Yonghui Wu

185 papers A* 13A 18B 2C 6Misc 20Journal 111Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A cognitive agriculture framework for crop temperature prediction with semantic communication.
Digit. Commun. Networks
Hao Liu, Xinyao Pan, Wenhan Long, Yonghui Wu, Lu Liu, John Panneerselvam, Rongbo Zhu
2026 J jnl
Bias Correction and Explainability Framework for Large Language Models: A Knowledge-Driven Approach.
Big Data Cogn. Comput.
Xianming Yang, Qi Li, Chengdong Qian, Haitao Wang, Yonghui Wu, Wei Wang
2026 J jnl
NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing.
CoRR
Boyu Li, Xingchun Zhu, Yonghui Wu
2026 J jnl
Real-Time Human Activity Recognition on Edge Microcontrollers: Dynamic Hierarchical Inference with Multi-Spectral Sensor Fusion.
CoRR
Boyu Li, Kuangji Zuo, Lincong Li, Yonghui Wu
2025 J jnl
A Unified Pairwise Framework for RLHF: Bridging Generative Reward Modeling and Policy Optimization.
CoRR
Wenyuan Xu, Xiaochen Zuo, Chao Xin, Yu Yue, Lin Yan, Yonghui Wu
2025 J jnl
Balanced Actor Initialization: Stable RLHF Training of Distillation-Based Reasoning Models.
CoRR
Chen Zheng, Yiyuan Ma, Yuan Yang, Deyi Liu, Jing Liu, Zuquan Song, Yuxin Song, Cheng Ren, Hang Zhu, Xin Liu, Siyuan Qiao, Xun Zhou, Liang Xiang, Yonghui Wu
2025 J jnl
DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
CoRR
Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, Yu Yue, Tiantian Fan, Gaohong Liu, Lingjun Liu, Xin Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Guangming Sheng, Yuxuan Tong, Chi Zhang, Mofan Zhang, Wang Zhang, Hang Zhu, Jinhua Zhu, Jiaze Chen, Jiangjie Chen, Chengyi Wang, Hongli Yu, Weinan Dai, Yuxuan Song, Xiangpeng Wei, Hao Zhou, Jingjing Liu, Wei-Ying Ma, Ya-Qin Zhang, Lin Yan, Mu Qiao, Yonghui Wu, Mingxuan Wang
2025 J jnl
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving.
CoRR
Shihan Dou, Ming Zhang, Chenhao Huang, Jiayi Chen, Feng Chen, Shichun Liu, Yan Liu, Chenxiao Liu, Cheng Zhong, Zongzhang Zhang, Tao Gui, Chao Xin, Wei Chengzhi, Lin Yan, Qi Zhang, Yonghui Wu, Xuanjing Huang
2025 J jnl
FSLNet: Filter sensitivity-based lightweight network for rice leaf disease recognition.
Comput. Electron. Agric.
Yonghui Wu, Wenhan Long, Hao Liu, Hanming Wang, Songquan Li, Rongbo Zhu
2025 J jnl
GR-RL: Going Dexterous and Precise for Long-Horizon Robotic Manipulation.
CoRR
Yunfei Li, Xiao Ma, Jiafeng Xu, Yu Cui, Zhongren Cui, Zhigang Han, Liqun Huang, Tao Kong, Yuxiao Liu, Hao Niu, Wanli Peng, Jingchao Qiao, Zeyu Ren, Haixin Shi, Zhi Su, Jiawen Tian, Yuyang Xiao, Shenyu Zhang, Liwei Zheng, Hang Li, Yonghui Wu
2025 J jnl
Model Merging in Pre-training of Large Language Models.
CoRR
Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, Jianqiao Lu, Ziwen Xu, Mengzhao Chen, Minrui Wang, Shiyi Zhan, Jin Ma, Xunhao Lai, Deyi Liu, Yao Luo, Xingyan Bin, Hongbin Ren, Mingji Han, Wenhao Hao, Bairen Yi, Lingjun Liu, Bole Ma, Xiaoying Jia, Xun Zhou, Siyuan Qiao, Liang Xiang, Yonghui Wu
2025 J jnl
Natural Language Generation in Healthcare: A Review of Methods and Applications.
