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Fundamentals, present and future perspectives of speech enhancement
Speech enhancement has substantial interest in the utilization of speaker identification,
video-conference, speech transmission through communication channels, speech-based …
video-conference, speech transmission through communication channels, speech-based …
[PDF][PDF] A review of signal subspace speech enhancement and its application to noise robust speech recognition
The objective of this paper is threefold:(1) to provide an extensive review of signal subspace
speech enhancement,(2) to derive an upper bound for the performance of these techniques …
speech enhancement,(2) to derive an upper bound for the performance of these techniques …
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 been elusive due to lack of a …
enhancement algorithms proposed over the years has been elusive due to lack of a …
Objective measures for predicting speech intelligibility in noisy conditions based on new band-importance functions
J Ma, Y Hu, PC Loizou - The Journal of the Acoustical Society of …, 2009 - pubs.aip.org
The articulation index (AI), speech-transmission index (STI), and coherence-based
intelligibility metrics have been evaluated primarily in steady-state noisy conditions and …
intelligibility metrics have been evaluated primarily in steady-state noisy conditions and …
On optimal frequency-domain multichannel linear filtering for noise reduction
Several contributions have been made so far to develop optimal multichannel linear filtering
approaches and show their ability to reduce the acoustic noise. However, there has not …
approaches and show their ability to reduce the acoustic noise. However, there has not …
A comparative intelligibility study of single-microphone noise reduction algorithms
The evaluation of intelligibility of noise reduction algorithms is reported. IEEE sentences and
consonants were corrupted by four types of noise including babble, car, street and train at …
consonants were corrupted by four types of noise including babble, car, street and train at …
An integrated solution for online multichannel noise tracking and reduction
Noise statistics estimation is a paramount issue in the design of reliable noise-reduction
algorithms. Although significant efforts have been devoted to this problem in the literature …
algorithms. Although significant efforts have been devoted to this problem in the literature …
A parallel-data-free speech enhancement method using multi-objective learning cycle-consistent generative adversarial network
Y **ang, C Bao - IEEE/ACM Transactions on Audio, Speech …, 2020 - ieeexplore.ieee.org
Recently, deep neural networks (DNNs) have become the mainstream strategy for speech
enhancement task because it can achieve the higher speech quality and intelligibility than …
enhancement task because it can achieve the higher speech quality and intelligibility than …
SNR loss: A new objective measure for predicting the intelligibility of noise-suppressed speech
J Ma, PC Loizou - Speech communication, 2011 - Elsevier
Most of the existing intelligibility measures do not account for the distortions present in
processed speech, such as those introduced by speech-enhancement algorithms. In the …
processed speech, such as those introduced by speech-enhancement algorithms. In the …