Bioacoustic signal denoising: a review

J Xie, JG Colonna, J Zhang - Artificial Intelligence Review, 2021 - Springer
Animal biodiversity has been experiencing rapid decline due to various reasons such as
habitat loss and degradation, invasive species, and environment pollution. Recent advances …

DNSMOS P. 835: A non-intrusive perceptual objective speech quality metric to evaluate noise suppressors

CKA Reddy, V Gopal, R Cutler - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Human subjective evaluation is the" gold standard" to evaluate speech quality optimized for
human perception. Perceptual objective metrics serve as a proxy for subjective scores. We …

A wavenet for speech denoising

D Rethage, J Pons, X Serra - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Most speech processing techniques use magnitude spectrograms as front-end and are
therefore by default discarding part of the signal: the phase. In order to overcome this …

Evaluation of objective quality measures for speech enhancement

Y Hu, PC Loizou - IEEE Transactions on audio, speech, and …, 2007 - ieeexplore.ieee.org
In this paper, we evaluate the performance of several objective measures in terms of
predicting the quality of noisy speech enhanced by noise suppression algorithms. The …

Quality-Net: An end-to-end non-intrusive speech quality assessment model based on BLSTM

SW Fu, Y Tsao, HT Hwang, HM Wang - arXiv preprint arXiv:1808.05344, 2018 - arxiv.org
Nowadays, most of the objective speech quality assessment tools (eg, perceptual evaluation
of speech quality (PESQ)) are based on the comparison of the degraded/processed speech …

A geometric approach to spectral subtraction

Y Lu, PC Loizou - Speech communication, 2008 - Elsevier
The traditional power spectral subtraction algorithm is computationally simple to implement
but suffers from musical noise distortion. In addition, the subtractive rules are based on …

Signal compaction using polynomial EVD for spherical array processing with applications

VW Neo, C Evers, S Weiss… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
Multi-channel signals captured by spatially separated sensors often contain a high level of
data redundancy. A compact signal representation enables more efficient storage and …

Speech enhancement with EMD and hurst-based mode selection

L Zão, R Coelho, P Flandrin - IEEE/ACM Transactions on Audio …, 2014 - ieeexplore.ieee.org
This paper presents a speech enhancement technique for signals corrupted by
nonstationary acoustic noises. The proposed approach applies the empirical mode …

Speech enhancement algorithm based on super-Gaussian modeling and orthogonal polynomials

BM Mahmmod, T Baker, F Al-Obeidat… - IEEE …, 2019 - ieeexplore.ieee.org
Different types of noise from the surrounding always interfere with speech and produce
annoying signals for the human auditory system. To exchange speech information in a noisy …

High capacity speech steganography for the G723. 1 coder based on quantised line spectral pairs interpolation and CNN auto-encoding

H Kheddar, D Megías - Applied Intelligence, 2022 - Springer
In this paper, a novel steganographic method for Voice over IP applications—called
Steganography-based Interpolation and Auto-Encoding (SIAE)—is proposed. The aim of the …