Multi-source DOA estimation in reverberant environments by jointing detection and modeling of time-frequency points

M Jia, Y Wu, C Bao, C Ritz - IEEE/ACM Transactions on Audio …, 2020 - ieeexplore.ieee.org
In this article, the direction of arrival (DOA) estimation of multiple speech sources in
reverberant environments is investigated based on the recording of a soundfield …

Audio-visual based non-line-of-sight sound source localization: A feasibility study

EA King, A Tatoglu, D Iglesias, A Matriss - Applied Acoustics, 2021 - Elsevier
This paper examines the feasibility of using an audio-visual methodology for sound source
localization of acoustic sources hidden from direct view. A four channel microphone array is …

Multi-source DOA estimation in reverberant environments using potential single-source points enhancement

M Jia, Y Jia, S Gao, J Wang, S Wang - Applied Acoustics, 2021 - Elsevier
Abstract 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 …

Multiple-Speech-Source DOA Estimation Based on Single-Source Cluster Detection

L Li, M Jia, J Wang, R Cao - IEEE/ACM Transactions on Audio …, 2023 - ieeexplore.ieee.org
This study proposes multiple-speech-source direction-of-arrival (DOA) estimation based on
the distribution characteristic of the time-frequency (TF) point dominated by a single-source …

Two-dimensional detection based LRSS point recognition for multi-source DOA estimation

M Jia, S Gao, Y Wu, C Bao, C Ritz - Applied Acoustics, 2022 - Elsevier
This paper aims to tackle the multiple source localization problem using the signals
recorded by a B-format microphone in reverberant environments. The proposed approach …

Source cancellation in cross-correlation functions for broadband multisource DOA estimation

D Diaz-Guerra, JR Beltran - Signal Processing, 2020 - Elsevier
In multi-source localization systems, a stronger source can hide weaker sources. In this
paper, we present a new technique to eliminate the effect of a source in the Generalized …

Multi-sound-source localization using machine learning for small autonomous unmanned vehicles with a self-rotating bi-microphone array

D Gala, N Lindsay, L Sun - Journal of Intelligent & Robotic Systems, 2021 - Springer
While vision-based localization techniques have been widely studied for small autonomous
unmanned vehicles (SAUVs), sound-source localization capabilities have not been fully …

Multisource localization based on angle distribution of time–frequency points using an FOA microphone

L Tao, M Jia, L Li, J Wang… - CAAI Transactions on …, 2023 - Wiley Online Library
Multisource localization occupies an important position in the field of acoustic signal
processing and is widely applied in scenarios, such as human‐machine interaction and …

Diffuseness Estimation-Based SSTP Detection for Multiple Sound Source Localization in Reverberant Environments

Y Zhang, M Jia, S Gao, J Wang - Circuits, Systems, and Signal Processing, 2023 - Springer
This paper proposes a diffuseness estimation-based single-source time–frequency point
(SSTP) detection method for multisource direction of arrival (DOA) estimation. According to …

S1 and S2 heart sound recognition using optimized BP neural network

X Chundong, L Qinghua, Z Jing - Proceedings of the 2019 11th …, 2019 - dl.acm.org
For the problems of Back Propagation (BP) neural network relying on initial weights, slowing
convergence and easily falling into local extremum, the development ability of standard …