Data-efficient framework for real-world multiple sound source 2D localization

G Le Moing, P Vinayavekhin… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
Deep neural networks have recently led to promising results for the task of multiple sound
source localization. Yet, they require a lot of training data to cover a variety of acoustic …

Distributed self-localization for acoustic transceiver networks

X Wang, D Hu - IEEE Signal Processing Letters, 2023 - ieeexplore.ieee.org
Today, we are often surrounded by a lot of acoustic transceivers, such as smartphones,
tablets, and smart speakers. If they constitute an acoustic transceiver network (ATN), they …

Incorporating lip features into audio-visual multi-speaker doa estimation by gated fusion

Y Jiang, H Chen, J Du, Q Wang… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
The audio-visual direction of arrival (DOA) estimation has demonstrated superior
performance recently. In this paper, we present a novel audio-visual multi-speaker DOA …

A novel method for microphone channel frequency response calibration based on Newton algorithm

Z Wang, Z Zhao, Z Xu - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Microphone arrays are widely applied in practical applications. In an array, each channel
conventionally contains an acoustic sensor and a following signal conditioning circuit (SCC) …

Multiple sound source separation by jointing single source zone detection and linearly constrained minimum variance

J Liu, Q Yang, M Jia, X Zhang - Proceedings of the 2020 9th International …, 2020 - dl.acm.org
In this work, a multiple speech source separation method is proposed based on single
source zone detection and linearly constrained minimum variance (LCMV) beamformer …

Perceiving the World With Sound: An Overview to Robot Audition

U Saqib, R Kerstens - Design and Control Advances in Robotics, 2023 - igi-global.com
Robot perception is the ability of a robotic platform to perceive its environment by the means
of sensor inputs, eg, laser, IMU, motor encoders, and so on. Much like humans, robots are …

Ensemble of discriminators for domain adaptation in multiple sound source 2D localization

GL Moing, DJ Agravante, T Inoue… - arXiv preprint arXiv …, 2020 - arxiv.org
This paper introduces an ensemble of discriminators that improves the accuracy of a domain
adaptation technique for the localization of multiple sound sources. Recently, deep neural …

Localización y separación del discurso de multiples interlocutores mediantes el uso de una matriz de micrófonos

F Bravo Hernández - 2021 - oa.upm.es
El objetivo de este proyecto es el de buscar una solución para dos de las tareas clave de
audición robótica, la localización de varios interlocutores y la separación de su discurso. Lo …