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
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