• DocumentCode
    1148090
  • Title

    Trellis-Based Approaches to Rate-Distortion Optimized Audio Encoding

  • Author

    Melkote, Vinay ; Rose, Kenneth

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA, USA
  • Volume
    18
  • Issue
    2
  • fYear
    2010
  • Firstpage
    330
  • Lastpage
    341
  • Abstract
    Many important audio coding applications, such as streaming and playback of stored audio, involve offline compression. In such scenarios, encoding delays no longer represent a major concern. Despite this fact, most current audio encoders constrain delay by making encoding decisions on a per frame basis. This paper is concerned with delayed-decision approaches to optimize the encoding operation for the entire audio file. Trellis-based dynamic programming is used for efficient search in the parameter space. A two-layered trellis effectively optimizes the choice of quantization and coding parameters within a frame, as well as window decisions and bit distribution across frames, while minimizing a psychoacoustically relevant distortion measure under a prescribed bit-rate constraint. The bitstream thus produced is standard compatible and there is no additional decoding delay. Objective and subjective results indicate substantial gains over the reference encoder.
  • Keywords
    audio coding; data compression; decision making; dynamic programming; trellis codes; audio coding; audio encoders constrain delay; audio offline compression; bit-rate constraint; delayed-decision approach; encoding decision making; quantization; rate-distortion optimized audio encoding; trellis-based dynamic programming; Audio compression; optimization; rate-distortion; trellis; window switching;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TASL.2009.2028373
  • Filename
    5173568