• Title/Summary/Keyword: Adaptive Band-Partitioning

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Voice Activity Detection based on Adaptive Band-Partitioning using the Likelihood Ratio (우도비를 이용한 적응 밴드 분할 기반의 음성 검출기)

  • Kim, Sang-Kyun;Shim, Hyeon-Min;Lee, Sangmin
    • Journal of Korea Multimedia Society
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    • v.17 no.9
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    • pp.1064-1069
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    • 2014
  • In this paper, we propose a novel approach to improve the performance of a voice activity detection(VAD) which is based on the adaptive band-partitioning with the likelihood ratio(LR). The previous method based on the adaptive band-partitioning use the weights that are derived from the variance of the spectral. In our VAD algorithm, the weights are derived from LR, and then the weights are incorporated with the entropy. The proposed algorithm discriminates the voice activity by comparing the weighted entropy with the adaptive threshold. Experimental results show that the proposed algorithm yields better results compared to the conventional VAD algorithms. Especially, the proposed algorithm shows superior improvement in non-stationary noise environments.

An Active Broadband Noise Control System based on the MuItiband-Structured Delayless Subband Adaptive Filter (광대역 소음 제어를 위한 시간 지연 없는 Multiband-Structured Subband Adaptive Filter 기반 능동 소음 제어)

  • Kim, Shin-Wook;Jeon, Hyeon-Jin;Park, Min-Woo;Lee, Woo-Gun;Chang, Tae-Gyu
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.3
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    • pp.669-673
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    • 2010
  • This paper proposes a new active noise control (ANC) system for canceling broadband noise. The proposed ANC system is designed based on the multiband-structured delayless subband adaptive filter (MDSAF), which has advantages of fast-convergence speed and higher noise reduction performance by eliminating the aliasing and band-edge effects caused by band-partitioning. The simulation results show that the proposed ANC system has faster convergence speed as compared to the conventional ANC systems and effectively reduces the wideband noise.