Feature-Vector Normalization for SVM-based Music Genre Classification |
Lim, Shin-Cheol
(Department of Information and Communication Engineering, Sejong University)
Jang, Sei-Jin (Korea Electronics Technology Institute) Lee, Seok-Pil (Korea Electronics Technology Institute) Kim, Moo-Young (Department of Information and Communication Engineering, Sejong University) |
1 | N. Scaringella, G. Zoia, and D. Mlynek, "Automatic genre classification of music content: A survey," IEEE Signal Process., vol. 23, no. 2, pp. 133-141, 2006. |
2 | G. Tzanetakis and P. Cook, "Musical genre classification of audio signals," IEEE Trans. Speech Audio Process., vol. 10, no. 5, pp. 293-302, 2002. DOI ScienceOn |
3 | D. N. Jiang, L. Lu, H. J. Zhang, J. H. Tao, and L. H. Cai, "Music type classification by spectral contrast feature," in Proc. IEEE Int. Conf. Multimedia and Expo, vol. 1, pp. 113-116, 2002. |
4 | C-H. Lee, J-L. Shih, K-M. Yu, and J-M Su, "Automatic music genre classification using modulation spectral contrast feature," in Proc. IEEE Int. Conf. Multimedia and Expo, pp.204-207, 2007. |
5 | 이성훈, 배건성, "Text-dependent한 화자인식 시스템에 관한 연구," 대한전자공학회, 대한전자공학회 학술대회 논문집, 제7권, 제1호, 312-317쪽, 1994년 1월 |
6 | J. Jung, K. Kim, and M. Y. Kim, "Noise robust speaker identification based on the advanced missing feature theory," Electronics Letters, vol. 46, no. 14, pp. 1027-1029, 2010. DOI ScienceOn |
7 | 임정수, 송지현, 장준혁, "SVM의 미세조정을 통한 음성/음악분류 성능향상," 대한전자공학회 전자공학회 논문지-SP , 제47권 SP편 제2호, 141-148쪽, 2011월 3월 |
8 | GTZAN Genre Collection Database, "http://marsyas.info/download/data_sets" |
9 | 임신철, 장세진, 이석필, 김무영, "Decorrelated Filter Bank를 이용한 음악 장르 분류 시스템," 한국음향학회지, 제30권, 제2호, 100-106쪽, 2011년 2월 |