• DocumentCode
    3077120
  • Title

    Pitch and spectral estimation of speech based on auditory synchrony model

  • Author

    Seneff, Stephanie

  • Author_Institution
    Massachusetts Institute of Technology, Cambridge, Massachusetts
  • Volume
    9
  • fYear
    1984
  • fDate
    30742
  • Firstpage
    45
  • Lastpage
    48
  • Abstract
    This paper describes a system for processing sonorant regions of speech, motivated by knowledge of the human auditory system. The spectral representation is intended to reflect a proposed model for human auditory processing of speech, which takes advantage of synchrony in the nerve firing patterns to enhance formant peaks. The auditory model is also applied to pitch extraction, and thus a temporal pitch processor is envisioned. The spectrum is derived from the outputs of a set of linear fillers with critical bandwidths. Saturation and adaptation are incorporated for each filter independently. Each "spectral" coefficient is determined by weighting the amplitude response at that frequency by a measure of synchrony to the center frequency of the filter. Pitch is derived front a waveform generated by adding the rectified filter outputs across the frequency dimension. The spectral estimator and the pitch estimator are illustrated by processing pure tones and natural speech.
  • Keywords
    Auditory system; Frequency estimation; Frequency measurement; Frequency synchronization; Humans; Natural languages; Nerve fibers; Nonlinear filters; Speech analysis; Speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '84.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1984.1172757
  • Filename
    1172757