[HTML][HTML] Machine learning in acoustics: Theory and applications

MJ Bianco, P Gerstoft, J Traer, E Ozanich… - The Journal of the …, 2019 - pubs.aip.org
Acoustic data provide scientific and engineering insights in fields ranging from biology and
communications to ocean and Earth science. We survey the recent advances and …

Pyroomacoustics: A python package for audio room simulation and array processing algorithms

R Scheibler, E Bezzam… - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
We present pyroomacoustics, a software package aimed at the rapid development and
testing of audio array processing algorithms. The content of the package can be divided into …

Non–line-of-sight imaging over 1.43 km

C Wu, J Liu, X Huang, ZP Li, C Yu… - Proceedings of the …, 2021 - National Acad Sciences
Non–line-of-sight (NLOS) imaging has the ability to reconstruct hidden objects from indirect
light paths that scatter multiple times in the surrounding environment, which is of …

Euclidean distance matrices: essential theory, algorithms, and applications

I Dokmanic, R Parhizkar, J Ranieri… - IEEE Signal Processing …, 2015 - ieeexplore.ieee.org
Euclidean distance matrices (EDMs) are matrices of the squared distances between points.
The definition is deceivingly simple; thanks to their many useful properties, they have found …

Learning to set waypoints for audio-visual navigation

C Chen, S Majumder, Z Al-Halah, R Gao… - arXiv preprint arXiv …, 2020 - arxiv.org
In audio-visual navigation, an agent intelligently travels through a complex, unmapped 3D
environment using both sights and sounds to find a sound source (eg, a phone ringing in …

[图书][B] Human safety and risk management

AI Glendon, S Clarke, E McKenna - 2016 - taylorfrancis.com
Reflecting a decade's worth of changes, Human Safety and Risk Management, Second
Edition contains new chapters addressing safety culture and models of risk as well as an …

VisualEchoes: Spatial Image Representation Learning Through Echolocation

R Gao, C Chen, Z Al-Halah, C Schissler… - Computer Vision–ECCV …, 2020 - Springer
Several animal species (eg, bats, dolphins, and whales) and even visually impaired humans
have the remarkable ability to perform echolocation: a biological sonar used to perceive …

Acoustic non-line-of-sight imaging

DB Lindell, G Wetzstein… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Abstract Non-line-of-sight (NLOS) imaging enables unprecedented capabilities in a wide
range of applications, including robotic and machine vision, remote sensing, autonomous …

Evaluation of position-related information in multipath components for indoor positioning

E Leitinger, P Meissner, C Rüdisser… - IEEE Journal on …, 2015 - ieeexplore.ieee.org
Location awareness is a key factor for a wealth of wireless indoor applications. Its provision
requires the careful fusion of diverse information sources. For agents that use radio signals …

Voice localization using nearby wall reflections

S Shen, D Chen, YL Wei, Z Yang… - Proceedings of the 26th …, 2020 - dl.acm.org
Voice assistants such as Amazon Echo (Alexa) and Google Home use microphone arrays to
estimate the angle of arrival (AoA) of the human voice. This paper focuses on adding user …