Identification of linear and bilinear systems: A unified study

J Benesty, C Paleologu, LM Dogariu, S Ciochină - Electronics, 2021 - mdpi.com
System identification problems are always challenging to address in applications that
involve long impulse responses, especially in the framework of multichannel systems. In this …

Kronecker product multichannel linear filtering for adaptive weighted prediction error-based speech dereverberation

G Huang, J Benesty, I Cohen… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
Reverberation, whichis caused by late reflections, impairs not only speech quality but also
intelligibility. Consequently, dereverberation, a process to mitigate the impact of …

Identification of room acoustic impulse responses via Kronecker product decompositions

LM Dogariu, J Benesty, C Paleologu… - … /ACM Transactions on …, 2022 - ieeexplore.ieee.org
The identification of room acoustic impulse responses represents a challenging problem in
the framework of many important applications related to the acoustic environment, like echo …

Linear system identification based on a third-order tensor decomposition

J Benesty, C Paleologu… - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
A wide variety of system identification problems can be efficiently addressed based on the
Kronecker product decomposition of the impulse response, together with low-rank …

Differential beamforming from a geometric perspective

J Jin, J Benesty, J Chen… - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Differential microphone arrays (DMAs) have demonstrated a great potential for solving the
high-fidelity sound acquisition problem in a wide range of applications as they possess …

Decomposition-based wiener filter using the Kronecker product and conjugate gradient method

CL Stanciu, J Benesty, C Paleologu… - … on Audio, Speech …, 2023 - ieeexplore.ieee.org
The identification of long-length impulse responses represents a challenge in the context of
many applications, like echo cancellation. Recently, the problem has been addressed in the …

A proposed method to improve the WER of an ASR system in the noisy reverberant room

ME Sadeghi, H Sheikhzadeh, MJ Emadi - Journal of the Franklin Institute, 2024 - Elsevier
This paper proposes a novel approach to reducing the word error rate (WER) of an
automatic speech recognition (ASR) system in a noisy reverberant room. This research …

Constant-beamwidth kronecker product beamforming with nonuniform planar arrays

A Frank, I Cohen - Frontiers in Signal Processing, 2022 - frontiersin.org
In this paper, we address the problem of constant-beamwidth beamforming using
nonuniform planar arrays. We propose two techniques for designing planar beamformers …

Efficient algorithms for linear system identification with particular symmetric filters

ID Fîciu, J Benesty, LM Dogariu, C Paleologu… - Applied Sciences, 2022 - mdpi.com
In linear system identification problems, it is important to reveal and exploit any specific
intrinsic characteristic of the impulse responses, in order to improve the overall performance …

Acoustic system identification with partially time-varying models based on tensor decompositions

G Huang, J Benesty, J Chen… - … on Acoustic Signal …, 2022 - ieeexplore.ieee.org
Acoustic system identification, which aims at estimating the channel impulse response from
a source of interest to the microphone position, plays an important role in many applications …