基于双耳助听器麦克风阵列双延迟线方法的到达方向估计

Stefan Goetze, T. Rohdenburg, V. Hohmann, B. Kollmeier, K. Kammeyer
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引用次数: 19

摘要

多通道波束形成算法是助听器降噪的有前途的解决方案,因为它们利用干扰信号的空间分布,因此通常比单通道算法导致更少的信号失真。波束形成器需要关于麦克风阵列和目标语音源到达方向的先验信息。对于头戴式阵列,通常假设用户物理地将阵列的观看方向转向所需的语音源。对于具有小主瓣的高指向性波束形成器和当目标信号源移动时,这可能会使助听器用户不满意。在Liu et al.[1]之后,在双延迟线方法的基础上应用了自动转向(电子控制看向)。这种方法经过改进,适用于头戴式助听器阵列。我们表明,由于不适当的传播模型,原始的自由场方法不适用于头戴式阵列。如果我们应用真正的HRTF或球形头传播模型,对于输入信噪比为10 dB或更高的情况,估计在±8度的平均估计误差内是可靠的。然而,对于较低的信噪比,该方法似乎不够稳健。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Direction of arrival estimation based on the dual delay line approach for binaural hearing aid microphone arrays
Multi-channel beamformer algorithms are promising solutions for noise reduction in hearing aids as they exploit the spatial distribution of the interfering signals and therefore in general lead to less signal distortion than single channel algorithms. Beamformers need a priori information about the microphone array and the direction of arrival of the target speech source. For head-worn arrays it is usually assumed that the user physically steers the arrays' look direction toward the desired speech source. This may become unsatisfying for the hearing aid user for high directivity beamformers with a small main lobe and when the target signal source is moving. In this contribution an automatic steering (electronic control of the look direction) is applied based on the dual delay line approach after Liu et al. [1]. This approach is modified to be applicable for head-mounted hearing-aid arrays. We show that the original free-field approach does not work on a head-mounted array because of the inappropriate propagation model. If we apply the true HRTF or a spherical head propagation model, the estimate is reliable within plusmn8deg degree mean estimation error for an input SNR of 10 dB or higher. However, for lower SNR the method seems to be not robust enough.
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