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Abstract:
This paper proposes a diffuseness estimation-based single-source time-frequency point (SSTP) detection method for multisource direction of arrival (DOA) estimation. According to the composition, time-frequency (TF) points are divided into three types: SSTP, multisource TF, and interference TF. SSTPs and multisource TF points are defined as weak interference time-frequency points (WITPs). An SSTP is a TF point consisting only of the direct component of one sound source, which is beneficial for DOA estimation. Therefore, multisource DOA estimation is transformed into single-source DOA estimation by SSTP detection. Diffuseness estimation is introduced for a sound field microphone array. WITPs are detected by a diffuseness estimation-based detection method. Phase similarity determination is adopted to identify SSTPs from detected WITPs. Multiple sound source localization is completed by searching peaks in the normalized histogram of DOA estimates corresponding to the detected SSTPs. Experiments demonstrate that the proposed method achieves the precise detection of SSTPs, and evaluations show that it has superior accuracy of multiple sound source counting and localization in reverberant and noisy environments.
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Source :
CIRCUITS SYSTEMS AND SIGNAL PROCESSING
ISSN: 0278-081X
Year: 2023
Issue: 8
Volume: 42
Page: 4713-4739
2 . 3 0 0
JCR@2022
ESI Discipline: ENGINEERING;
ESI HC Threshold:19
Cited Count:
WoS CC Cited Count: 0
SCOPUS Cited Count: 1
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 3
Affiliated Colleges: