论文标题

使用本地基于PCA的房间平均电源响应估计的声学房间补偿

Acoustic Room Compensation Using Local PCA-based Room Average Power Response Estimation

论文作者

Jin, Wenyu, McPherson, Patrick, Pike, Chris, Mehrabi, Adib

论文摘要

经过广泛的研究,声音繁殖系统可以抵消声音繁殖系统的声音繁殖系统,这是由于过度的房间共振而应对声音场景的不良改动。据报道,已经进行了广泛的努力,以扩大房间均衡性有效的区域,并与空间中房间转移功能的对比变化。扬声器调整技术“ TruePlay”允许用户根据房间的空间平均电源响应来补偿扩展聆听区域的不需要的房间效果,当用户在房间周围移动时,通常使用便携式设备上的麦克风在麦克风上测量。在这项工作中,我们提出了一个新型系统,该系统利用了测量的扬声器回声自我响应,以使用基于局部PCA的方法来预测房间平均功率响应。实验结果证实了拟议的估计方法的有效性,该方法进一步导致了房间补偿过滤器设计,该设计与参考系统相比,与参考系统相比,具有良好的声音相似性,而地面室平均功率响应却超过了其他不利用拟议估计器的系统。

Acoustic room compensation techniques, which allow a sound reproduction system to counteract undesired alteration to the sound scene due to excessive room resonances, have been widely studied. Extensive efforts have been reported to enlarge the region over which room equalization is effective and to contrast variations of room transfer functions in space. A speaker-tuning technology "Trueplay" allows users to compensate for undesired room effects over an extended listening area based on a spatially averaged power response of the room, which is conventionally measured using microphones on portable devices when users move around the room. In this work, we propose a novel system that leverages measured speaker echo path self-responses to predict the room average power responses using a local PCA based approach. Experimental results confirm the effectiveness of the proposed estimation method, which further leads to a room compensation filter design that achieves a good sound similarity compared to the reference system with the ground-truth room average power response while outperforming other systems that do not leverage the proposed estimator.

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