• DocumentCode
    3035043
  • Title

    A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speech

  • Author

    Reuhkala, Erkki ; Jalanko, Matti ; Kohonen, Teuvo

  • Author_Institution
    Helsinki University of Technology, Espoo, Finland
  • Volume
    4
  • fYear
    1979
  • fDate
    28946
  • Firstpage
    591
  • Lastpage
    594
  • Abstract
    In the recognition of spoken words a frequently applied method is to first convert the acoustic waveforms into phonemic strings which are then compared with prototype strings stored in a dictionary, using some metric. A standard method is to use dynamic programming for comparison of strings with variable length. This procedure, however, is rather slow. A recently introduced principle of string comparison is based on redundant hash addressing, and it is computationally at least an order of magnitude lighter. This method is here applied using multiple prototypes of phonemic strings for each word in the dictionary. The matching criterium thereby applied in fact corresponds to a distance-weighted k-nearest-neighbor classifier which allows length variations in strings.
  • Keywords
    Acoustic waves; Computer errors; Dictionaries; Dynamic programming; Filter bank; Frequency; Labeling; Prototypes; Speech recognition; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '79.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1979.1170639
  • Filename
    1170639