publisher

ACM

City or Country

New York

Creative Commons License

Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.

Additional URL

http://doi.org/10.1145/2671188.2749346

Share

COinS