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Statistical Analysis of Binaural Room Impulse Responses

机译:双耳室冲动反应的统计分析

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In previous work of the authors, the spectral magnitude of room transfer functions (RTFs) was analyzed using histograms and statistical quantities (moments), such as the kurtosis and skewness. In this work, the above analysis is extended to binaural room impulse responses (BRIRs) and the dependence of the statistical measures on the room acoustical properties, such as the reverberation time, the room size and the source-receiver distance is discussed. Emphasis is given on the binaural measure of the magnitude squared coherence (MSC) which is considered to be an important cue for binaural hearing related to perceptual aspects such as the source width, the envelopment and the spaciousness. After a brief overview of the existing MSC models, a perceptually-motivated MSC implementation is examined, based on a gammatone filterbank. MSC results for various rooms and source-receiver positions are presented and related to the existing MSC models.
机译:在作者先前的工作中,使用直方图和统计量(矩)(例如峰度和偏度)分析了房间传递函数(RTF)的频谱幅度。在这项工作中,以上分析扩展到了双耳房间冲激响应(BRIR),并讨论了统计措施对房间声学特性(如混响时间,房间大小和源-接收器距离)的依赖性。重点介绍了幅度平方相干性(MSC)的双耳测量,它被认为是与诸如声源宽度,包络和宽敞度等感知方面有关的双耳听力的重要提示。在简要概述了现有的MSC模型之后,基于伽马通滤波器组,研究了一种基于感知的MSC实现。给出了各种房间和源接收器位置的MSC结果,并与现有MSC模型相关。

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