Speech enhancement

Known as: Enhancement 
Speech enhancement aims to improve speech quality by using various algorithms. The objective of enhancement is improvement in intelligibility and/or… (More)
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Audio signal processingKalman filterMobile phoneSpeech coding
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Papers overview

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Review
2017
Review
2017
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation
Speech enhancement and separation are core problems in audio signal processing, with commercial applications in devices as… (More)
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Highly Cited
2015
Highly Cited
2015
A Regression Approach to Speech Enhancement Based on Deep Neural Networks
In contrast to the conventional minimum mean square error (MMSE)-based noise reduction techniques, we propose a supervised method… (More)
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Highly Cited
2008
Highly Cited
2008
Evaluation of Objective Quality Measures for Speech Enhancement
In this paper, we evaluate the performance of several objective measures in terms of predicting the quality of noisy speech… (More)
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Highly Cited
2007
Highly Cited
2007
Subjective comparison and evaluation of speech enhancement algorithms
Making meaningful comparisons between the performance of the various speech enhancement algorithms proposed over the years, has… (More)
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Highly Cited
2002
Highly Cited
2002
Noise estimation by minima controlled recursive averaging for robust speech enhancement
In this letter, we introduce a minima controlled recursive averaging (MCRA) approach for noise estimation. The noise estimate is… (More)
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Highly Cited
2002
Highly Cited
2002
GSVD-based optimal filtering for single and multimicrophone speech enhancement
In this paper, a generalized singular value decomposition (GSVD) based algorithm is proposed for enhancing multimicrophone speech… (More)
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Highly Cited
2001
Highly Cited
2001
Signal enhancement using beamforming and nonstationarity with applications to speech
We consider a sensor array located in an enclosure, where arbitrary transfer functions (TFs) relate the source signal and the… (More)
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Highly Cited
2001
Highly Cited
2001
Robust automatic speech recognition with missing and unreliable acoustic data
Human speech perception is robust in the face of a wide variety of distortions, both experimentally applied and naturally… (More)
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Highly Cited
1999
Highly Cited
1999
Single channel speech enhancement based on masking properties of the human auditory system
ix Notation and Terminology xi 
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Highly Cited
1996
Highly Cited
1996
Speech enhancement based on a priori signal to noise estimation
This paper addresses the problem of single microphone frequency domain speech enhancement in noisy environments. The main… (More)
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