Boosting as a dimensionality reduction tool for audio classification

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn 3, Issue , 2004, Pages

  Ravindran, Sourabh ^a   Anderson, David V ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO CLASSIFICATION; GAUSSIAN MIXTURE MODELS; INPUT DATA;

ACOUSTIC NOISE; BANDPASS FILTERS; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; LEARNING ALGORITHMS; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY; PROBLEM SOLVING; SPEECH PROCESSING; VECTORS;

SPEECH RECOGNITION;

EID: 4344717153     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Y. Freund and R. Schapire, "A desicion-theoretic generalization of on-line learning and an application to boosting," in Computational Learning Theory: Eurocolt '95, 1995, pp. 23-37.
2. K. Tieu and P. Viola, "Boosting image retrieval," in Proceedings of Computer Vision and Pattern Recognition, 2000, vol. 1, pp. 228-235.
3. Y. Freund and R. Schapire, "A desicion-theoretic generalization of on-line learning and an application to boosting," Journal of Computer and System Sciences, vol. 55, no. 1, pp. 119-139, Aug. 1997.
4. R. Schapire and Y. Singer, "Improved boosting algorithms using confidence-rated predictions," in Proceedings og the Eleventh Annual Conference on Computational Learning Theory, 1998, pp. 80-01.
5. Masataka Goto, Hiroki Hashiguchi, Takuichi Nishimura, and Ryuichi Oka, "RWC music database: Music genre database and musical instrument sound database," in Proceedings of the 4th International Conference on Music Information Retrieval, Oct. 2003, pp. 229-230.
6. Kuansan Wang and Shihab Shamma, "Self-normalization and noise-robustness in early auditory representations," IEEE Transactions on Speech and Audio Processing, vol. 2, no. 3, pp. 421-435, July 1994.