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作者:

Jia, Maoshen (Jia, Maoshen.) | Jia, Yitian (Jia, Yitian.) | Gao, Shang (Gao, Shang.) | Wang, Jing (Wang, Jing.) | Wang, Shusen (Wang, Shusen.)

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摘要:

Direction-of-arrival (DOA) estimation of multiple speech sources in enclosed environments is a hot topic in the acoustic field. Reverberation and multi-source overlapping are the primary challenges in multisource localization. These disturbances result a performance degradation. In this paper, a new method for multi-source DOA estimation in reverberant environments is presented using potential single-source points enhancement. First, we made a statistical investigation about the effect of reverberation on single-source points (SSPs) whose components dominantly derive from only one source. From the experimental results, it is found that several time-frequency points detected as SSPs in anechoic environments are converted into non-SSPs when the signals are recorded in reverberant conditions. These points are defined as potential SSPs in this paper. Then, potential SSPs enhancement algorithm is designed to suppress the effect of reverberation for SSPs detection. Finally, DOA estimation is accomplished by post-processing the histogram, which is generated by the DOA estimates calculated at the detected SSPs. We conducted objective evaluations in both simulated and real environments. Experiment results indicate that the localization scheme proposed in this paper is more efficient with some state-of-the-art localization methods in terms of both DOA estimation and source counting. (C) 2020 Elsevier Ltd. All rights reserved.

关键词:

Reverberation Single-source points detection Multiple speech sources Direction of arrival estimation

作者机构:

  • [ 1 ] [Jia, Maoshen]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 2 ] [Jia, Yitian]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 3 ] [Gao, Shang]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 4 ] [Wang, Jing]Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
  • [ 5 ] [Wang, Shusen]AES Beijing Sci & Technol Co Ltd, Beijing 100045, Peoples R China

通讯作者信息:

  • [Jia, Maoshen]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China

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来源 :

APPLIED ACOUSTICS

ISSN: 0003-682X

年份: 2021

卷: 174

3 . 4 0 0

JCR@2022

ESI学科: PHYSICS;

ESI高被引阀值:72

JCR分区:1

被引次数:

WoS核心集被引频次: 6

SCOPUS被引频次: 7

ESI高被引论文在榜: 0 展开所有

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