• DocumentCode
    1950829
  • Title

    Perceptual speech quality improvement for vocoder based on amplitude spectrum of residual signal

  • Author

    Der, Andrea ; Yang, C. ; Huang, D.-Y. ; Dong, M. ; Li, H.

  • Author_Institution
    Eng. Phys., Univ. of British Columbia, Vancouver, BC, Canada
  • fYear
    2015
  • fDate
    12-15 July 2015
  • Firstpage
    682
  • Lastpage
    686
  • Abstract
    In this paper, we propose a linear pre- and post-filter for improving the perceptual speech quality of a vocoder based on amplitude spectrum of residual signal. The goal of the pre-filter in analyzer is to make the noise of spectrum inaudible. It attempts to hide the noise under the signal spectrum by exploiting human auditory masking. The post-filter in synthesizer is to improve speech quality. Experimental results show that the proposed vocoder can obtain an average mean opinion score (MOS) of 4.5 for four voices (2 female and 2 male voices) while preserving high-quality property after parameter compression.
  • Keywords
    filtering theory; signal representation; speech processing; vocoders; human auditory masking; linear post-filter; linear prefilter; mean opinion score; parameter compression; perceptual speech quality improvement; residual signal amplitude spectrum; vocoder; Hidden Markov models; Noise; Quantization (signal); Speech; Speech synthesis; Vocoders;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
  • Conference_Location
    Chengdu
  • Type

    conf

  • DOI
    10.1109/ChinaSIP.2015.7230491
  • Filename
    7230491