Title :
Application of Poincare Map-Based Description of Vowel Pronunciation Variability for Emotion Assessment in Speech Signal
Author :
Lukasz Bronakowski;Krzysztof Slot;Jaroslaw Cichosz;Jongman Kim
Author_Institution :
Tech. Univ. of Lodz, Lodz
Abstract :
An objective of the following paper is to examine feasibility of using vowel pronunciation variability as a descriptor of an emotional state of a speaker. Variability is assessed using Poincare Maps, constructed for pitch-synchronized speech segments that correspond to the vowel "a ". Recognition phase of the proposed approach involves an application of Hidden Markov Models, which are applied to an analysis of temporally-ordered Poincare Map entries.
Keywords :
"Speech analysis","Emotion recognition","Signal analysis","Nonlinear dynamical systems","Speech recognition","Hidden Markov models","Humans","Nonlinear systems","Chaos","Speech processing"
Conference_Titel :
Information Technology Convergence, 2007. ISITC 2007. International Symposium on
Print_ISBN :
0-7695-3045-1
DOI :
10.1109/ISITC.2007.53