MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis

8 October 2019

Aaron Courville

Papers citing "MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis"

49 / 49 papers shown

Title
Study of Lightweight Transformer Architectures for Single-Channel Speech Enhancement Haixin Zhao Nilesh Madhu 35 0 0 27 May 2025
STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution Anton Firc Manasi Chibber Jagabandhu Mishra Vishwanath Pratap Singh Tomi Kinnunen K. Malinka 113 0 0 26 May 2025
Lightweight End-to-end Text-to-speech Synthesis for low resource on-device applications Biel Tura Vecino Adam Gabry's Daniel Mątwicki Andrzej Pomirski Tom Iddon Marius Cotescu Jaime Lorenzo-Trueba 151 3 0 12 May 2025
SoundSpring: Loss-Resilient Audio Transceiver with Dual-Functional Masked Language Modeling Shengshi Yao Jincheng Dai Xiaoqi Qin Sixian Wang Siye Wang K. Niu Ping Zhang 86 0 0 22 Jan 2025
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 109 23 0 01 Oct 2024
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 77 5 0 23 Sep 2024
LHQ-SVC: Lightweight and High Quality Singing Voice Conversion Modeling Yubo Huang Xin Lai Muyang Ye Anran Zhu Zixi Wang Jingzehua Xu Shuai Zhang Zhiyuan Zhou Weijie Niu 84 1 0 13 Sep 2024
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities Yidi Li Yihan Li Yixin Guo Bin Ren Zhenhuan Xu Hao Guo Hong Liu N. Sebe 102 0 0 26 Aug 2024
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 135 31 0 27 Aug 2023
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 134 20 0 10 Jun 2020
Expediting TTS Synthesis with Adversarial Vocoding Paarth Neekhara Chris Donahue M. Puckette Shlomo Dubnov Julian McAuley 30 20 0 16 Apr 2019
Probability density distillation with generative adversarial networks for high-quality parallel waveform generation Ryuichi Yamamoto Eunwoo Song Jae-Min Kim 42 55 0 09 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 137 2,682 0 18 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 79 392 0 23 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 524 10,527 0 12 Dec 2018
WaveGlow: A Flow-based Generative Network for Speech Synthesis R. Prenger Rafael Valle Bryan Catanzaro 151 1,029 0 31 Oct 2018
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 91 774 0 22 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 91 988 0 20 Aug 2018
ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech Ming-Yu Liu Kainan Peng Jitong Chen 50 346 0 19 Jul 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 254 3,124 0 09 Jul 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 59 185 0 26 Jun 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 129 3,720 0 21 May 2018
Dissecting the NVIDIA Volta GPU Architecture via Microbenchmarking Zhe Jia Marco Maggioni Benjamin Staiger D. Scarpazza 48 309 0 18 Apr 2018
Efficient Neural Audio Synthesis Nal Kalchbrenner Erich Elsen Karen Simonyan Seb Noury Norman Casagrande Edward Lockhart Florian Stimberg Aaron van den Oord Sander Dieleman Koray Kavukcuoglu 84 867 0 23 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 153 4,433 0 16 Feb 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 130 610 0 12 Feb 2018
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions Jonathan Shen Ruoming Pang Ron J. Weiss M. Schuster Navdeep Jaitly ... Yuxuan Wang RJ Skerry-Ryan Rif A. Saurous Yannis Agiomyrgiannakis Yonghui Wu 77 2,694 0 16 Dec 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 161 3,932 0 30 Nov 2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron van den Oord Yazhe Li Igor Babuschkin Karen Simonyan Oriol Vinyals ... Alex Graves Helen King T. Walters Dan Belov Demis Hassabis 181 858 0 28 Nov 2017
Invariances and Data Augmentation for Supervised Music Transcription John Thickstun Zaïd Harchaoui Dean Phillips Foster Sham Kakade 132 62 0 13 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 206 4,984 0 02 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 116 7,339 0 27 Oct 2017
Deep Voice 2: Multi-Speaker Neural Text-to-Speech Sercan O. Arik G. Diamos Andrew Gibiansky John Miller Kainan Peng Ming-Yu Liu Jonathan Raiman Yanqi Zhou 70 495 0 24 May 2017
Geometric GAN Jae Hyun Lim J. C. Ye GAN 62 518 0 08 May 2017
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel Cinjon Resnick Adam Roberts Sander Dieleman Douglas Eck Karen Simonyan Mohammad Norouzi 106 623 0 05 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 167 9,533 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 111 5,554 0 30 Mar 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 153 1,819 0 29 Mar 2017
Deep Voice: Real-time Neural Text-to-Speech Sercan O. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta Mohammad Shoeybi 77 615 0 25 Feb 2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 94 598 0 22 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 308 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 303 4,569 0 13 Nov 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 350 7,381 0 12 Sep 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 140 3,701 0 27 Jul 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 209 10,230 0 27 Mar 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks Tim Salimans Diederik P. Kingma ODL 160 1,940 0 25 Feb 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 89 1,141 0 08 Feb 2016
Autoencoding beyond pixels using a learned similarity metric Anders Boesen Lindbo Larsen Søren Kaae Sønderby Hugo Larochelle Ole Winther GAN 163 2,066 0 31 Dec 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 122 1,881 0 17 Nov 2015