• DocumentCode
    2999032
  • Title

    Phonetic typewriter for Finnish and Japanese

  • Author

    Kohonen, T. ; Torkkola, K. ; Shozakai, M. ; Kangas, J. ; Ventä, O.

  • Author_Institution
    Lab. of Inf. & Comput. Sci., Helsinki Univ. of Technol., Espoo, Finland
  • fYear
    1988
  • fDate
    11-14 Apr 1988
  • Firstpage
    607
  • Abstract
    A microprocessor-based real-time speech recognition system is described. It is able to produce orthographic transcriptions for arbitrary words or phrases uttered in Finnish or Japanese. It can also be used as a large-vocabulary isolated word recognizer. The acoustic processor of the system transcribing speech into phonemes is based on neural network principles. The so-called phonotopic maps constructed by a self-organizing process are employed. The coarticulation effects in phonetic transcriptions are compensated by means of automatically derived rules which describe the morphology of errors at the acoustic processor output. Without applying any language model, the recognition result is correct up to 92 or even 97 per cent referring to individual letters
  • Keywords
    neural nets; speech recognition; voice equipment; Finnish; Japanese; acoustic processor; arbitrary words; coarticulation effects; errors; large-vocabulary isolated word recognizer; microprocessor-based real-time speech recognition system; neural network; orthographic transcriptions; phonemes; phonetic transcriptions; phonetic typewriters; phonotopic maps; phrases; Artificial neural networks; Automatic speech recognition; Laboratories; Network topology; Neurons; Organizing; Speech processing; Speech recognition; Surface morphology; Transient analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
  • Conference_Location
    New York, NY
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.1988.196658
  • Filename
    196658