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Enhancement of Ambisonics signals using time-frequency masking

机译:使用时频屏蔽增强amisissics信号

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Spatial audio is an essential part of virtual reality. Unlike synthesized signals, spatial audio captured in the real world may suffer from background noise which degrades the quality of the signals. While some previous works have addressed this problem, and suggested methods to attenuate the undesired signals while preserving the desired signals with minimum distortion, these only succeed partially. Recently, methods aiming to achieve preservation of the desired signal in its entirety have been proposed, and in this work we study such methods that are based on time-frequency masking. Two masks were investigated: one in the spherical harmonics (SH) domain, and the other in the plane wave density (PWD) function domain, referred to here as the spatial domain. These two methods were compared with a low-end reference method that uses a single maximum directivity beamformer followed by a single channel time-frequency mask. A subjective investigation was conducted to estimate the performance of these methods, and showed that the spatial mask preserves the desired sound field better, while the SH mask preserves the spatial cues of the residual noise better.
机译:空间音频是虚拟现实的重要组成部分。与合成信号不同,现实世界中捕获的空间音频可能遭受背景噪声,这会降低信号的质量。虽然某些以前的作品已经解决了这个问题,而建议的方法可以在保持最小失真的情况下保持所需信号的同时衰减不需要的信号,但这些仅部分地成功。最近,已经提出了旨在实现其全部内容保存所需信号的方法,并且在这项工作中,我们研究了基于时频掩模的这些方法。研究了两个面罩:一个在球面谐波(SH)域,另一个在平面波密度(PWD)功能域中,在此称为空间域。将这两种方法与低端参考方法进行比较,该方法使用单个最大方向性波束形成器,然后是单频率的时频掩模。进行了主观调查以估计这些方法的性能,并表明空间掩模更好地保留所需的声场,而SH掩模会更好地保留残余噪声的空间线索。

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