Audio context recognition using audio event histograms

European Signal Processing Conference

Volumn , Issue , 2010, Pages 1272-1276

  Heittola, Toni ^a   Mesaros, Annamaria ^a   Eronen, Antti ^b   Virtanen, Tuomas ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b NOKIA RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANNOTATED TRAINING DATA; AUDIO-BASED; CLASSIFICATION ACCURACY; CONTEXT RECOGNITION; EVENT-BASED; HISTOGRAM DISTANCE; RECOGNITION RATES; SUPERVISED CLASSIFIERS; TERM FREQUENCY-INVERSE DOCUMENT FREQUENCIES; TRAINING DATABASE;

SIGNAL PROCESSING; STATISTICAL METHODS; TEXT PROCESSING;

GRAPHIC METHODS;

EID: 84863806337     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. V. T. K. Peltonen, A. J. Eronen, M. P. Parviainen, and A. P. Klapuri, "Recognition of everyday auditory scenes: Potentials, latencies and cues, " in In Proc. 110th Audio Eng. Soc. Convention, Hall, 2001.
2. A. Eronen, V. Peltonen, J. Tuomi, A. Klapuri, S. Fagerlund, T. Sorsa, G. Lorho, and J. Huopaniemi, "Audiobased context recognition, " IEEE Trans. on Audio, Speech, and Language Process., vol. 14, pp. 321-329, Jan. 2006.
3. L. Ma, B. Milner, and D. Smith, "Acoustic environment classification, " ACM Trans. Speech Lang. Process., vol. 3, no. 2, pp. 1-22, 2006.
4. S. Chu, S. Narayanan, and C.-C. J. Kuo, "Environmental sound recognition with time-frequency audio features, " IEEE Trans. on Audio, Speech and Language Process., vol. 17, no. 6, pp. 1142-1158, 2009.
5. R. Cai, L. Lu, A. Hanjalic, H. Zhang, and L.-H. Cai, "A flexible framework for key audio effects detection and auditory context inference, " IEEE Trans. on Audio, Speech and Language Process., vol. 14, no. 3, pp. 1026-1039, 2006.
6. R. Cai, L. L., and H. A., "Co-clustering for auditory scene categorization, " IEEE Trans. on Multimedia, vol. 10, no. 4, pp. 596-606, 2008.
7. M. Xu, C. Xu, L. Duan, J. S. Jin, and S. Luo, "Audio keywords generation for sports video analysis, " ACM Trans. Multimedia Comput. Commun. Appl., vol. 4, no. 2, pp. 1-23, 2008.
8. A. Härmä, M. F. McKinney, and J. Skowronek, "Automatic surveillance of the acoustic activity in our living environment, " IEEE Int. Conf. on Multimedia and Expo, pp. 634-637, 2005.
9. T. Heittola and A. Klapuri, "TUT acoustic event detection system 2007, " in Multimodal Technologies for Perception of Humans: International Evaluation Workshops CLEAR 2007 and RT 2007, pp. 364-370, Springer-Verlag, 2008.
10. A. Mesaros, T. Heittola, A. Eronen, and T. Virtanen, "Acoustic event detection in real-life recordings, " in 18th European Signal Processing Conference, 2010.
11. G. Salton and C. Buckley, "Term-weighting approaches in automatic text retrieval, " Information Processing & Management, vol. 24, no. 5, pp. 513-523, 1988.
12. S. Robertson, "Understanding inverse document frequency: On theoretical arguments for IDF, " Journal of Documentation, vol. 60, no. 5, pp. 503-520, 2004.