• 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