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Towards Life-long Learning for Cognitive Systems: Online Independent Support Vector Machine. Pattern Recognition 43(4), 1402–1412 (2010) 25. : Bounded kernel-based perceptrons. Journal of Machine Learning Research 10, 2643–2666 (2009) 26. : The projectron: a bounded kernel-based perceptron. In: 25th International Conference on Machine Learning (2008) 27. : Indoor Place Recognition using Online Independent Support Vector Machines. In: Proceedings of the 18th British Machine Vision Conference (BMVC), pp.

A sound source is localized by estimating the corresponding azimuthal angle of the direction of arrival (DOA) relative to the sensor plane defined by the two front-microphones of the AWEAR platform which is an mobile audio-visual recording device developed within the DIRAC project. Support-vector-machines (SVM) [3] are used to classifiy the presence or absence of a source at each angle. This approach enables the simultaneous localization of more than one sound source in each time-frame. The GCC is an extension of the cross power spectral density function, which is given by the Fourier transform of the cross correlation.

The projectron: a bounded kernel-based perceptron. In: 25th International Conference on Machine Learning (2008) 27. : Indoor Place Recognition using Online Independent Support Vector Machines. In: Proceedings of the 18th British Machine Vision Conference (BMVC), pp. 1090–1099 (2007) 28. : Incongruence Detection for Detecting, Removing, and Repairing Incorrect Functionality in Low-Level Processing (CTU-CMP-2009-19). Technical report, CTU Research Report (2009) 29. : Acoustic Feature Selection for Speech Detection Based on Amplitude Modulation Spectrograms.

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