• DocumentCode
    3037038
  • Title

    Recognition results for several experimental acoustic processors

  • Author

    Bahl, L.R. ; Bakis, R. ; Cohen, P.S. ; Cole, A.G. ; Jelinek, F. ; Lewis, B.L. ; Mercer, R.L.

  • Author_Institution
    IBM T. J. Watson Research Center, Yorktown Heights, NY
  • Volume
    4
  • fYear
    1979
  • fDate
    28946
  • Firstpage
    249
  • Lastpage
    251
  • Abstract
    The statistical training and decoding procedures developed at IBM Research can be used with a wide variety of acoustic processors. We have recently (July and August 1978) achieved error-free or nearly error-free decoding results with several different acoustic processors on sentences from the New Raleigh Language (vocabulary 250 words, perplexity 7.27 words). One of these processors, which achieved a 0% error rate on New Raleigh sentences, has been used to decode sentences from the New Raleigh Language without the benefit of syntactic guidance during the decoding process. On this much more difficult task, it has achieved an error rate of 8.8% at the word level, corresponding to a sentence error rate of 53%. All of these processors are non-segmenting processors which produce output once every 10ms.
  • Keywords
    Computer errors; Covariance matrix; Decoding; Error analysis; Gaussian processes; Humans; Prototypes; Signal processing algorithms; Speech processing; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '79.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1979.1170736
  • Filename
    1170736