• DocumentCode
    33767
  • Title

    An MDCT-domain audio denoising method with a block switching scheme

  • Author

    Kwang Myung Jeon ; Nam In Park ; Hong Kook Kim ; Myung Kyu Choi ; Kwang Il Hwang

  • Author_Institution
    Sch. of Inf. & Commun., Gwangju Inst. of Sci. & Technol. (GIST), Gwangju, South Korea
  • Volume
    59
  • Issue
    4
  • fYear
    2013
  • fDate
    Nov-13
  • Firstpage
    818
  • Lastpage
    824
  • Abstract
    In this paper, an audio denoising method is proposed for improving the quality of handheld audio recording devices. The proposed method reduces noise differently depending on the block size in the modified discrete cosine transform (MDCT) analysis of an audio coder. Specifically, denoising for a long block is performed by multi-band spectral subtraction (MBSS) with perceptually weighted scalefactor bands, while that for a short block is performed by subband power scaling to maintain coherence of power with the previously-denoised long block. In order to evaluate the performance of the proposed method, it is first embedded into MPEG-2 advanced audio coding (AAC) that is popularly used for audio recording devices. Then, its performance is compared with that of a conventional audio denoising method based on block thresholding in terms of cepstral distortion, subjective quality, and computational complexity. It is shown from performance comparison that the proposed method outperforms the block thresholding method in both objective and subjective measurements. Moreover, the complexity of the proposed method is sufficiently lowered to be implemented on most resource-constrained handheld audio recording devices, unlike the conventional method.
  • Keywords
    audio coding; audio recording; cepstral analysis; computational complexity; discrete cosine transforms; signal denoising; MDCT domain; MPEG-2 advanced audio coding; audio coder; audio denoising method; block switching scheme; block thresholding method; cepstral distortion; computational complexity; handheld audio recording device; modified discrete cosine transform analysis; multiband spectral subtraction; noise reduction; subband power scaling; subjective quality; Cepstral analysis; Complexity theory; Noise; Noise measurement; Noise reduction; Performance evaluation; Transform coding;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2013.6689694
  • Filename
    6689694