• DocumentCode
    417760
  • Title

    Towards optimal quantization in multistage audio coding

  • Author

    Vafin, Renat ; Kleijn, W. Bastiaan

  • Author_Institution
    Dept. of Signals, Sensors & Syst., KTH, Stockholm, Sweden
  • Volume
    4
  • fYear
    2004
  • fDate
    21-21 May 2004
  • Abstract
    We develop a new method for quantization in multistage audio coding. We consider the case of a two-stage sinusoidal/waveform coder. Given a distortion measure and a bit-rate constraint, we analytically derive the optimal rate distribution between subcoders (stages) and the corresponding optimal quantizers, which allows the coder to adapt easily to changes in bit-rate requirements. We verify that the performance, both in terms of signal-to-noise ratio (SNR) and perceptual quality, is higher if the input to the second stage is obtained by subtracting the quantized first-stage reconstruction from the original signal, as opposed to subtracting the unquantized reconstruction.
  • Keywords
    adaptive codes; audio coding; distortion; quantisation (signal); signal reconstruction; speech coding; SNR; adaptive coding; bit-rate constraint; distortion measure; multistage audio coding; optimal quantization; perceptual quality; signal reconstruction; signal-to-noise ratio; sinusoidal coder; speech signals; waveform coder; Audio coding; Bit rate; Distortion measurement; Quantization; Sensor systems; Signal processing; Signal to noise ratio; Speech coding; Speech enhancement; Speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • Conference_Location
    Montreal, Que., Canada
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326799
  • Filename
    1326799