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Acoustic surveillance is gaining importance given the pervasive nature of multimedia sensors being deployed in all environments. In this paper, novel probabilistic detection methods using audio histograms are proposed for acoustic event detection in a multimedia surveillance environment. The proposed detection methods use audio histograms to classify events in a well-defined acoustic space. The proposed...
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