Self-localization of ad-hoc arrays using time difference of arrivals

L Wang, TK Hon, JD Reiss… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
We investigate the problem of sensor and source joint localization using time-difference of
arrivals (TDOAs) of an ad-hoc array. A major challenge is that the TDOAs contain unknown …

Evaluation and comparison of late reverberation power spectral density estimators

S Braun, A Kuklasiński, O Schwartz… - … on Audio, Speech …, 2018 - ieeexplore.ieee.org
Reduction of late reverberation can be achieved using spatio-spectral filters, such as the
multichannel Wiener filter. To compute this filter, an estimate of the late reverberation power …

Acoustic sensing from a multi-rotor drone

L Wang, A Cavallaro - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
We propose a time-frequency processing method that localizes and enhances a target
sound by exploiting spectral and spatial characteristics of the ego-noise captured by a …

Blind speech separation and enhancement with GCC-NMF

SUN Wood, J Rouat, S Dupont… - IEEE/ACM Transactions …, 2017 - ieeexplore.ieee.org
We present a blind source separation algorithm named GCC-NMF that combines
unsupervised dictionary learning via non-negative matrix factorization (NMF) with spatial …

Deep learning assisted time-frequency processing for speech enhancement on drones

L Wang, A Cavallaro - IEEE Transactions on Emerging Topics …, 2020 - ieeexplore.ieee.org
This article fills the gap between the growing interest in signal processing based on Deep
Neural Networks (DNN) and the new application of enhancing speech captured by …

A blind source separation framework for ego-noise reduction on multi-rotor drones

L Wang, A Cavallaro - IEEE/ACM Transactions on Audio …, 2020 - ieeexplore.ieee.org
Acoustic sensing from a multi-rotor drone is heavily degraded by the strong ego-noise
produced by the rotating motors and propellers. To address this problem, we propose a …

An iterative approach to source counting and localization using two distant microphones

L Wang, TK Hon, JD Reiss… - IEEE/ACM transactions …, 2016 - ieeexplore.ieee.org
We propose a time difference of arrival (TDOA) estimation framework based on time-
frequency inter-channel phase difference (IPD) to count and localize multiple acoustic …

Correlation maximization-based sampling rate offset estimation for distributed microphone arrays

L Wang, S Doclo - IEEE/ACM Transactions on Audio, Speech …, 2016 - ieeexplore.ieee.org
In this paper, we investigate the sampling rate mismatch problem in distributed microphone
arrays and propose a correlation maximization algorithm to blindly estimate the sampling …

Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles

L Wang, A Cavallaro - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
When a micro aerial vehicle (MAV) captures sounds emitted by a ground or aerial source, its
motors and propellers are much closer to the microphone (s) than the sound source, thus …

Convex estimation of sparse-smooth power spectral densities from mixtures of realizations with application to weather radar

H Kuroda, D Kitahara, E Yoshikawa, H Kikuchi… - IEEE …, 2023 - ieeexplore.ieee.org
In this paper, we propose a convex optimization-based estimation of sparse and smooth
power spectral densities (PSDs) of complex-valued random processes from mixtures of …