CoRR
Mengxian Lyu, Xiaohan Li, Ziyi Chen, Jinqian Pan, Cheng Peng, Sankalp Talankar, Yonghui Wu
2025 J jnl
Optimization of motion strategy for a micro multi-functional chassis based on RBF neural network in intercropping mode.
Comput. Electron. Agric.
Hao Ling, Tengfei Wu, Yonghui Wu, Zheng Liu, Lihua Zhang, Xiaorong Lv
2025 J jnl
Reliable Indoor Localization in Multibuilding Environments: Leveraging Environment-Invariant and Position-Related Features.
IEEE Internet Things J.
Wenhan Long, Xinlong Wen, Hao Liu, Mengyao Li, Songquan Li, Yonghui Wu, Fuxiang Chen, Lu Liu, Rongbo Zhu
2025 J jnl
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference.
CoRR
Yuxuan Song, Zheng Zhang, Cheng Luo, Pengyang Gao, Fan Xia, Hao Luo, Zheng Li, Yuehang Yang, Hongli Yu, Xingwei Qu, Yuwei Fu, Jing Su, Ge Zhang, Wenhao Huang, Mingxuan Wang, Lin Yan, Xiaoying Jia, Jingjing Liu, Wei-Ying Ma, Ya-Qin Zhang, Yonghui Wu, Hao Zhou
2025 J jnl
Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice.
CoRR
Shanbo Cheng, Yu Bao, Zhichao Huang, Yu Lu, Ningxin Peng, Lu Xu, Runsheng Yu, Rong Cao, Yujiao Du, Ting Han, Yuxiang Hu, Zeyang Li, Sitong Liu, Shengtao Ma, Shiguang Pan, Jiongchen Xiao, Nuo Xu, Meng Yang, Rong Ye, Yiming Yu, Jun Zhang, Ruofei Zhang, Wanyi Zhang, Wenhao Zhu, Liehao Zou, Lu Lu, Yuxuan Wang, Yonghui Wu
2025 J jnl
Seed-Coder: Let the Code Model Curate Data for Itself.
CoRR
Yuyu Zhang, Jing Su, Yifan Sun, Chenguang Xi, Xia Xiao, Shen Zheng, Anxiang Zhang, Kaibo Liu, Daoguang Zan, Tao Sun, Jinhua Zhu, Shulin Xin, Dong Huang, Yetao Bai, Lixin Dong, Chao Li, Jianchong Chen, Hanzhi Zhou, Yifan Huang, Guanghan Ning, Xierui Song, Jiaze Chen, Siyao Liu, Kai Shen, Liang Xiang, Yonghui Wu
2025 J jnl
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving.
CoRR
Luoxin Chen, Jinming Gu, Liankai Huang, Wenhao Huang, Zhicheng Jiang, Allan Jie, Xiaoran Jin, Xing Jin, Chenggang Li, Kaijing Ma, Cheng Ren, Jiawei Shen, Wenlei Shi, Tong Sun, He Sun, Jiahui Wang, Siran Wang, Zhihong Wang, Chenrui Wei, Shufa Wei, Yonghui Wu, Yuchen Wu, Yihang Xia, Huajian Xin, Fan Yang, Huaiyuan Ying, Hongyi Yuan, Zheng Yuan, Tianyang Zhan, Chi Zhang, Yue Zhang, Ge Zhang, Tianyun Zhao, Jianqiu Zhao, Yichi Zhou, Thomas Hanwen Zhu
2025 J jnl
Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters.
CoRR
Shanbo Cheng, Yu Bao, Qian Cao, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Wenhao Zhu, Jingwen Chen, Zhichao Huang, Tao Li, Yifu Li, Huiying Lin, Sitong Liu, Ningxin Peng, Shuaijie She, Lu Xu, Nuo Xu, Sen Yang, Runsheng Yu, Yiming Yu, Liehao Zou, Hang Li, Lu Lu, Yuxuan Wang, Yonghui Wu
2025 J jnl
Seedream 4.0: Toward Next-generation Multimodal Image Generation.
