MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement

13 May 2019

Papers citing "MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement"

34 / 34 papers shown

Title
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet Xiang Hao Chenxiang Ma Qu Yang Jibin Wu Kay Chen Tan 18 0 0 07 Oct 2024
Global Optimisation of Black-Box Functions with Generative Models in the Wasserstein Space Tigran Ramazyan M. Hushchyn D. Derkach 34 0 0 16 Jul 2024
An Investigation of Incorporating Mamba for Speech Enhancement Rong-Yu Chao Wen-Huang Cheng Moreno La Quatra Sabato Marco Siniscalchi Chao-Han Huck Yang Szu-Wei Fu Yu Tsao Mamba 47 25 0 10 May 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Chao Zhang Pin-Yu Chen Ensiong Chng 25 20 0 19 Jan 2024
Speech Enhancement with Multi-granularity Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie M. Zhang 14 0 0 16 Feb 2023
Audio Denoising for Robust Audio Fingerprinting Kamil Akesbi 18 3 0 21 Dec 2022
Synthetic Wave-Geometric Impulse Responses for Improved Speech Dereverberation R. Aralikatti Zhenyu Tang Dinesh Manocha 18 2 0 10 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement Zhibin Qiu Mengfan Fu Yinfeng Yu Lili Yin Fuchun Sun Hao-Ming Huang DiffM 112 17 0 30 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 34 15 0 27 Oct 2022
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks Vasily Zadorozhnyy Qian Ye K. Koishida 13 8 0 26 Oct 2022
Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie M. Zhang 37 4 0 28 Sep 2022
Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks Stefan Lattner J. Nistal 30 11 0 04 Jul 2022
Efficient dynamic filter for robust and low computational feature extraction Donghyeon Kim Gwantae Kim Bokyeung Lee Jeong-gi Kwak D. Han Hanseok Ko 26 3 0 03 May 2022
FFC-SE: Fast Fourier Convolution for Speech Enhancement Ivan Shchekotov Pavel Andreev Oleg Ivanov Aibek Alanov Dmitry Vetrov 13 23 0 06 Apr 2022
CMGAN: Conformer-based Metric GAN for Speech Enhancement Ru Cao Sherif Abdulatif Bin Yang 8 91 0 28 Mar 2022
HiFi++: a Unified Framework for Bandwidth Extension and Speech Enhancement Pavel Andreev Aibek Alanov Oleg Ivanov Dmitry Vetrov 25 38 0 24 Mar 2022
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data George Close Thomas Hain Stefan Goetze 19 9 0 23 Mar 2022
MANNER: Multi-view Attention Network for Noise Erasure Hyun Joon Park Byung Ha Kang Wooseok Shin Jin Sob Kim S. W. Han 22 48 0 04 Mar 2022
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement Kuansan Wang Kai-Chun Liu Hsin-Min Wang Yu Tsao 24 1 0 14 Feb 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement Tassadaq Hussain Wei-Chien Wang M. Gogate K. Dashtipour Yu Tsao Xugang Lu A. Ahsan Amir Hussain 21 3 0 24 Jan 2022
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao DiffM 28 75 0 03 Nov 2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 32 46 0 12 Oct 2021
Controlling the Remixing of Separated Dialogue with a Non-Intrusive Quality Estimate Matteo Torcoli Jouni Paulus T. Kastner C. Uhle 18 8 0 21 Jul 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 11 141 0 22 Jun 2021
A Flow-Based Neural Network for Time Domain Speech Enhancement Martin Strauss B. Edler 15 33 0 16 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 68 94 0 27 Apr 2021
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain Kai Wang Bengbeng He Weiping Zhu 18 165 0 18 Mar 2021
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks Ju Lin A. Wijngaarden Kuang-Ching Wang M. C. Smith 10 50 0 24 Feb 2021
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 19 32 0 22 Oct 2020
HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks Jiaqi Su Zeyu Jin Adam Finkelstein 19 136 0 10 Jun 2020
Stable Training of DNN for Speech Enhancement based on Perceptually-Motivated Black-Box Cost Function M. Kawanaka Yuma Koizumi Ryoichi Miyazaki Kohei Yatabe AAML 6 22 0 14 Feb 2020
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention Yuma Koizumi Kohei Yatabe Marc Delcroix Yoshiki Masuyama Daiki Takeuchi 7 125 0 14 Feb 2020
A Perceptual Weighting Filter Loss for DNN Training in Speech Enhancement Ziyue Zhao Samy Elshamy Tim Fingscheidt 11 15 0 23 May 2019