FEATURES AND CLASSIFIERS FOR THE AUTOMATIC CLASSIFICATION OF MUSICAL AUDIO SIGNALS

ISMIR 2004 - 5th International Symposium on Music Information Retrieval

Volumn , Issue , 2004, Pages

  West, Kris ^a   Cox, Stephen ^a  

^a UNIVERSITY OF EAST ANGLIA   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

SIGNAL MODULATION; TREES (MATHEMATICS);

AUDIO FRAMES; AUDIO SIGNAL; AUTOMATIC CLASSIFICATION; CLASSIFICATION RESULTS; GAUSSIAN CLASSIFIER; GAUSSIANS; LINEAR DISCRIMINANT ANALYZE; MUSICAL AUDIO SIGNAL; PERFORMANCE; TEMPORAL VARIATION;

GAUSSIAN DISTRIBUTION;

EID: 78049371864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. George Tzanetakis and Perry Cook, "Musical genre classification of audio signals", IEEE Transactions on Speech and Audio Processing, 2002.
2. George Tzanetakis, Georg Essl, and Perry Cook, "Automatic musical genre classification of audio signals", in Proceedings of ISMIR 2001: The International Conference on Music Information Retrieval and Related Activities.
3. Pedro J Ponce de León and José M Iesta, "Featuredriven recognition of music styles", Tech. Rep., Departamento de Lenguajes y Sistemas Informáticos, Universidad de Alicante, Ap. 99, E-03080 Alicante, Spain, 2003.
4. Paul Scott, "Music classification using neural networks", Tech. Rep., Stanford University, Stanford, CA 94305, 2001.
5. Changsheng Xu, Namunu C Maddage, Xi Shao, Fang Cao, and Qi Tian, "Musical genre classification using support vector machines", Tech. Rep., Laboratories for Information Technology, 21 Heng Mui Keng Terrace, Singapore 119613, 2003.
6. Igor Karpov, "Hidden Markov classification for musical genres", Tech. Rep., Rice University, 2002.
7. Martin F McKinney and Jeroen Breebaart, "Features for audio and music classification", in Proceedings of the Fourth International Conference on Music Information Retrieval (ISMIR) 2003.
8. Leo Breiman, Jerome H Friedman, Richard A Olshen, and Charles J Stone, Classification and Regression Trees, Wadsworth and Brooks/Cole Advanced books and Software, 1984.
9. AndrewWebb, Statistical Pattern Recognition, John Wiley and Sons, Ltd, 2002.
10. George Tzanetakis, "Marsyas: a software framework for computer audition", Web page, October 2003, http://marsyas.sourceforge.net/.
11. S B Davis and P Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences", IEEE Transactions on Acoustics, Speech and Signal Processing, 1980.
12. Alan P Schmidt and Trevor KMStone, "Music classification and identification system", Tech. Rep., Department of Computer Science, University of Colorado, Boulder, 2002.
13. N Ahmed, T Natarajan, and K Rao, "Discrete cosine transform", IEEE Transactions on Computers, 1974.
14. Dan-Ning Jiang, Lie Lu, Hong-Jiang Zhang, Jian- Hua Tao, and Lian-Hong Cai, "Music type classification by spectral contrast feature", Tech. Rep., Department of Computer Science and Technology, Tsinghua University, China and Microsoft Research, Asia, 2002.
15. Miodrag Potkonjak, Kyosun Kim, and Ramesh Karri, "Methodology for behavioral synthesis-based algorithm-level design space exploration: DCT case study", in Design Automation Conference, 1997, pp. 252-257.
16. L Gillick and Stephen Cox, "Some statistical issues in the comparison of speech recognition algorithms", in IEEE Conference on Accoustics, Speech and Signal Processing, 1989, pp. 532-535.