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Author:

Liu, Xin (Liu, Xin.) | Bao, Chang-Chun (Bao, Chang-Chun.) (Scholars:鲍长春) | Jia, Mao-Shen (Jia, Mao-Shen.) | Sha, Yong-Tao (Sha, Yong-Tao.)

Indexed by:

EI

Abstract:

For the popular audio bandwidth extension, the stationary signal processing and spectral patching methods are utilized to artificially recover high frequency components, yet it inevitably leads to the undesired auditory roughness. In this paper, a nonlinear bandwidth extension method of audio from wideband to super-wideband was proposed. Phase space is reconstructed from the fine structure information of audio spectrum and the trajectory of phase points is efficiently predicted with nearest-neighbor matching. In addition, the spectral energy of high frequency is estimated based on Gaussian mixture model (GMM). Both the objective and subjective test results demonstrate that the proposed algorithm has better performance than conventional blind bandwidth extension algorithms.

Keyword:

Bandwidth Phase space methods Signal processing Gaussian distribution

Author Community:

  • [ 1 ] [Liu, Xin]Speech and Audio Signal Processing Laboratory, School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Bao, Chang-Chun]Speech and Audio Signal Processing Laboratory, School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Jia, Mao-Shen]Speech and Audio Signal Processing Laboratory, School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Sha, Yong-Tao]Speech and Audio Signal Processing Laboratory, School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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Source :

Year: 2010

Page: 169-172

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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