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In this paper, we compare the performance of support vector machine (SVM) and asymmetric SIMPLS classifiers in emotion recognition from naturalistic dialogues. These two classifiers are evaluated on the SEMAINE corpus that involves emotional binary classification tasks of four dimensions, namely, activation, expectation, power, and valence. The experimental results reveal that the asymmetric SIMPLS...
Sound localization systems (SLS) identify the direction of a sound source. However, most of approaches focus on near-field identification, i.e. 1~2 m. In this paper we develop a novel algorithm for far-field sound localization based on the average magnitude difference function (AMDF), thereby extending the distance to 5 m. The far-field SLS is implemented on a field programmable gate array (FPGA)...
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