CoRR
Yunpeng Chen, Yu Gao, Lixue Gong, Meng Guo, Qiushan Guo, Zhiyao Guo, Xiaoxia Hou, Weilin Huang, Yixuan Huang, Xiaowen Jian, Huafeng Kuang, Zhichao Lai, Fanshi Li, Liang Li, Xiaochen Lian, Chao Liao, Liyang Liu, Wei Liu, Yanzuo Lu, Zhengxiong Luo, Tongtong Ou, Guang Shi, Yichun Shi, Shiqi Sun, Yu Tian, Zhi Tian, Peng Wang, Rui Wang, Xun Wang, Ye Wang, Guofeng Wu, Jie Wu, Wenxu Wu, Yonghui Wu, Xin Xia, Xuefeng Xiao, Shuang Xu, Xin Yan, Ceyuan Yang, Jianchao Yang, Zhonghua Zhai, Chenlin Zhang, Heng Zhang, Qi Zhang, Xinyu Zhang, Yuwei Zhang, Shijia Zhao, Wenliang Zhao, Wenjia Zhu
2025 J jnl
Semi-supervised deep residual generative adversarial network for hyperspectral image classification.
Signal Image Video Process.
Hui Zhang, Yonghui Wu, Huanhuan Lv, Ruiqin Wang
2025 J jnl
Truncated Proximal Policy Optimization.
CoRR
Tiantian Fan, Lingjun Liu, Yu Yue, Jiaze Chen, Chengyi Wang, Qiying Yu, Chi Zhang, Zhiqi Lin, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, Bole Ma, Mofan Zhang, Gaohong Liu, Ru Zhang, Haotian Zhou, Cong Xie, Ruidong Zhu, Zhi Zhang, Xin Liu, Mingxuan Wang, Lin Yan, Yonghui Wu
2025 J jnl
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks.
CoRR
Yu Yue, Yufeng Yuan, Qiying Yu, Xiaochen Zuo, Ruofei Zhu, Wenyuan Xu, Jiaze Chen, Cheng-Xiang Wang, Tiantian Fan, Zhengyin Du, Xiangpeng Wei, Xiangyu Yu, Gaohong Liu, Juncai Liu, Lingjun Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Chi Zhang, Mofan Zhang, Wang Zhang, Hang Zhu, Ru Zhang, Xin Liu, Mingxuan Wang, Yonghui Wu, Lin Yan
2024 — conf
Constructions of Teaching Materials, Curriculums, and the Teaching System Cross-Region for "Solving Problems by Programming".
COCOON (3)
Yonghui Wu, Juan Zhou
2024 — conf
Llama-TCR: Generate De Novo TCR with Large Language Model.
CAI
Jun Zhou, Zhenzhou Wu, Mengren Man, Yonghui Wu, Linh Le Dinh, Manna Dai, Yong Liu, Rick Siow Mong Goh
2024 — conf
TTCR: Accurate TCR-Epitope Binding Affinity Prediction Using Transformers.
CAI
Manna Dai, Yonghui Wu, Jun Zhou, Zhenzhou Wu, Mengren Man, Linh Le Dinh, Joyjit Chattoraj, Feng Yang, My Ha Dao, Yong Liu, Rick Siow Mong Goh
2023 — conf
A High Precision Capacitive Isolation Amplifier for Current Sensing Applications.
ASICON
Yonghui Wu, Yiwei Liu, Shaowei Zhen, Yanliang Li, Yikang Li, Jia-Ning Zhang, Yi Ou, Bo Zhang
2023 A* conf
AnyTOD: A Programmable Task-Oriented Dialog System.
EMNLP
Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu
2023 J jnl
Combined scaling for zero-shot transfer learning.
Neurocomputing
Hieu Pham, Zihang Dai, Golnaz Ghiasi, Kenji Kawaguchi, Hanxiao Liu, Adams Wei Yu, Jiahui Yu, Yi-Ting Chen, Minh-Thang Luong, Yonghui Wu, Mingxing Tan, Quoc V. Le
2023 J jnl
Efficient Adapters for Giant Speech Models.
CoRR
Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu
2023 J jnl
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.
CoRR
Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu
2023 C conf
SLM: Bridge the Thin Gap Between Speech and Text Foundation Models.
ASRU
Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu
2023 J jnl
SLM: Bridge the thin gap between speech and text foundation models.
CoRR
Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu
2023 A* conf
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining.
CVPR
Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang
2023 J jnl
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining.
CoRR
Junjie Ke, Keren Ye, Jiahui Yu, Yonghui Wu, Peyman Milanfar, Feng Yang
2022 J jnl
AnyTOD: A Programmable Task-Oriented Dialog System.
CoRR
Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu
2022 J jnl
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition.
IEEE J. Sel. Top. Signal Process.
