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作者:

Hui-Jing, Dou (Hui-Jing, Dou.) | Chang-Chun, Bao (Chang-Chun, Bao.) (学者:鲍长春) | Ru-Wei, Li (Ru-Wei, Li.)

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摘要:

In this paper, by using the cyclostationary properties of speech signal, a voice activity detection (VAD) algorithm based on cyclic cumulant is proposed. The proposed scheme employs the thirdorder cyclic cumulant of the LPC residual of a speech signal. Analytical expressions for the third-order cyclic cumulant of the LPC residual of short-term speech are derived assuming a sinusoidal model. Matrix pencil method (MP) are adopted to estimate the frequencies of harmonic signal contained in LPC residual of speech signal, which are used as the cyclic frequencies of cyclic cumulant. Then the third-order cyclic cumulant is defined and used to construct the VAD detection variation. The test results show that the proposed algorithm gives better results than G.729B VAD. © 2008 IEEE.

关键词:

Signal processing Speech Speech communication Speech recognition

作者机构:

  • [ 1 ] [Hui-Jing, Dou]Speech and Audio Signal Processing Lab., School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Chang-Chun, Bao]Speech and Audio Signal Processing Lab., School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Ru-Wei, Li]Speech and Audio Signal Processing Lab., School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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年份: 2008

页码: 1239-1242

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 2

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近30日浏览量: 2

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