We describe a new hierarchical classification technique whose structure is based on NMDS, which we call Data-Driven Dimensional Emotion Classification (3DEC).
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We describe a new hierarchical classification technique whose structure is based on NMDS, which we call Data-Driven Dimensional Emotion Classification (3DEC).
Apr 27, 2022 · Hassan, Ali and Damper, R.I. (2012) Classification of emotional speech using 3DEC hierarchical classifier. Speech Communication, 54 (7), 903-916 ...
A feature-driven hierarchical classification approach to emotions in speeches using SVMs ... Classification of emotional speech using 3DEC hierarchical classifier.
Jun 4, 2024 · In this paper, we propose an automatically elaborated hierarchical classification scheme (ACS), which is driven by an evidence theory-based ...
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Sep 6, 2015 · [13] A. Hassan and R. I. Damper, “Classification of emotional speech using 3DEC hierarchical classifier,” Speech Communication, vol. 54, no. 7 ...
This paper extends binary support vector machines to multiclass classification for recognising emotions from speech by applying two standard schemes and two ...
A hierarchical binary decision tree approach is used to develop an emotion recognition system with neutral speech as reference. The recognition experiments ...
Oct 7, 2015 · Speech emotion classification method, proposed in this paper, is based on Student's t-mixture model with infinite component number (iSMM) ...
Classification of emotional speech using 3DEC hierarchical classifier,. Speech Communication,24:1-10. [13] K. C. Huang, Y. H. Kuo (2010). A Novel Objective.