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu
2022 J jnl
Building Machine Translation Systems for the Next Thousand Languages.
CoRR
Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2022 J jnl
CoCa: Contrastive Captioners are Image-Text Foundation Models.
CoRR
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
2022 J jnl
CoCa: Contrastive Captioners are Image-Text Foundation Models.
Trans. Mach. Learn. Res.
Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu
2022 B conf
Confusing Traffic against Intra-domain Webpage Fingerprinting Attacks.
TrustCom
Weilin Yang, Zhonghui Du, Yonghui Wu, Yi Tang
2022 J jnl
Description-Driven Task-Oriented Dialog Modeling.
CoRR
Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu
2022 A* conf
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts.
ICML
Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten P. Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen S. Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui
2022 Misc conf
Improving The Latency And Quality Of Cascaded Encoders.
ICASSP
Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang
2022 J jnl
N-Grammer: Augmenting Transformers with latent n-grams.
CoRR
Aurko Roy, Rohan Anil, Guangda Lai, Benjamin Lee, Jeffrey Zhao, Shuyuan Zhang, Shibo Wang, Ye Zhang, Shen Wu, Rigel Swavely, Tao Yu, Phuong Dao, Christopher Fifty, Zhifeng Chen, Yonghui Wu
2022 — conf
Pathways: Asynchronous Distributed Dataflow for ML.
MLSys
Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu
2022 J jnl
Pathways: Asynchronous Distributed Dataflow for ML.
CoRR
Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu
2022 A* conf
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems.
AAAI
Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu
2022 J jnl
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.
CoRR
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
2022 J jnl
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.
Trans. Mach. Learn. Res.
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
2022 J jnl
Self-supervised Learning with Random-projection Quantizer for Speech Recognition.
CoRR
Chung-Cheng Chiu, James Qin, Yu Zhang, Jiahui Yu, Yonghui Wu
2022 A* conf
Self-supervised learning with random-projection quantizer for speech recognition.
ICML
Chung-Cheng Chiu, James Qin, Yu Zhang, Jiahui Yu, Yonghui Wu
2022 — conf
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue.
NAACL-HLT
Raghav Gupta, Harrison Lee, Jeffrey Zhao, Yuan Cao, Abhinav Rastogi, Yonghui Wu
2022 J jnl
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue.
CoRR
Raghav Gupta, Harrison Lee, Jeffrey Zhao, Abhinav Rastogi, Yuan Cao, Yonghui Wu
2022 A conf
Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks.
INTERSPEECH
Lev Finkelstein, Heiga Zen, Norman Casagrande, Chun-an Chan, Ye Jia, Tom Kenter, Alexey Petelin, Jonathan Shen, Vincent Wan, Yu Zhang, Yonghui Wu, Rob Clark
2022 J jnl
Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks.
CoRR
Lev Finkelstein, Heiga Zen, Norman Casagrande, Chun-an Chan, Ye Jia, Tom Kenter, Alexey Petelin, Jonathan Shen, Vincent Wan, Yu Zhang, Yonghui Wu, Rob Clark
2022 A* conf
Vector-quantized Image Modeling with Improved VQGAN.
ICLR
Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu
2022 J jnl
Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners.
CoRR
Shen Yan, Tao Zhu, Zirui Wang, Yuan Cao, Mi Zhang, Soham Ghosh, Yonghui Wu, Jiahui Yu
2021 Misc conf
A Better and Faster end-to-end Model for Streaming ASR.
ICASSP
Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu
2021 J jnl
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition.
CoRR
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu
2021 J jnl
Distilling Interpretable Models into Human-Readable Code.
CoRR
Walker Ravina, Ethan Sterling, Olexiy Oryeshko, Nathan Bell, Honglei Zhuang, Xuanhui Wang, Yonghui Wu, Alexander Grushetsky
2021 A* conf
Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling.
ICLR
Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang
2021 — conf
Effective Sequence-to-Sequence Dialogue State Tracking.
EMNLP (1)
Jeffrey Zhao, Mahdis Mahdieh, Ye Zhang, Yuan Cao, Yonghui Wu
2021 J jnl
Effective Sequence-to-Sequence Dialogue State Tracking.
CoRR
Jeffrey Zhao, Mahdis Mahdieh, Ye Zhang, Yuan Cao, Yonghui Wu
2021 Misc conf
FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization.
