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09/18/2023
Utilizing Whisper to Enhance Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids
Automated assessment of speech intelligibility in hearing aid (HA) devic...
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10/27/2022
A Teacher-student Framework for Unsupervised Speech Enhancement Using Noise Remixing Training and Two-stage Inference
The lack of clean speech is a practical challenge to the development of ...
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03/31/2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement
Speech enhancement (SE) performance has improved considerably since the ...
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03/30/2022
Multi-target Filter and Detector for Unknown-number Speaker Diarization
A strong representation of a target speaker can aid in extracting import...
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10/12/2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech
Most of the deep learning-based speech enhancement models are learned in...
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04/08/2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement
The discrepancy between the cost function used for training a speech enh...
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12/17/2020
Speech Enhancement with Zero-Shot Model Selection
Recent research on speech enhancement (SE) has seen the emergence of dee...
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12/07/2020
ECG Signal Super-resolution by Considering Reconstruction and Cardiac Arrhythmias Classification Loss
With recent advances in deep learning algorithms, computer-assisted heal...
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11/09/2020
STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model
The calculation of most objective speech intelligibility assessment metr...
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06/18/2020
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing
The Transformer architecture has shown its superior ability than recurre...
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05/24/2020
SERIL: Noise Adaptive Speech Enhancement using Regularization-based Incremental Learning
Numerous noise adaptation techniques have been proposed to address the m...
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04/17/2019
