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Theory and Perceptual Evaluation of the Binaural Reproduction and Beamforming Tradeoff in the Generalized Spherical Array Beamformer

机译:广义球面阵列波束形成器中双耳再现和波束成形权衡的理论和感知评估

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摘要

Microphone arrays are widely used in speech enhancement systems for noisy and reverberant environments. Recently, a generalized spherical array beamforming approach was developed incorporating binaural sound reproduction in the beamforming process. This generalized spherical array beamformer (GSB) maintains the spatial information through the binaural cues and improves both the spatial realism and the speech intelligibility. In this paper, the theory of the tradeoff that arises when incorporating both beamforming and binaural reproduction in a single array is developed and investigated through a simulation study and a listening test. By representing the GSB formulation in matrix form for investigating the single plane-wave scenario, two measures are developed in order to evaluate the performance of the GSB in terms of both binaural reproduction and spatial selectivity. These measures are then employed in the evaluation of the performance of various GSB beam-patterns using simulations. A listening test experiment that validates the simulation results is then reported. Results validate the theory, i.e., the GSB can be used to integrate successfully binaural reproduction and beamforming, allowing the user to emphasize either of the two, but with a clear tradeoff; improving one is only possible at the expense of degrading the other.
机译:麦克风阵列已广泛用于嘈杂和混响环境的语音增强系统中。最近,开发了一种通用的球形阵列波束成形方法,该方法在波束成形过程中结合了双耳声音再现。这种通用的球面阵列波束形成器(GSB)通过双耳线索保持空间信息,并改善了空间真实感和语音清晰度。在本文中,通过模拟研究和听觉测试,开发并研究了在单个阵列中结合波束成形和双耳再现时出现的权衡理论。通过以矩阵形式表示GSB公式以研究单个平面波情况,开发了两种措施,以便在双耳再现和空间选择性方面评估GSB的性能。然后,将这些措施用于通过仿真评估各种GSB光束模式的性能。然后报告一个验证模拟结果的听力测试实验。结果证实了这一理论,即GSB可以成功地集成双耳再现和波束成形,使用户可以强调两者中的任何一个,但要有一个明显的权衡;改进一个方案只能以降低另一个方案为代价。

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