JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2010, Vol. 40 ›› Issue (5): 77-81.

• Articles • Previous Articles     Next Articles

Music structure analysis based on lyrics and content

LIANG Shuang, XU Jie-ping*, LI Xin   

  1. Computer Department of School of Information, Renmin University, Beijing 100872, China
  • Received:2010-04-02 Online:2010-10-16 Published:2010-04-02

PDF (PC)

2569

Abstract:

To solve the problem of high cost and redundant pieces generation of content-based analysis, a lyrics-based analysis to detect the music structure was proposed, combing SVM and beat to detect the boundaries of vocal and nonvocal, to correct the result of lyrics-based analysis. The experiment on the same database proves that our musical structure analysis algorithm that combines the lyrics and content has improved the accuracy of Bridge and Outro by 9％ and 11％ respectively.

Key words: musical structure, lyrics analysis, content analysis, support vector machine, vocal and non-vocal detection

[1] YE Mingquan, GAO Lingyun, WAN Chunyuan. Gene expression data classification based on artificial bee colony and SVM [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(3): 10-16.
[2] HAN Xueshan, WANG Junxiong, SUN Donglei, LI Wenbo, ZHANG Xinyi, WEI Zhiqing. Nodal load forecasting method considering spatial correlation and redundancy [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2017, 47(6): 7-12.
[3] LI Sushu, WANG Shitong, LI Tao. A feature selection method based on LS-SVM and fuzzy supplementary criterion [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2017, 47(3): 34-42.
[4] LIU Jie, YANG Peng, LYU Wensheng, LIU Agudamu, LIU Junxiu. Prediction models of PM2.5 mass concentration based on meteorological factors [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(6): 76-83.
[5] LIU Xiaoyong. A semi-supervised method based on tree kernel for relationship extraction [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(2): 22-26.
[6] HAO Qingbo, MU Shaomin, YIN Chuanhuan, CHANG Tengteng, CUI Wenbin. An algorithm of fast local support vector machine based on clustering [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(1): 13-18.
[7] LI Faquan, YANG Licai, YAN Hongbo. An emotion recognition method of multiphysiological information fusion based on PCA-SVM [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2014, 44(6): 70-76.
[8] WANG Xiao-feng, SUI Ting-ting. Protein sequence identification based on improved TIGA-S4VM algorithm [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2014, 44(1): 1-6.
[9] WANG Hao, HUA Ji-xue, FAN Xiao-shi. Intrusion detection technology based on twin support vector machine [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2013, 43(6): 53-56.
[10] LI Fu-gui1,2, HUANG Tian-qiang1,2*, SU Li-chao1,2, SU Wei-feng3. Heterologous video copy-move forgery detection by fusing multiple features [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2013, 43(4): 32-38.
[11] SHI Jun, ZHU Min. An optimization model for forecasting based on grey system and support vector machine [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2012, 42(5): 7-11.
[12] ZHAO Jia-min, FENG Ai-min*, LIU Xue-jun. A new structured one-class support vector machine with local density embedding [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2012, 42(4): 13-18.
[13] PAN Dong-yin, ZHU Fa, XU Sheng, YE Ning*. Feature selection of gene expression profiles of colon cancer [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2012, 42(2): 23-29.
[14] SUN Peng, CHENG Shi-qing*, XIE Jing-si, ZHANG Hai-rui. CV-GA-SVM model for predicting the ash fusion point of a mixed biomass [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2012, 42(2): 108-111.
[15] ZHOU Changhui1, HU Yongjian2, YU Shaopeng1. Design of a robust source scanner identification algorithm [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2011, 41(2): 62-65.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright 2018 © Editorial office of Journal of Shandong University (Engineering Science)
Supported by Beijing Magtech Co.Ltd