• DocumentCode
    3144542
  • Title

    Audio codingwith power spectral density preserving quantization

  • Author

    Li, Minyue ; Klejsa, Janusz ; Ozerov, Alexey ; Kleijn, W. Bastiaan

  • Author_Institution
    Sch. of Electr. Eng., KTH R. Inst. of Technol., Stockholm, Sweden
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    413
  • Lastpage
    416
  • Abstract
    The coding of audio-visual signals is generally based on different paradigms for high and low rates. At high rates the signal is approximated directly and at low rates only signal features are transmitted. The recently introduced distribution preserving quantization (DPQ) paradigm provides a seamless transition between these two regimes. In this paper we present a simplified scheme that preserves the power spectral density (PSD) rather than the probability distribution. In a practical system the PSD must be estimated. We show that both forward adaptive and backward adaptive PSD estimation are possible. Our experimental results confirm that preservation of PSD at finite precision leads to a unified coding paradigm that provides effective coding at both high and low rates. An audio coding application shows the perceptual benefits of PSD preserving quantization.
  • Keywords
    adaptive estimation; audio coding; audio-visual systems; quantisation (signal); DPQ paradigm; PSD preserving quantization; audio-visual signal coding; backward adaptive PSD estimation; distribution preserving quantization paradigm; forward adaptive PSD estimation; power spectral density preserving quantization; probability distribution; Adaptation models; Audio coding; Estimation; Lattices; Quantization; Speech; Quantization; audio coding; backward adaptation; forward adaptation; predictive coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6287904
  • Filename
    6287904