• DocumentCode
    3225525
  • Title

    Coding Overcomplete Representations of Audio Using the MCLT

  • Author

    Yoon, Byung-Jun ; Malvar, Henrique S.

  • Author_Institution
    California Inst. of Technol., Pasadena
  • fYear
    2008
  • fDate
    25-27 March 2008
  • Firstpage
    152
  • Lastpage
    161
  • Abstract
    We propose a system for audio coding using the modulated complex lapped transform (MCLT). In general, it is difficult to encode signals using overcomplete representations without avoiding a penalty in rate-distortion performance. We show that the penalty can be significantly reduced for MCLT-based representations, without the need for iterative methods of sparsity reduction. We achieve that via a magnitude-phase polar quantization and the use of magnitude and phase prediction. Compared to systems based on quantization of orthogonal representations such as the modulated lapped transform (MLT), the new system allows for reduced warbling artifacts and more precise computation of frequency-domain auditory masking functions.
  • Keywords
    audio coding; data compression; transforms; audio coding; frequency-domain auditory masking functions; magnitude prediction; magnitude-phase polar quantization; modulated complex lapped transform; modulated lapped transform; orthogonal representation quantization; overcomplete audio representations; phase prediction; rate-distortion performance; reduced warbling artifacts; sparsity reduction; Audio coding; Audio compression; Data compression; Discrete transforms; Encoding; Frequency domain analysis; Iterative methods; Modulation coding; Quantization; Rate-distortion; audio coding; lapped transforms; modulated complex lapped transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2008. DCC 2008
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    978-0-7695-3121-2
  • Type

    conf

  • DOI
    10.1109/DCC.2008.28
  • Filename
    4483293