Feature analysis and selection for acoustic event detection

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 17-20

  Zhuang, Xiaodan ^a   Zhou, Xi ^a   Huang, Thomas S ^a   Hasegawa Johnson, Mark ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

Acoustic event detection; Bayesian Accuracy; Feature Selection; Hidden Markov Models

Indexed keywords

SIGNAL PROCESSING;

ACOUSTIC EVENT DETECTION; BAYESIAN ACCURACY; EVENT DETECTION; FEATURE SELECTION; HIDDEN MARKOV MODELS;

ACOUSTICS;

EID: 51449101221     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4517535     Document Type: Conference Paper

References (15)

1. Guy J. Brown and Martin Cooke, "Computational auditory scene analysis," Computer Speech and Language, vol. 8, pp. 297-336, 1994.
2. L. Lu, "Content analysis for audio classification and segmentation," IEEE Trans. Speech and Audio Processing, vol. 10, pp. 504-516, 2002.
3. J. Pinquier, "Robust speech / music classification in audio document," in ICSLP02, 2002, pp. III: 2005-2008.
4. Andrey Temko, Robert Malkin, Christian Zieger, Dusan Macho, Climent Nadeu, and Maurizio Omologo, "Acoustic event detection and classification in smart-room environments: Evaluation of CHIL project systems," IV Jornadas en Tecnologia del Habla, Zaragoza, Spain, November, 2006.
5. Rui Cui, Lie Lu, Hong-Jiang Zhung, and Liun-Hong Cai, "Highlight sound effects detection in audio stream," in ICME03, 2003, pp. III: 37-40.
6. Pradeep K. Atrey, Namunu C. Maddage., and Mohan S. Kankanhalli, "Audio based event detection for multimedia surveillance," in ICASSP06, 2006.
7. M. Baillie and J.M. Jose, "Audio-based event detection for sports video," Lecture Notes in Computer Science, vol. 2728, pp. 61-65, 2003.
8. C. Clavel, T. Ehrette, , and G. Richard, "Events detection for an audio-based surveillance system," in ICME05, 2005, pp. 1306-1309.
9. D.P.W. Ellis, Prediction-driven computational auditory scene analysis, Ph.D. thesis, MIT, 1996.
10. Xi Zhou, Xiaodan Zhuang, Ming Liu, Hao Tang, Mark Hasegawa-Johnson, and Thomas Huang, "HMM-based acoustic event detection with AdaBoost feature selection," in Classification of Events, Activities and Relationships Evaluation and Workshop, 2007.
11. E. D. Scheirer, "Sound scene segmentation by dynamic detection of correlogram comodulation," Tech. Rep. 491, M.I.T Media Laboratory Perceptual Computing Section, Apr. 1999.
12. H. Hermansky, "Mel cepstrum, deltas, double deltas, .. -what else is new?," in Proc. Robust Methods for Speech Recognition in Adverse Condition, 1999.
13. D. Reynolds and R. Rose, "Robust text-independent speaker identification using Gaussian mixture speaker models," Trans. Speech Audio Processing, vol. 10, pp. 72-83, 1995.
14. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, Wiley Intersicence, 2004.
15. Andrey Temko, "CLEAR 2007 AED evaluation plan," http://isl.ira.uka.de/clear07, 2007.