Music genre classification using novel features and a weighted voting method

2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings

Volumn , Issue , 2008, Pages 1377-1380

  Jang, Dalwon ^a   Jin, Minho ^a   Yoo, Chang D ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; EXHIBITIONS; STATISTICAL METHODS;

ACCURATE; CLASSIFICATION RESULTS; FEATURE VECTORS; MAJORITY VOTING; MUSIC GENRE CLASSIFICATIONS; MUSIC GENRES; SPECTRAL; SPECTRAL CONTRASTS; SPECTRAL FLATNESSES; TIME SEGMENTS; WEIGHTED VOTING;

MODULATION;

EID: 54049090868     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2008.4607700     Document Type: Conference Paper

References (12)

1. G. Tzanetakis and P. Cook, "Musical genre classification of audio signals," IEEE Trans. Speech Audio Process., vol. 10, no. 5, pp. 293-302, Sep. 2002.
2. C-H. Lee, J-L. Shih, K-M. Yu, and J-M Su, "Automatic music genre classfication using modulation spectral contrast feature," Proc. ICME 07, 2007
3. D. N. Jiang, L. Lu, H. J. Zhang, J. H. Tao, and L. H. Cai, "Music type classification by spectral contrast feature," Proc. ICME 02, vol. 1, pp. 113-116, 2002.
4. K. West and S. Cox, "Features and classifiers for the automatic classification of musical audio signals," ISMIR04, 2004
5. T. Li, M. Ogihara, and Q. Li, "A comparative study on contentbased music genre classification" Proc. ACM Conf. on Research and Development in Information Retrieval, pp. 282-289, 2003
6. G. Tzanetakis, "MARSYAS Submissions to MTREX 2007," [Online] Available: http://www.musicir.org/mirex/2007/abs/ALCC_GC_MC_AS_tzanetakis.pdf
7. S. Sukittanon, L. E. Atlas, and J. W. Pitton, "Modulation-scale analysis for content identification," IEEE Trans, on Signal Processing, vol. 52, no. 10, pp. 3023-3035, Oct., 2004.
8. X. Huang, A. Acero and H.-W. Hon, "Spoken Language Processing," Prentice Hall PTR, 2001
9. G. Peeters, "A large set of audio features for sound description (similarity and classification) in the CUTDADO project," CUIDADO I.ST Project Report, 2004
10. T.-F. Wu, C.-J. Lin, and R.C. Weng, "Probability estimates for multi-class classification by pairwise coupling," Journal of Machine Learning Research, 5:975-1005, 2004.
11. C.-C. Chang and C.-J. Lin, "LIBSVM - A Library for Support Vector Machines," [Online] Available: www.csie.ntu.edu.tw/~cjlin/libsvm/
12. R. Yan, "MATLABArsenal: A MATLAB Package for Classification Algorithms," [Online] Available: http://finalfantasyxi.inf.cs.cmu.edu/ MATLABArsenal/MAT-LABArsenal.htm