Feature analysis and extraction for audio automatic classification

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 1, Issue , 2005, Pages 767-772

  Bai, Liang ^a   Hu, Yanli ^a   Lao, Songyang ^a   Chen, Jianyun ^a   Wu, Lingda ^a  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

Author keywords

Content based audio classification; Feature analysis and extraction; Support vector machines

Indexed keywords

AUDIO SYSTEMS; AUTOMATA THEORY; CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; CYBERNETICS; DATABASE SYSTEMS; INFORMATION TECHNOLOGY; SPEECH; SPEECH ANALYSIS; SPURIOUS SIGNAL NOISE;

CONTENT-BASED AUDIO CLASSIFICATION; FEATURE ANALYSIS AND EXTRACTION; SILENCE RATIO; SUPPORT VECTOR MACHINES;

FEATURE EXTRACTION;

EID: 27944451785     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. J.Foote. Content-base retrieval of music and audio. In:C.C.J.Kuo et al.(eds) Multimedia Storage and Archiving Systems II, Proc.of SPIE, volume 3229, pp. 138-147, 1997.
2. J.Foote. An overview of audio information retrieval. ACM-Springer Multimedia Systems, 1998.
3. S.Pfeiffer, S. Fischer, W. Effelsberg. Automatic Audio Content Analysis, Proc. Of the fourth ACM international conference on Multimedia, pp.21-30, 1996.
4. J.Saunders. Real-time Discrimination of Broadcast Speech/Music. Proc. Of ICASSP96, Vol. II, pp. 993-996, Atlanta, May, 1996.
5. E. Scheirer, M.Slaney. Construction and Evaluation of a Robust Multifeature Music/Speech Discrimination. Proc. Of ICASSP97, vol II, pp 1331-1334, April 1997.
6. Z. Liu, J. Huang, Y Wang, T. Chen. Audio feature extraction and analysis for scene classification. IEEE Signal Processing Society 1997 Workshop on Multimedia Signal Processing, 1997.
7. Tong Zhang, C.Jay Kuo. Heuristic Approach for Generic Audio Data Segmentation and Annotation. In:Proceedings of the 7 th ACM International Conference on Multimedia, Orlando, 1999, 67-76.
8. Savitha Srinivasan, Dragutin Petkovic, Dulce Ponceleon. Towards robust features for classifying audio in the cudeVideo system. In:Proceedings of the 7 th ACM International Conference on Multimedia, Orlando, 1999, 393-400.
9. L. Lu, H. Jiang, H. J. Zhang. A Robust Audio Classification and Segmentation Method. Proc. of the 9th ACM international conference on Multimedia, pp. 203-211, 2001.
10. S.Z.Li. Content-based classification and retrieval of audio using the nearest feature line method. IEEE Transactions on Speech and Audio Processing, September 2000.
11. P.J Moreno, Ryan Rifkin. Using the Fisher Kernel Method for Web Audio Classification. Proc.of ICASSP2000, Vol. IV. Pp. 2417-2440, June 2000.
12. Vapnik V. The Nature of Statistical Learning Theory. New York:Springer-Verlag, 1995.
13. Cortes C,Vapnik V. Support Vector Networks. Machine Learning, 1995, 20:273-297.