Content-based audio classification using support vector machines and independent component analysis

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2006, Pages 157-160

  Wang, Jia Ching ^a   Wang, Jhing Fa ^a   Lin, Cai Bei ^a   Jian, Kun Ting ^a   Kuok, Wai He ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO SYSTEMS; DATABASE SYSTEMS; FEATURE EXTRACTION; INDEPENDENT COMPONENT ANALYSIS; NOTCH FILTERS; SUPPORT VECTOR MACHINES;

AUDIO CLASSIFICATION SYSTEMS; AUDIO CLASSIFIERS; FEATURE SETS;

SPEECH RECOGNITION;

EID: 34147131709     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.407     Document Type: Conference Paper

References (7)

1. T. Foote, "Content-based retrieval of music and audio," Multimedia Storage and Archiving Systems II, Proc. of SPIE, vol. 3229, pp. 138-147, 1997.
2. S. Pfeiffer, S. Fischer, and W. E. Eisberg, "Automatic Audio Content Analysis," Tech. Rep. 96-008, Univ. Mannheim, Mannheim, Germany, Apr. 1996.
3. S. Z. Li, "Content-based audio classification and retrieval using the nearest feature line method", IEEE Transactions on Speech and Audio Processing, vol. 8, no. 5, pp. 619-625 Sept. 2000.
4. E. Wold, T. Blum, D. Keislar, and J. Wheaton, "Content-based classification search and retrieval of audio," IEEE Multimedia Magazine, vol. 3, pp. 27-36, July 1996.
5. G. Guo and S. Z. Li, "Content-based audio classification and retrieval by support vector machines," IEEE Transactions on Neural Networks, vol. 14, no. 1, pp. 209-215, Jan. 2003.
6. C. C. Lin, S. H. Chen, T. K. Truong, and Y. Chang, "Audio classification and categorization based on wavelets and support vector machine," IEEE Transactions on Speech and Audio Processing, vol. 13, no. 5, pp. 644-651, Sept. 2005.
7. V. Vapnik, Statistical Learning Theory, New York: Wiley, 1998.