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Maximum Likelihood Estimation of the Direction of Sound In A Reverberant Noisy Environment
Published 24 Jun 2024 in cs.SD, cs.LG, and eess.AS | (2406.17103v2)
Abstract: We describe a new method for estimating the direction of sound in a reverberant environment from basic principles of sound propagation. The method utilizes SNR-adaptive features from time-delay and energy of the directional components after acoustic wave decomposition of the observed sound field to estimate the line-of-sight direction under noisy and reverberant conditions. The effectiveness of the approach is established with measured data of different microphone array configurations under various usage scenarios.
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