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
来源：
2024 18TH INTERNATIONAL WORKSHOP ON ACOUSTIC SIGNAL ENHANCEMENT, IWAENC 2024 | 2024年
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
  • [1] Maximum likelihood approach to speech enhancement for noisy reverberant signals
    Yoshioka, Takuya
    Nakatani, Tomohiro
    Hikichi, Takafumi
    Miyoshi, Masato
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 4585 - 4588
  • [2] A genetic algorithm for the maximum likelihood estimation of the parameters of sinusoids in a noisy environment
    Ahmed S. Abutaleb
    Circuits, Systems and Signal Processing, 1997, 16 : 69 - 81
  • [3] A Maximum a Posteriori Sound Source Localization in Reverberant and Noisy Conditions
    Choi, Jinho
    Yoo, Chang D.
    11TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2010 (INTERSPEECH 2010), VOLS 3 AND 4, 2010, : 2770 - 2773
  • [4] A genetic algorithm for the maximum likelihood estimation of the parameters of sinusoids in a noisy environment
    Abutaleb, AS
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 1997, 16 (01) : 69 - 81
  • [5] A LEARNING-BASED APPROACH TO DIRECTION OF ARRIVAL ESTIMATION IN NOISY AND REVERBERANT ENVIRONMENTS
    Xiao, Xiong
    Zhao, Shengkui
    Zhong, Xionghu
    Jones, Douglas L.
    Chng, Eng Siong
    Li, Haizhou
    2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 2814 - 2818
  • [6] Time difference of arrival estimation of speech source in a noisy and reverberant environment
    Dvorkind, TG
    Gannot, S
    SIGNAL PROCESSING, 2005, 85 (01) : 177 - 204
  • [7] Amplitude estimation via maximum likelihood on noisy quantum computer
    Tomoki Tanaka
    Yohichi Suzuki
    Shumpei Uno
    Rudy Raymond
    Tamiya Onodera
    Naoki Yamamoto
    Quantum Information Processing, 2021, 20
  • [8] Amplitude estimation via maximum likelihood on noisy quantum computer
    Tanaka, Tomoki
    Suzuki, Yohichi
    Uno, Shumpei
    Raymond, Rudy
    Onodera, Tamiya
    Yamamoto, Naoki
    QUANTUM INFORMATION PROCESSING, 2021, 20 (09)
  • [9] Direction of Arrival Estimation for Reverberant Speech Based on Enhanced Decomposition of the Direct Sound
    Madmoni, Lior
    Rafaely, Boaz
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2019, 13 (01) : 131 - 142
  • [10] Deterministic Maximum Likelihood Direction of Arrival Estimation using GSA
    Sharma, Abhinav
    Mathur, Sanjay
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 415 - 419
12345