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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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Massively Parallel Hyperparameter Tuning



Liam Li , Kevin Jamieson , Afshin Rostamizadeh , Ekaterina Gonina , Moritz Hardt , Benjamin Recht , Ameet Talwalkar

* Corrected typo in Algorithm 1 

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State-of-the-art Speech Recognition With Sequence-to-Sequence Models



Chung-Cheng Chiu , Tara N. Sainath , Yonghui Wu , Rohit Prabhavalkar , Patrick Nguyen , Zhifeng Chen , Anjuli Kannan , Ron J. Weiss , Kanishka Rao , Ekaterina Gonina , Navdeep Jaitly , Bo Li , Jan Chorowski , Michiel Bacchiani

* ICASSP camera-ready version 

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