基于近场波束形成的麦克风阵列语音增强方法
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摘要
当麦克风阵列用于封闭环境中非手持式语音拾取时,必须面对的一个问题是声场为阵列近场的问题。该文在子带自适应波束形成方法的基础上,引进了一种基于近场波束形成的麦克风阵列语音增强方法。该方法充分利用了近场球面波的波前弯曲率,有效地衰减了混响和噪声对期望信号的影响。仿真实验结果表明,在小房间混响条件下,基于近场波束形成的麦克风阵列语音增强方法取得了较好的噪声抑制效果。
When using a microphone array for hands-free speech acquisition in enclosure environments, one can be faced with the problem of wave propagation in near-field. In this paper, therefore, a near-field beamforming method for microphone array based speech enhancement is introduced which modified subband adaptive beamforming method. The proposed method takes full advantage of spherical nature of the sound wavefront, in which the distance discrimination reduces the effect of reverberation as well as noise on the desired speech signal. Simulations experimental results demonstrate that the proposed microphone array based speech enhancement method exhibits a better noise reduction performance than other methods.
When using a microphone array for hands-free speech acquisition in enclosure environments, one can be faced with the problem of wave propagation in near-field. In this paper, therefore, a near-field beamforming method for microphone array based speech enhancement is introduced which modified subband adaptive beamforming method. The proposed method takes full advantage of spherical nature of the sound wavefront, in which the distance discrimination reduces the effect of reverberation as well as noise on the desired speech signal. Simulations experimental results demonstrate that the proposed microphone array based speech enhancement method exhibits a better noise reduction performance than other methods.
引文
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[4]Wang Dongxia,and Yin Fuliang.A subband adaptive learning algorithm for microphone array based speech enhancement[A].Lecture Notes in Computer Science[C],Springer-Verlag GmbH,2005,3497:592–597.
[5]Ryan G J.Criterion for the minimum source distance at which plane-wave beamforming can be applied[J].Journal of the Acoustic Society of America,1998,104(1):595–598.
[6]Ryan J G and Goubran R A.Array optimization applied in the near field of a microphone array[J].IEEE Trans.on Speech and Audio Processing,2000,8(2):173–176.
[7]Ryan J G and Goubran R A.Application of near field optimum microphone arrays to hands free mobile telephony[J].IEEE Trans.on Vehicular Technology,2003,52(2):390–400.
[8]Zheng Y R and Goubran R A.Robust near-field adaptive beamforming with distance discrimination[J].IEEE Trans.on Speech and Audio Processing,2004,12(5):478–488.
[9]杨善元,杨燕译著.波[M].北京:地震出版社,1988:4–15.
[10]Kliewer J and Mertins A.Design of paraunitary oversampled cosine-modulated filter banks[A].IEEE International Conference on Acoustics,Speech,and Signal Processing[C],Munich,Germany,1997,3:2073–2076.
[11]Everest A F.The Master Hand of Acoustics,2nd ed[M].New York:McGraw-Hill,1989:131–155.
[12]Allen J B and Berkley D A.Image method for efficiently simulating small room acoustics[J].Journal of the Acoustic Society of America,1979,65(4):943–950.
[13]殷福亮,宋爱民.数字信号处理C语言程序集[M].沈阳:辽宁科学出版社,1997:30–34.
[2]Marro C,Mahieux Y,and Simmer K U.Analysis of noise reduction and dereverberation techniques based on microphone arrays with postfiltering[J].IEEE Trans.on Speech and Audio Processing,1998,(3):240–259.
[3]Gannot S and Cohen I.Speech enhancement based on the general transfer function GSC and postfiltering[J].IEEE Trans.on Speech and Audio Processing,2004,12(6):561–571.
[4]Wang Dongxia,and Yin Fuliang.A subband adaptive learning algorithm for microphone array based speech enhancement[A].Lecture Notes in Computer Science[C],Springer-Verlag GmbH,2005,3497:592–597.
[5]Ryan G J.Criterion for the minimum source distance at which plane-wave beamforming can be applied[J].Journal of the Acoustic Society of America,1998,104(1):595–598.
[6]Ryan J G and Goubran R A.Array optimization applied in the near field of a microphone array[J].IEEE Trans.on Speech and Audio Processing,2000,8(2):173–176.
[7]Ryan J G and Goubran R A.Application of near field optimum microphone arrays to hands free mobile telephony[J].IEEE Trans.on Vehicular Technology,2003,52(2):390–400.
[8]Zheng Y R and Goubran R A.Robust near-field adaptive beamforming with distance discrimination[J].IEEE Trans.on Speech and Audio Processing,2004,12(5):478–488.
[9]杨善元,杨燕译著.波[M].北京:地震出版社,1988:4–15.
[10]Kliewer J and Mertins A.Design of paraunitary oversampled cosine-modulated filter banks[A].IEEE International Conference on Acoustics,Speech,and Signal Processing[C],Munich,Germany,1997,3:2073–2076.
[11]Everest A F.The Master Hand of Acoustics,2nd ed[M].New York:McGraw-Hill,1989:131–155.
[12]Allen J B and Berkley D A.Image method for efficiently simulating small room acoustics[J].Journal of the Acoustic Society of America,1979,65(4):943–950.
[13]殷福亮,宋爱民.数字信号处理C语言程序集[M].沈阳:辽宁科学出版社,1997:30–34.
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