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02/22/2022
Continuous Speech for Improved Learning Pathological Voice Disorders
Goal: Numerous studies had successfully differentiated normal and abnorm...
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10/19/2021
Speech Enhancement Based on Cyclegan with Noise-informed Training
Speech enhancement (SE) approaches can be classified into supervised and...
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10/19/2021
Speech Enhancement-assisted Stargan Voice Conversion in Noisy Environments
Numerous voice conversion (VC) techniques have been proposed for the con...
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01/07/2021
Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario
Multi-task learning (MTL) and attention mechanism have been proven to ef...
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08/21/2020
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application
In this paper, we present a deep learning-based speech signal-processing...
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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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12/27/2019
MoEVC: A Mixture-of-experts Voice Conversion System with Sparse Gating Mechanism for Accelerating Online Computation
With the recent advancements of deep learning technologies, the performa...
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11/22/2019
Time-Domain Multi-modal Bone/air Conducted Speech Enhancement
Integrating modalities, such as video signals with speech, has been show...
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11/19/2019
Distributed Microphone Speech Enhancement based on Deep Learning
Speech-related applications deliver inferior performance in complex nois...
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11/10/2018
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition
Conventional deep neural network (DNN)-based speech enhancement (SE) app...
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11/08/2018
Speech Enhancement Based on Reducing the Detail Portion of Speech Spectrograms in Modulation Domain via Discrete Wavelet Transform
In this paper, we propose a novel speech enhancement (SE) method by expl...
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01/12/2018
Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm
Reverberation, which is generally caused by sound reflections from walls...
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01/12/2018
Speech Dereverberation Based on Integrated Deep and Ensemble Learning
Reverberation, which is generally caused by sound reflections from walls...
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09/01/2017
Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network
Speech enhancement (SE) aims to reduce noise in speech signals. Most SE ...
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03/30/2017
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks
Speech enhancement (SE) aims to reduce noise in speech signals. Most SE ...
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03/30/2017