ICASSP
Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang
2021 J jnl
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts.
CoRR
Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui
2021 J jnl
GSPMD: General and Scalable Parallelization for ML Computation Graphs.
CoRR
Yuanzhong Xu, HyoukJoong Lee, Dehao Chen, Blake A. Hechtman, Yanping Huang, Rahul Joshi, Maxim Krikun, Dmitry Lepikhin, Andy Ly, Marcello Maggioni, Ruoming Pang, Noam Shazeer, Shibo Wang, Tao Wang, Yonghui Wu, Zhifeng Chen
2021 J jnl
Improving Longer-range Dialogue State Tracking.
CoRR
Ye Zhang, Yuan Cao, Mahdis Mahdieh, Jeffrey Zhao, Yonghui Wu
2021 A conf
Interpretable Ranking with Generalized Additive Models.
WSDM
Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Alexander Grushetsky, Yonghui Wu, Petr Mitrichev, Ethan Sterling, Nathan Bell, Walker Ravina, Hai Qian
2021 A conf
Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling.
Interspeech
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, R. J. Skerry-Ryan, Yonghui Wu
2021 J jnl
Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling.
CoRR
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, R. J. Skerry-Ryan, Yonghui Wu
2021 Misc conf
Parallel Tacotron: Non-Autoregressive and Controllable TTS.
ICASSP
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu
2021 A conf
PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS.
Interspeech
Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu
2021 J jnl
PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS.
CoRR
Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu
2021 — conf
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions.
SLT
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2021 J jnl
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems.
CoRR
Harrison Lee, Raghav Gupta, Abhinav Rastogi, Yuan Cao, Bin Zhang, Yonghui Wu
2021 J jnl
Vector-quantized Image Modeling with Improved VQGAN.
CoRR
Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu
2021 J jnl
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training.
CoRR
Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu
2021 C conf
w2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training.
ASRU
Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu
2020 — conf
A 26.5GHz Wideband Gilbert-Cell Mixer MMIC Based on InP DHBT Technology.
ICCT
Yonghui Wu, Hongjiang Wu
2020 J jnl
A Better and Faster End-to-End Model for Streaming ASR.
CoRR
Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu
2020 Misc conf
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency.
ICASSP
Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao
2020 J jnl
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency.
CoRR
Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao
2020 A conf
Conformer: Convolution-augmented Transformer for Speech Recognition.
INTERSPEECH
Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang
2020 J jnl
Conformer: Convolution-augmented Transformer for Speech Recognition.
CoRR
Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang
2020 A conf
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context.
INTERSPEECH
Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu
2020 J jnl
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context.
CoRR
Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu
2020 J jnl
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization.
CoRR
Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang
2020 Misc conf
Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis.
ICASSP
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu
2020 J jnl
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis.
CoRR
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu
2020 Misc conf
Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE and Autoregressive Prosody Prior.
ICASSP
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu
2020 J jnl
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior.
CoRR
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu
2020 A conf
Improved Noisy Student Training for Automatic Speech Recognition.
INTERSPEECH
Daniel S. Park, Yu Zhang, Ye Jia, Wei Han, Chung-Cheng Chiu, Bo Li, Yonghui Wu, Quoc V. Le
2020 J jnl
Improved Noisy Student Training for Automatic Speech Recognition.
CoRR
Daniel S. Park, Yu Zhang, Ye Jia, Wei Han, Chung-Cheng Chiu, Bo Li, Yonghui Wu, Quoc V. Le
2020 Misc conf
Improving Speech Recognition Using Consistent Predictions on Synthesized Speech.
ICASSP
Gary Wang, Andrew Rosenberg, Zhehuai Chen, Yu Zhang, Bhuvana Ramabhadran, Yonghui Wu, Pedro J. Moreno
2020 J jnl
Interpretable Learning-to-Rank with Generalized Additive Models.
CoRR
Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Alexander Grushetsky, Yonghui Wu, Petr Mitrichev, Ethan Sterling, Nathan Bell, Walker Ravina, Hai Qian
2020 A* conf
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation.
ACL
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020 J jnl
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation.
CoRR
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Xu Chen, Sneha Reddy Kudugunta, Naveen Arivazhagan, Yonghui Wu
2020 J jnl
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling.
