Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric
Prediction for Speech Enhancement

Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement

14 December 2023

William Ravenscroft

Thomas Hain

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Papers citing "Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement"

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Title
The Effect of Spoken Language on Speech Enhancement using Self-Supervised Speech Representation Loss Functions George Close Thomas Hain Stefan Goetze 50 8 0 27 Jul 2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze SSL 65 12 0 11 Jan 2023
CMGAN: Conformer-based Metric GAN for Speech Enhancement Ru Cao Sherif Abdulatif Bin Yang 66 98 0 28 Mar 2022
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data George Close Thomas Hain Stefan Goetze 48 9 0 23 Mar 2022
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Paris Smaragdis Anurag Kumar CLL 59 54 0 17 Feb 2022
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 80 46 0 12 Oct 2021
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 83 226 0 05 Oct 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 180 2,989 0 14 Jun 2021
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement Szu-Wei Fu Cheng Yu Tsun-An Hsieh Peter William VanHarn Plantinga Mirco Ravanelli Xugang Lu Yu Tsao 69 216 0 08 Apr 2021
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 89 129 0 14 Jul 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 227 3,153 0 16 May 2020
WHAM!: Extending Speech Separation to Noisy Environments Gordon Wichern J. Antognini Michael Flynn Licheng Richard Zhu E. McQuinn Dwight Crow Ethan Manilow Jonathan Le Roux 84 351 0 02 Jul 2019
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement Szu-Wei Fu Chien-Feng Liao Yu Tsao Shou-De Lin 58 331 0 13 May 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 151 1,202 0 06 Nov 2018