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Several recent work on speech synthesis have employed generative adversarial networks (GANs) to produce raw waveforms.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, and Yann LeCun · 2015
Earlier work this paper cites.
Autoencoding beyond pixels using a learned similarity metric
Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Hugo Larochelle, and Ole Winther · 2016
Earlier work this paper cites.
Wavenet: A generative model for raw audio
Aaron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew Senior, and Koray Kavukcuoglu · 2016
Earlier work this paper cites.
Weight normalization: A simple reparameterization to accelerate training of deep neural networks
Tim Salimans and Durk P Kingma · 2016
Earlier work this paper cites.
Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
Earlier work this paper cites.
The lj speech dataset
Keith Ito · 2017
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2017
Earlier work this paper cites.
Least squares generative adversarial networks
Xudong Mao, Qing Li, Haoran Xie, Raymond YK Lau, Zhen Wang, and Stephen Paul Smolley · 2017
Earlier work this paper cites.
Deep voice 3: Scaling text-to-speech with convolutional sequence learning
Wei Ping, Kainan Peng, Andrew Gibiansky, Sercan O Arik, Ajay Kannan, Sharan Narang, Jonathan Raiman, and John Miller · 2017
Cited alongside, same era.
Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit
Christophe Veaux, Junichi Yamagishi, Kirsten MacDonald, et al · 2017
Cited alongside, same era.
Chris Donahue, Julian McAuley, and Miller Puckette · 2018
Cited alongside, same era.
Glow: Generative flow with invertible 1x1 convolutions
Durk P Kingma and Prafulla Dhariwal · 2018
Cited alongside, same era.
Spectral normalization for generative adversarial networks
Takeru Miyato, Toshiki Kataoka, Masanori Koyama, and Yuichi Yoshida · 2018
High fidelity speech synthesis with adversarial networks
Mikołaj Bińkowski, Jeff Donahue, Sander Dieleman, Aidan Clark, Erich Elsen, Norman Casagrande, Luis C Cobo, and Karen Simonyan · 2019
Later among the works it cites.
Melgan: Generative adversarial networks for conditional waveform synthesis
Kundan Kumar, Rithesh Kumar, Thibault de Boissiere, Lucas Gestin, Wei Zhen Teoh, Jose Sotelo, Alexandre de Brébisson, Yoshua Bengio, and Aaron C Courville · 2019
Later among the works it cites.
descriptinc/melgan-neurips
Rithesh Kumar · 2019
Later among the works it cites.
Neural speech synthesis with transformer network
Naihan Li, Shujie Liu, Yanqing Liu, Sheng Zhao, and Ming Liu · 2019
Later among the works it cites.
Waveglow: A flow-based generative network for speech synthesis
Ryan Prenger, Rafael Valle, and Bryan Catanzaro · 2019
Later among the works it cites.
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Cited alongside, same era.
Parallel wavenet: Fast high-fidelity speech synthesis
Aaron Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George Driessche, Edward Lockhart, Luis Cobo, Florian Stimberg, et al · 2018
Cited alongside, same era.
Clarinet: Parallel wave generation in end-to-end text-to-speech
Wei Ping, Kainan Peng, and Jitong Chen · 2018
Cited alongside, same era.
Natural tts synthesis by conditioning wavenet on mel spectrogram predictions
Jonathan Shen, Ruoming Pang, Ron J Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, Rj Skerrv-Ryan, et al · 2018
Cited alongside, same era.
wavenet vocoder
Ryuichi Yamamoto · 2018
Cited alongside, same era.
Nvidia/tacotron2
Rafael Valle
Cited in the paper.
Nvidia/waveglow
Rafael Valle
Cited in the paper.
Mingxing Tan, Ruoming Pang, and Quoc V Le · 2020
Closest in time.
Parallel wavegan: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram
Ryuichi Yamamoto, Eunwoo Song, and Jae-Min Kim · 2020
Closest in time.
Squeezewave: Extremely lightweight vocoders for on-device speech synthesis
Bohan Zhai, Tianren Gao, Flora Xue, Daniel Rothchild, Bichen Wu, Joseph E Gonzalez, and Kurt Keutzer · 2020
Closest in time.