MAXIMUM LIKELIHOOD ESTIMATION OF THE DIRECTION OF SOUND IN A REVERBERANT NOISY ENVIRONMENT

被引:0
|
作者
Mansour, Mohamed F. [1 ]
机构
[1] Amazon Inc, Seattle, WA 98109 USA
关键词
Maximum-Likelihood Estimation; Direction of Arrival; Reverberation; Room Acoustics; Wave Decomposition; SOURCE LOCALIZATION; ROBOTICS;
D O I
10.1109/IWAENC61483.2024.10694196
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
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.
引用
收藏
页码:16 / 20
页数:5
相关论文
共 50 条
  • [31] Maximum likelihood estimation of structural wave components from noisy data
    Halliday, PJ
    Grosh, K
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2002, 111 (04): : 1709 - 1717
  • [32] New maximum likelihood motion estimation schemes for noisy ultrasound images
    Cohen, B
    Dinstein, I
    PATTERN RECOGNITION, 2002, 35 (02) : 455 - 463
  • [33] Noisy independent component analysis, maximum likelihood estimation, and competitive learning
    Hyvarinen, A
    IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, 1998, : 2282 - 2287
  • [34] Adjusted maximum likelihood and pseudo-likelihood estimation for noisy Gaussian Markov random fields
    Dryden, I
    Ippoliti, L
    Romagnoli, L
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2002, 11 (02) : 370 - 388
  • [35] On the angular error of intensity vector based direction of arrival estimation in reverberant sound fields
    Levin, Dovid
    Habets, Emanuel A. P.
    Gannot, Sharon
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2010, 128 (04): : 1800 - 1811
  • [36] Maximum likelihood estimation of a sensor configuration in a polygonal environment
    Takeda, H
    15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS, 2000, : 446 - 450
  • [37] PSD Estimation and Source Separation in a Noisy Reverberant Environment Using a Spherical Microphone Array
    Fahim, Abdullah
    Samarasinghe, Prasanga N.
    Abhayapala, Thushara D.
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (09) : 1594 - 1607
  • [38] MAXIMUM LIKELIHOOD AND MAXIMUM A POSTERIORI DIRECTION-OF-ARRIVAL ESTIMATION IN THE PRESENCE OF SIRP NOISE
    Zhang, Xin
    El Korso, Mohammed Nabil
    Pesavento, Marius
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 3081 - 3085
  • [39] Maximum likelihood direction-of-arrival estimation of BPSK modulated carriers
    de Souza, MA
    Fortes, JMP
    ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 1043 - 1047
  • [40] A maximum likelihood function approach to direction estimation based on evolutionary algorithms
    Qiang, Y
    Wu, LL
    Jiao, LC
    ICCIMA 2003: FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND MULTIMEDIA APPLICATIONS, PROCEEDINGS, 2003, : 27 - 31