• DocumentCode
    1935028
  • Title

    Inductive learning of pronunciation rules with the Depes system

  • Author

    Van Coile, Bert

  • Author_Institution
    Lernout & Hauspie Speechproducts, Ieper, Belgium
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    745
  • Abstract
    The development of grapheme-to-phoneme rules by means of a highly flexible software environment called Depes is discussed. The first version of the Depes system proved useful for manual rule development. The current version provides tools to facilitate and automate the inductive learning of pronunciation rules. As input for the automatic inductive learning of rules, the system only requires a list of words (each word in its orthographic and phonemic form). The result of the iterative induction process is an ordered list of pronunciation rules. This list is an ideal starting point for further manual rule development and refinement
  • Keywords
    software tools; speech synthesis; Depes software environment; grapheme-to-phoneme rules; inductive learning; speech synthesis; Databases; Decision trees; Fires; Hidden Markov models; Knowledge representation; Microwave integrated circuits; Neural networks; Speech synthesis; Testing; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150448
  • Filename
    150448