DocumentCode :
525661
Title :
Upon phoneme synthesis based on dynamic semantic modeling
Author :
Crisan, Marius
Author_Institution :
Dept. of Comput. & Software Eng., Univ. of Timisoara Timisoara, Timisoara, Romania
fYear :
2010
fDate :
23-25 June 2010
Firstpage :
467
Lastpage :
472
Abstract :
The paper discusses the possibility of phoneme synthesis starting from a dynamic model of the semantic content. The meaning of words is modeled by a dynamic process of linear superposition of the component phonemes. The experimental results support the premise that the phonemes dynamics at the semantic level is conserved throughout the speech formation. Speech phonemes analysis suggests a dynamics typical for a controlled series of chaotic attractors. This is consistent with the proposed semantic model where the superposition of chaotic attractors determines a unique dynamic behavior of the resultant word. The proposed approach integrates the separate units of language coming in sequence into a unitary whole and can serve as basis for a new dynamic theory of language generation.
Keywords :
natural language processing; speech synthesis; chaotic attractors; component phonemes; dynamic semantic modeling; language generation theory; phoneme synthesis; phonemes dynamics; speech formation; speech phonemes analysis; Chaos; Cognition; Data mining; Humans; Natural languages; Quantum computing; Signal analysis; Speech analysis; Speech processing; Speech synthesis; chaotic dynamical systems; data mining; phoneme synthesis; speech processing; time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software Engineering and Data Mining (SEDM), 2010 2nd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-7324-3
Electronic_ISBN :
978-89-88678-22-0
Type :
conf
Filename :
5542875
Link To Document :
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