• DocumentCode
    788324
  • Title

    A Novel Audio Coding Scheme Using Warped Linear Prediction Model and the Discrete Wavelet Transform

  • Author

    Deriche, Mohamed ; Ning, Daryl

  • Author_Institution
    Dept. of Electr. Eng., King Fahd Univ. of Pet. & Miner., Dhahran
  • Volume
    14
  • Issue
    6
  • fYear
    2006
  • Firstpage
    2039
  • Lastpage
    2048
  • Abstract
    In this paper, we present a novel audio coder using the discrete wavelet transform (DWT) and warped linear prediction (WLP). In contrast to conventional LP, WLP allows for the control of frequency resolution to closely match the response of the human auditory system. The structure of the system is similar to the transform coded excitation techniques used in wideband speech coding, where LP has been replaced with WLP, and the residual is analyzed by a wavelet filterbank designed to approximate the critical bands. The inherent shaping of the WLP synthesis filter, and a controlled bit allocation to the wavelet coefficients helps minimise the perceptually significant noise due to the quantization error in the residual. For monophonic signals sampled at 44.1 kHz, the coder achieves near transparent to transparent quality for a variety of speech and music signals at an average bitrate of about 64 kb/s. Tests also show that the coder (in its initial implementation) delivers superior quality to the MPEG layer III and comparable quality to the MPEG2-AAC codec when operating at the same bitrate
  • Keywords
    audio coding; channel bank filters; discrete wavelet transforms; speech coding; speech synthesis; transform coding; DWT; audio coding scheme; discrete wavelet transform; human auditory system; monophonic signals; quantization error; synthesis filter; transform coded excitation techniques; warped linear prediction model; wavelet filterbank; wideband speech coding; Audio coding; Auditory system; Bit rate; Control systems; Discrete wavelet transforms; Frequency; Humans; Predictive models; Speech coding; Wideband; Audio coding; subband coding; transform coding; warped linear prediction;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TASL.2006.881701
  • Filename
    1709893