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"

29 / 29 papers shown

Title
Active Speech Enhancement: Active Speech Denoising Decliping and Deveraberation Ofir Yaish Yehuda Mishaly Eliya Nachmani 158 0 0 22 May 2025
AudioMiXR: Spatial Audio Object Manipulation with 6DoF for Sound Design in Augmented Reality Brandon Woodard Margarita Geleta Joseph J. LaViola Jr. Andrea Fanelli Rhonda Wilson 110 4 0 05 Feb 2025
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality Szu-Wei Fu Chien-Feng Liao Yu Tsao 59 70 0 06 May 2019
Phase-aware Speech Enhancement with Deep Complex U-Net Hyeong-Seok Choi Jang-Hyun Kim Jaesung Huh A. Kim Jung-Woo Ha Kyogu Lee 53 331 0 07 Mar 2019
DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score Yuma Koizumi Kenta Niwa Yusuke Hioka Kazunori Kobayashi Y. Haneda 32 63 0 22 Oct 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 54 10 0 05 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 150 1,783 0 20 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 129 3,718 0 01 Sep 2018
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM Szu-Wei Fu Yu Tsao Hsin-Te Hwang H. Wang 51 163 0 16 Aug 2018
Noise Adaptive Speech Enhancement using Domain Adversarial Training Chien-Feng Liao Yu Tsao Hung-yi Lee H. Wang 43 52 0 19 Jul 2018
Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications Gaurav Naithani Joonas Nikunen Lars Bramsløw Tuomas Virtanen 49 17 0 18 Jul 2018
Speech Denoising with Deep Feature Losses François Germain Qifeng Chen V. Koltun 45 163 0 27 Jun 2018
Convolutional Neural Networks to Enhance Coded Speech Ziyue Zhao Huijun Liu Tim Fingscheidt 51 65 0 25 Jun 2018
Performance Based Cost Functions for End-to-End Speech Separation Shrikant Venkataramani Ryley Higa Paris Smaragdis 31 21 0 01 Jun 2018
Spectral feature mapping with mimic loss for robust speech recognition Deblin Bagchi Peter William VanHarn Plantinga Adam Stiff Eric Fosler-Lussier 35 34 0 26 Mar 2018
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders Emad M. Grais D. Ward Mark D. Plumbley 42 41 0 02 Mar 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 155 4,433 0 16 Feb 2018
Monaural Speech Enhancement using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure Morten Kolbæk Zheng-Hua Tan Jesper Jensen 58 61 0 02 Feb 2018
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Chris Donahue Yue Liu Rohit Prabhavalkar 54 200 0 15 Nov 2017
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 70 274 0 12 Sep 2017
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification Daniel Michelsanti Zheng-Hua Tan GAN 72 209 0 06 Sep 2017
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 66 1,370 0 24 Aug 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 76 1,146 0 28 Mar 2017
Multichannel End-to-end Speech Recognition Tsubasa Ochiai Shinji Watanabe Takaaki Hori J. Hershey 42 92 0 14 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,612 0 21 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 319 4,569 0 13 Nov 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 240 10,674 0 15 Sep 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 250 10,394 0 06 Nov 2014