CoRR
Jonathan Shen, Ye Jia, Mike Chrzanowski, Yu Zhang, Isaac Elias, Heiga Zen, Yonghui Wu
2020 J jnl
Parallel Tacotron: Non-Autoregressive and Controllable TTS.
CoRR
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, Ron J. Weiss, Yonghui Wu
2020 J jnl
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition.
CoRR
Yu Zhang, James Qin, Daniel S. Park, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Quoc V. Le, Yonghui Wu
2020 J jnl
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions.
CoRR
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2020 Misc conf
Specaugment on Large Scale Datasets.
ICASSP
Daniel S. Park, Yu Zhang, Chung-Cheng Chiu, Youzheng Chen, Bo Li, William Chan, Quoc V. Le, Yonghui Wu
2020 Misc conf
Towards Fast and Accurate Streaming End-To-End ASR.
ICASSP
Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu
2020 J jnl
Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling.
CoRR
Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang
2019 — conf
A 20GS/s Track-and-Hold Amplifier based on InP DHBT Process.
ASICON
Jian Gong, Zirun Zhao, Ziqing Wang, Yonghui Wu, Yong Cui
2019 C conf
A Comparison of End-to-End Models for Long-Form Speech Recognition.
ASRU
Chung-Cheng Chiu, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang
2019 J jnl
A Stereo-Vision System for Measuring the Ram Speed of Steam Hammers in an Environment with a Large Field of View and Strong Vibrations.
Sensors
Ran Chen, Zhongwei Li, Kai Zhong, Xingjian Liu, Yonghui Wu, Congjun Wang, Yusheng Shi
2019 J jnl
A comparison of end-to-end models for long-form speech recognition.
CoRR
Chung-Cheng Chiu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu
2019 Misc conf
Bytes Are All You Need: End-to-end Multilingual Speech Recognition and Synthesis with Bytes.
ICASSP
Bo Li, Yu Zhang, Tara N. Sainath, Yonghui Wu, William Chan
2019 A conf
Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model.
INTERSPEECH
Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu
2019 J jnl
Direct speech-to-speech translation with a sequence-to-sequence model.
CoRR
Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu
2019 Misc conf
Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization.
ICASSP
Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Yu-An Chung, Yuxuan Wang, Yonghui Wu, James R. Glass
2019 A* conf
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism.
NeurIPS
Yanping Huang, Youlong Cheng, Ankur Bapna, Orhan Firat, Dehao Chen, Mia Xu Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Yonghui Wu, Zhifeng Chen
2019 A* conf
Gmail Smart Compose: Real-Time Assisted Writing.
KDD
Mia Xu Chen, Benjamin N. Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, Yonghui Wu
2019 J jnl
Gmail Smart Compose: Real-Time Assisted Writing.
CoRR
Mia Xu Chen, Benjamin N. Lee, Gagan Bansal, Yuan Cao, Shuyuan Zhang, Justin Lu, Jackie Tsay, Yinan Wang, Andrew M. Dai, Zhifeng Chen, Timothy Sohn, Yonghui Wu
2019 — conf
Hierarchical Generative Modeling for Controllable Speech Synthesis.
ICLR (Poster)
Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang
2019 A conf
Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model.
INTERSPEECH
Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran, Yonghui Wu, Ankur Bapna, Zhifeng Chen, Seungji Lee
2019 J jnl
Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model.
CoRR
Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran, Yonghui Wu, Ankur Bapna, Zhifeng Chen, Seungji Lee
2019 A conf
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning.
INTERSPEECH
Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran
2019 J jnl
Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning.
CoRR
Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Zhifeng Chen, R. J. Skerry-Ryan, Ye Jia, Andrew Rosenberg, Bhuvana Ramabhadran
2019 Misc conf
Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation.
ICASSP
Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu
2019 A conf
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.
INTERSPEECH
Heiga Zen, Viet Dang, Rob Clark, Yu Zhang, Ron J. Weiss, Ye Jia, Zhifeng Chen, Yonghui Wu
2019 J jnl
LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech.
CoRR
Heiga Zen, Viet Dang, Rob Clark, Yu Zhang, Ron J. Weiss, Ye Jia, Zhifeng Chen, Yonghui Wu
2019 J jnl
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.
CoRR
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. 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 F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert 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
2019 J jnl
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges.
CoRR
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George F. Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu
2019 J jnl
SpecAugment on Large Scale Datasets.
