Feature Selection for Multi-Class Genre Classification using Gaussian Mixture Model |
Moon, Sun-Kuk
(연세대학교 전기전자공학과 디지털신호처리 연구실)
Choi, Tack-Sung (연세대학교 전기전자공학과 디지털신호처리 연구실) Park, Young-Cheol (연세대학교 컴퓨터정보통신공학부) Youn, Dae-Hee (연세대학교 전기전자공학과 디지털신호처리 연구실) |
1 | G. Tzanetakis, P. Cook, 'Musical Genre Classification of audio signals', IEEE Transaction on Speech and Audio Processing, vol. 10, No. 5, pp. 293-302, 2002 DOI ScienceOn |
2 | G. Peeters, 'Automatic classification of large musical instrument databases using hierarchical classifiers with inertia ratio maximization,' Proc. 115th AES Convention, New York, Oct. 2003 |
3 | S. Essid, G. Richard, B. David, 'Instrument rec ognition in polyphonic music based on automatic taxonomies,' IEEE Trans. on Audio, Speech and Language Processing, vol. 14, No. 1, pp. 68-80, Jan. 2006 DOI ScienceOn |
4 | Beth Logan, 'Mel Frequency Cepstral Coefficients for music modeling,' Proceedings of the First International Symposium on Music Information Retrieval (ISMIR), 2000 |
5 | E. scheirer, M. Slaney, 'Construction and evaluation of a robust multifeature speech/music discriminator,' Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), pp. 1331-1334, 1997 |
6 | G. Peeters, 'A large set of audio features for sound description (similarity and classification) in the CUIDADO project,' CUIDADO I.S.T. Project Report, 2004 |
7 | J. J. Burred, A. Lerch, 'A hierarchical approach to automatic musical genre classification,' Proc. 6th Int. Conference on Digital Audio Effects, London, UK, September 2003 |
8 | http://ismir2004.ismir.net/genre_contest/index.htm, 2004 |
9 | E. Wold, T. Blum, D. Keislar, and J. Wheaton, 'Content-based classification, search and retrieval of audio', IEEE Multimedia, vol. 3, No. 3, pp. 27-36, 1996 DOI ScienceOn |
10 | S. Theodoridis, K. Koutroumbas, 'Pattern recognition (third edition),' Academic Press, 2006 |
11 | T. Hastie, R. Tibshirani, J. Friedman, 'The elements of statistical learning - data mining, inference, and prediction,' Springer, 2000 |
12 | F. J. Ferri, P. Pudil, M. Hatef, J. Kittler, 'Comparative study of techniques for large-scale feature selection,' Gelsema, E.S., Kanal, L.N. (Eds.), Pattern Recognition in Practice vo. IV, pp. 403-413, 1994 |
13 | D.-N. Jiang, L. Lu, H.-J. Zhang, J.-H. Tao, and L.-H. Cai. 'Music type classification by spectral contrast feature,' In Proceedings of IEEE International Conference on Multimedia and Expo (ICME02), Lausanne Switzerland, Aug 2002 |
14 | E. Scheirer and M. Slaney, 'Construction and evaluation of a robust multifeature speech/music discriminator,' Proc. Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), pp. 1331- 1334, 1997 |
15 | T. Tolenen and M. Karjalainen, 'A computationally efficient multipitch analysis model,' IEEE Trans. Speech Audio Processing, vol. 8, pp.708-716, Nov. 2000 DOI ScienceOn |
16 | D. A. Reynolds, R. C. Rose, 'Robust text-independent speaker identification using Gaussian mixture speaker models,' IEEE Transaction on Speech and Audio Processing, vol. 3, No. 1, pp. 72-83, January 1995 DOI ScienceOn |