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Current multi-reference style transfer models for Text-to-Speech (TTS) perform sub-optimally on disjoints datasets, where one dataset contains only a single style class for one of the style dimensions.
“Signal estimation from modified short-time fourier transform,”
Daniel Griffin and Jae Lim, · 1984
Earlier work this paper cites.
“Domain adaptation for statistical classifiers,”
Hal Daume III and Daniel Marcu, · 2006
Earlier work this paper cites.
“Visualizing data using t-sne,”
Laurens van der Maaten and Geoffrey Hinton, · 2008
Earlier work this paper cites.
“Unsupervised domain adaptation by backpropagation,”
Yaroslav Ganin and Victor Lempitsky, · 2015
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.
“Tacotron: Towards end-to-end speech synthesis,”
Yuxuan Wang, RJ Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, et al., · 2017
Cited alongside, same era.
“Unpaired image-to-image translation using cycle-consistent adversarial networks,”
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros, · 2017
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.
“Style tokens: Unsupervised style modeling, control and transfer in end-to-end speech synthesis,”
Yuxuan Wang, Daisy Stanton, Yu Zhang, RJ Skerry-Ryan, Eric Battenberg, Joel Shor, Ying Xiao, Fei Ren, Ye Jia, and Rif A Saurous, · 2018
Cited alongside, same era.
“Transfer learning from speaker verification to multispeaker text-to-speech synthesis,”
Ye Jia, Yu Zhang, Ron Weiss, Quan Wang, Jonathan Shen, Fei Ren, Patrick Nguyen, Ruoming Pang, Ignacio Lopez Moreno, Yonghui Wu, et al., · 2018
Cited alongside, same era.
“Towards end-to-end prosody transfer for expressive speech synthesis with tacotron,”
RJ Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J Weiss, Rob Clark, and Rif A Saurous, · 2018
Later among the works it cites.
“Neural tts stylization with adversarial and collaborative games,”
Shuang Ma, Daniel McDuff, and Yale Song, · 2019
Closest in time.
“End-to-end emotional speech synthesis using style tokens and semi-supervised training,”
Peng-fei Wu, Zhen-hua Ling, Li-juan Liu, Yuan Jiang, Hong-chuan Wu, and Li-rong Dai, · 2019
Closest in time.
Yanyao Bian, Changbin Chen, Yongguo Kang, and Zhenglin Pan, · 2019
Closest in time.
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