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Examining Scaling and Transfer of Language Model Architectures for Machine Translation



Biao Zhang , Behrooz Ghorbani , Ankur Bapna , Yong Cheng , Xavier Garcia , Jonathan Shen , Orhan Firat


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Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling



Isaac Elias , Heiga Zen , Jonathan Shen , Yu Zhang , Ye Jia , RJ Skerry-Ryan , Yonghui Wu

* Submitted to INTERSPEECH 2021 

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PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS



Ye Jia , Heiga Zen , Jonathan Shen , Yu Zhang , Yonghui Wu

* Submitted to Interspeech 2021 

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Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling



Jonathan Shen , Ye Jia , Mike Chrzanowski , Yu Zhang , Isaac Elias , Heiga Zen , Yonghui Wu

* Under review as a conference paper at ICLR 2021 

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Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling



Jonathan Shen , Patrick Nguyen , Yonghui Wu , Zhifeng Chen , Mia X. Chen , Ye Jia , Anjuli Kannan , Tara Sainath , Yuan Cao , Chung-Cheng Chiu , Yanzhang He , Jan Chorowski , Smit Hinsu , Stella Laurenzo , James Qin , Orhan Firat , Wolfgang Macherey , Suyog Gupta , Ankur Bapna , Shuyuan Zhang , Ruoming Pang , Ron J. Weiss , Rohit Prabhavalkar , Qiao Liang , Benoit Jacob , Bowen Liang , HyoukJoong Lee , Ciprian Chelba , Sébastien Jean , Bo Li , Melvin Johnson , Rohan Anil , Rajat Tibrewal , Xiaobing Liu , Akiko Eriguchi , Navdeep Jaitly , Naveen Ari , Colin Cherry , Parisa Haghani , Otavio Good , Youlong Cheng , Raziel Alvarez , Isaac Caswell , Wei-Ning Hsu , Zongheng Yang , Kuan-Chieh Wang , Ekaterina Gonina , Katrin Tomanek , Ben Vanik , Zelin Wu , Llion Jones , Mike Schuster , Yanping Huang , Dehao Chen , Kazuki Irie , George Foster , John Richardson , Klaus Macherey , Antoine Bruguier , Heiga Zen , Colin Raffel , Shankar Kumar , Kanishka Rao , David Rybach , Matthew Murray , Vijayaditya Peddinti , Maxim Krikun , Michiel A. U. Bacchiani , Thomas B. Jablin , Rob Suderman , Ian Williams , Benjamin Lee , Deepti Bhatia , Justin Carlson , Semih Yavuz , Yu Zhang , Ian McGraw , Max Galkin , Qi Ge , Golan Pundak , Chad Whipkey , Todd Wang , Uri Alon , Dmitry Lepikhin , Ye Tian , Sara Sabour , William Chan , Shubham Toshniwal , Baohua Liao , Michael Nirschl , Pat Rondon


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Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis



Ye Jia , Yu Zhang , Ron J. Weiss , Quan Wang , Jonathan Shen , Fei Ren , Zhifeng Chen , Patrick Nguyen , Ruoming Pang , Ignacio Lopez Moreno , Yonghui Wu

* NIPS 2018 

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