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End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks

IEEE/ACM transactions on audio, speech, and language processing, 2018-09, Vol.26 (9), p.1570-1584

2018

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Learning Complex Spectral Mapping With Gated Convolutional Recurrent Networks for Monaural Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2020-01, Vol.28, p.380-390

2020

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TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.6875-6879

2019

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Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers

IEEE signal processing letters, 2024-06, p.1-5

2024

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Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.871-875

2020

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Fundamentals, present and future perspectives of speech enhancement

International journal of speech technology, 2021-12, Vol.24 (4), p.883-901

2021

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WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-End Speech Enhancement

IEEE signal processing letters, 2020, Vol.27, p.2149-2153

2020

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Improving generative adversarial networks for speech enhancement through regularization of latent representations

Speech communication, 2020-04, Vol.118, p.1-9

2020

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Complex Spectral Mapping with a Convolutional Recurrent Network for Monaural Speech Enhancement

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.6865-6869

2019

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An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device

IEEE signal processing letters, 2017-11, Vol.24 (11), p.1601-1605

2017

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pDenoiser: A Personalized Speech Enhancement Neural Network for Pre-hospital Emergency Medical Services

IEEE journal of biomedical and health informatics, 2024-05, Vol.PP, p.1-12

2024

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Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.1829-1843

2021

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FNeural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated full- and sub-band Modeling

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Channel-Attention Dense U-Net for Multichannel Speech Enhancement

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.836-840

2020

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MCNET: Fuse Multiple Cues for Multichannel Speech Enhancement

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Speech Enhancement-A Review of Modern Methods

IEEE transactions on human-machine systems, 2024-02, Vol.54 (1), p.110-120

O'Shaughnessy, Douglas

2024

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Efficient Personalized Speech Enhancement Through Self-Supervised Learning

IEEE journal of selected topics in signal processing, 2022-10, Vol.16 (6), p.1342-1356

2022

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Speech Enhancement Based on Teacher-Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition

IEEE/ACM transactions on audio, speech, and language processing, 2019-12, Vol.27 (12), p.2080-2091

2019

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Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.716-720

2018

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New research on monaural speech segregation based on quality assessment

Computer speech & language, 2024-04, Vol.85, p.101601, Article 101601

2024

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Deep-learning-based audio-visual speech enhancement in presence of Lombard effect

Speech communication, 2019-12, Vol.115, p.38-50

2019

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Phase Reconstruction in Single Channel Speech Enhancement Based on Phase Gradients and Estimated Clean-Speech Amplitudes

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.1461-1465

2024

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On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.12181-12185

2024

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PFRNet: Dual-Branch Progressive Fusion Rectification Network for Monaural Speech Enhancement

IEEE signal processing letters, 2022, Vol.29, p.1-5

2022

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Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement

IEEE transactions on signal processing, 2021-01, Vol.69, p.1899-1909

2021

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End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks

Learning Complex Spectral Mapping With Gated Convolutional Recurrent Networks for Monaural Speech Enhancement

TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain

Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers

Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement

Fundamentals, present and future perspectives of speech enhancement

WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-End Speech Enhancement

Improving generative adversarial networks for speech enhancement through regularization of latent representations

Complex Spectral Mapping with a Convolutional Recurrent Network for Monaural Speech Enhancement

An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device

pDenoiser: A Personalized Speech Enhancement Neural Network for Pre-hospital Emergency Medical Services

Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement

FNeural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated full- and sub-band Modeling

Channel-Attention Dense U-Net for Multichannel Speech Enhancement

MCNET: Fuse Multiple Cues for Multichannel Speech Enhancement

Speech Enhancement-A Review of Modern Methods

Efficient Personalized Speech Enhancement Through Self-Supervised Learning

Speech Enhancement Based on Teacher-Student Deep Learning Using Improved Speech Presence Probability for Noise-Robust Speech Recognition

Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization

New research on monaural speech segregation based on quality assessment

Deep-learning-based audio-visual speech enhancement in presence of Lombard effect

Phase Reconstruction in Single Channel Speech Enhancement Based on Phase Gradients and Estimated Clean-Speech Amplitudes

On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement

PFRNet: Dual-Branch Progressive Fusion Rectification Network for Monaural Speech Enhancement

Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement

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