A Review on Objective Music Structure Analysis

Author

Xianglian Li ; Ruolun Liu ; Ming Li

Author_Institution

Sch. of Inf. Eng., Shandong Univ., Weihai, China

fYear

2009

fDate

16-18 Dec. 2009

Firstpage

226

Lastpage

229

Abstract

This paper summarizes the applications and the state of the art of objective music structure analysis. Two principal types of methods, namely Â¿stateÂ¿ and Â¿sequenceÂ¿ approaches are reviewed after applications are presented. Two kinds of objective features, static and dynamic, and their related techniques are compared. The static features include Mel-frequency cepstral coefficients (MFCCs), chroma, Discrete Cosine Transform (DCT)-based chroma, Constant Q Transform (CQT), Constant Q Logarithmic Power Spectrum etc. Similarity measures, including Euclidean, cosine, Kullback-Leibler (KL) and Structure-based Distance are summarized. Evaluation measures, including F-measure, cluster purity value, value based on conditional entropies, edit distance are described. Concluding remarks and future directions are pointed out on the basis of this review.

Keywords

discrete cosine transforms; music; reviews; F-measure; Kullback-Leibler distance; Mel-frequency cepstral coefficient; cluster purity value; conditional entropies; constant Q logarithmic power spectrum; constant Q transform; cosine distance; discrete cosine transform based chroma; dynamic feature; euclidean distance; objective music structure analysis; review; sequence approach; state approach; static feature; structure based distance; Acoustic applications; Acoustical engineering; Cepstral analysis; Discrete cosine transforms; Discrete transforms; Entropy; Information analysis; Music information retrieval; Paper technology; Speech analysis; CQT; DCT-based chroma; chroma; music structure analysis; similarity distance;

fLanguage

English

Publisher

ieee

Conference_Titel

Information and Multimedia Technology, 2009. ICIMT '09. International Conference on

Conference_Location

Jeju Island

Print_ISBN

978-0-7695-3922-5

Type

conf

DOI

10.1109/ICIMT.2009.20

Filename

5381211