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Baillie M, Jose JM. Audio-based event detection for sports video. In: Proceedings of the 2nd International Conference on Image and Video Retrieval; 2003. p. 300–9.
Cai R, Lu L, Hanjalic A, Zhang HJ, Cai LH. A flexible framework for key audio effects detection and Auditory context inference. IEEE Trans Audio Speech Lang Process. 2006;14(3):1026–39.
Cheng WH, Chu WT, Wu, JL. Semantic context detection based on hierarchical audio models. In: Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval; 2003. p. 109–15.
Duda RO, Hart PE, Stork DG. Pattern classification. 2nd ed. New York: Wiley; 2000.
Hastie T, Tibshirani R, Friedman J. The elements of statistical learning: data mining, inference, and prediction. New York: Springer; 2001.
Heckerman D. A tutorial on learning with Bayesian networks. Microsoft Research, Redmond, Washington, Tech. Rep. MSR-TR-95-06; 1995.
Huang C, Darwiche A. Inference in belief networks: a procedural guide. Int J Approx Reason. 1996;15(3):225–63.
Liu Z, Wang Y, Chen T. Audio feature extraction and analysis for scene segmentation and classification. J VLSI Signal Process Syst Signal Image Video Technol. 1998;20(1–2):61–79.
Lu L, Zhang HJ, Jiang H. Content analysis for audio classification and segmentation. IEEE Trans Speech Audio Process. 2002;10(7):504–16.
Lu L, Zhang HJ, Li S. Content-based audio classification and segmentation by using support vector machines. ACM Multimed Syst J. 2003;8(6):482–92.
Moncrieff S, Dorai C, Venkatesh S. Detecting indexical signs in film audio for scene interpretation. In: Proceedings of the IEEE International Conference on Multimedia and Expo; 2001. p. 1192–5.
Rabiner LR. A tutorial on hidden Markov models and selected applications in speech recognition. Proc IEEE. 1989;77(2):257–86.
Reyes-Gomez MJ, Ellis DPW. Selection, parameter estimation, and discriminative training of hidden Markov models for general audio modeling. In: Proceedings of the IEEE International Conference on Multimedia and Expo; 2003. p. 73–6.
Rui Y, Gupta A, Acero A. Automatically extracting highlights for TV baseball programs. In: Proceedings of the 8th ACM International Conference on Multimedia; 2000. p. 105–15.
Xiong Z, Radhakrishnan R, Divakaran A, Huang TS. Audio events detection based highlights extraction from baseball, golf and soccer games in a unified framework. In: Proceedings of the IEEE International Conference on Multimedia and Expo, vol. 3; 2003. p. 401–4.
Xu M, Maddage N, Xu CS, Kankanhalli M, Tian Q. Creating audio keywords for event detection in soccer video. In: Proceedings of the IEEE International Conference on Multimedia and Expo; 2003. p. 281–4.
Zhang T, Jay Kuo CC. Hierarchical system for content-based audio classification and retrieval. In: Proceedings of the SPIE: Multimedia Storage and Archiving Systems III, vol. 3527; 1998. p. 398–409.
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Lu, L., Hanjalic, A. (2016). Audio Classification. In: Liu, L., Özsu, M. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4899-7993-3_1032-2
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DOI: https://doi.org/10.1007/978-1-4899-7993-3_1032-2
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