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作者:

Liu, Xin (Liu, Xin.) | Bao, Changchun (Bao, Changchun.) (学者:鲍长春)

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摘要:

Bandwidth extension of audio signals artificially restores the truncated high-frequency components from the transmitted wideband signal at the decoder to improve the auditory quality of the reproduced audio signals. This paper describes a blind bandwidth extension method based on the cochlear filter cepstral coefficients. The system emulates auditory peripheral hearing to calculate cochlear filter cepstral coefficients that more accurately describe the spectral information of the wideband audio. The Gaussian mixture model is used to estimate the spectral envelope of high frequencies. Finally, nearest neighbor mapping used to recover the fine structure at high frequencies is combined with the bandwidth extension of wideband audio signals to give superior wideband audio. Objective and subjective tests both indicate that the method achieves better performance than bandwidth extension methods based on conventional audio features.

关键词:

Audio signal processing Audition Bandwidth Gaussian distribution Mapping

作者机构:

  • [ 1 ] [Liu, Xin]School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Bao, Changchun]School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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来源 :

Journal of Tsinghua University

ISSN: 1000-0054

年份: 2013

期: 6

卷: 53

页码: 913-916

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