Phase-aware single-channel speech enhancement with modulation-domain Kalman filtering

N Dionelis, M Brookes - IEEE/ACM Transactions on Audio …, 2018 - ieeexplore.ieee.org
We present a speech enhancement algorithm that performs modulation-domain Kalman
filtering to track the speech phase using circular statistics, along with the spectral log …

[PDF][PDF] Proceedings of Meetings on Acoustics

A Astolfi, A Carullo, A Vallan, L Pavese - Proceedings of Meetings on …, 2013 - core.ac.uk
Voice disorders of teachers, from the functional dysphonia to the vocal fold nodules, are
likely to result from voice abuse, erroneous behaviors in the use of voice and changes in the …

Speech enhancement using modulation-domain Kalman filtering with active speech level normalized log-spectrum global priors

N Dionelis, M Brookes - 2017 25th European Signal Processing …, 2017 - ieeexplore.ieee.org
We describe a single-channel speech enhancement algorithm that is based on modulation-
domain Kalman filtering that tracks the inter-frame time evolution of the speech logpower …

A speech enhancement algorithm based on a Chi MRF model of the speech STFT amplitudes

Y Andrianakis, PR White - IEEE transactions on audio, speech …, 2009 - ieeexplore.ieee.org
A speech enhancement algorithm that takes advantage of the time and frequency
dependencies of speech signals is presented in this paper. The above dependencies are …

On single-channel speech enhancement and on non-linear modulation-domain Kalman filtering

N Dionelis - arXiv preprint arXiv:1811.00078, 2018 - arxiv.org
This report focuses on algorithms that perform single-channel speech enhancement. The
author of this report uses modulation-domain Kalman filtering algorithms for speech …

Factor graph decoding for speech presence probability estimation

T Glarner, MM Momenzadeh, L Drude… - … ; 12. ITG Symposium, 2016 - ieeexplore.ieee.org
This paper is concerned with speech presence probability estimation employing an explicit
model of the temporal and spectral correlations of speech. An undirected graphical model is …

Improved a priori SNR estimation with application in Log-MMSE speech estimation

N Höglund, S Nordholm - … of Signal Processing to Audio and …, 2009 - ieeexplore.ieee.org
A speech enhancement method utilizing the harmonic structure of speech is presented. The
method is an extension of the well known minimum mean square error log-spectral …

Bayesian algorithms for speech enhancement

I Andrianakis - 2007 - eprints.soton.ac.uk
The portability of modern voice processing devices allows them to be used in environments
where background noise conditions can be adverse. Background noise can deteriorate the …

[PDF][PDF] A Data Field method for speech enhancement incorporating Binary Time-Frequency Masking

J Huang, Y Zhang, X Zhang, T Zhu - Electrical Review, 2011 - pe.org.pl
A data field approach coupled with binary time-frequency masking is presented for the
speech enhancement problem. In this proposed approach, data field method is employed to …

Markov random field in speech enhancement: Application for tonal languages

T Saimai, C Tantibundhit, C Onsuwan… - … of Meetings on …, 2013 - pubs.aip.org
In recent years, researchers have been searching for an efficient way to increase
intelligibility of speech. A topic, which is known as speech enhancement in noisy …