CoRR
Daniel S. Park, Yu Zhang, Chung-Cheng Chiu, Youzheng Chen, Bo Li, William Chan, Quoc V. Le, Yonghui Wu
2019 C conf
Speech Recognition with Augmented Synthesized Speech.
ASRU
Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Ye Jia, Pedro J. Moreno, Yonghui Wu, Zelin Wu
2019 J jnl
Speech Recognition with Augmented Synthesized Speech.
CoRR
Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Ye Jia, Pedro J. Moreno, Yonghui Wu, Zelin Wu
2019 Misc conf
Streaming End-to-end Speech Recognition for Mobile Devices.
ICASSP
Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein
2019 A conf
Two-Pass End-to-End Speech Recognition.
INTERSPEECH
Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu
2019 J jnl
Two-Pass End-to-End Speech Recognition.
CoRR
Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu
2018 — conf
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition.
SLT
Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu
2018 J jnl
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition.
CoRR
Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu
2018 Misc conf
An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model.
ICASSP
Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
2018 J jnl
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes.
CoRR
Bo Li, Yu Zhang, Tara N. Sainath, Yonghui Wu, William Chan
2018 A* conf
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization.
EMNLP
Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen, Yonghui Wu
2018 A conf
Compression of End-to-End Models.
INTERSPEECH
Ruoming Pang, Tara N. Sainath, Rohit Prabhavalkar, Suyog Gupta, Yonghui Wu, Shuyuan Zhang, Chung-Cheng Chiu
2018 C conf
Event-Triggered Consensus of General Linear Multi-agent System with Time Delay.
ISNN
Yonghui Wu, Nankun Mu
2018 J jnl
Hierarchical Generative Modeling for Controllable Speech Synthesis.
CoRR
Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang
2018 Misc conf
Improving the Performance of Online Neural Transducer Models.
ICASSP
Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
2018 J jnl
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation.
CoRR
Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu
2018 Misc conf
Minimum Word Error Rate Training for Attention-Based Sequence-to-Sequence Models.
ICASSP
Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
2018 Misc conf
Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions.
ICASSP
Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu
2018 Misc conf
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models.
ICASSP
Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu
2018 A conf
Speech Recognition for Medical Conversations.
INTERSPEECH
Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, Xuedong Zhang
2018 Misc conf
State-of-the-Art Speech Recognition with Sequence-to-Sequence Models.
ICASSP
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
2018 J jnl
Streaming End-to-end Speech Recognition For Mobile Devices.
CoRR
Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein
2018 — conf
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation.
ACL (1)
Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2018 J jnl
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation.
CoRR
Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Niki Parmar, Mike Schuster, Zhifeng Chen, Yonghui Wu, Macduff Hughes
2018 A* conf
Training Deeper Neural Machine Translation Models with Transparent Attention.
EMNLP
Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu
2018 J jnl
Training Deeper Neural Machine Translation Models with Transparent Attention.
CoRR
Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu
2018 A* conf
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.
NeurIPS
Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu
2018 J jnl
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.
CoRR
Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu
2017 J jnl
An analysis of incorporating an external language model into a sequence-to-sequence model.
CoRR
Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
2017 J jnl
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
Trans. Assoc. Comput. Linguistics
Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean
2017 J jnl
Improving the Performance of Online Neural Transducer Models.
CoRR
Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
2017 J jnl
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models.
CoRR
Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
2017 J jnl
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model.
CoRR
Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao
2017 J jnl
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions.
CoRR
Jonathan Shen, Ruoming Pang, Ron J. Weiss, Mike Schuster, Navdeep Jaitly, Zongheng Yang, Zhifeng Chen, Yu Zhang, Yuxuan Wang, R. J. Skerry-Ryan, Rif A. Saurous, Yannis Agiomyrgiannakis, Yonghui Wu
2017 J jnl
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models.
CoRR
Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu
2017 J jnl
Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech.
CoRR
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen
2017 A conf
Sequence-to-Sequence Models Can Directly Translate Foreign Speech.
INTERSPEECH
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen
2017 J jnl
Speech recognition for medical conversations.
CoRR
Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, Xuedong Zhang
2017 J jnl
State-of-the-art Speech Recognition With Sequence-to-Sequence Models.
CoRR
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
2017 J jnl
Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model.
CoRR
Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous
2017 A conf
Tacotron: Towards End-to-End Speech Synthesis.
INTERSPEECH
Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous
2016 J jnl
Exploring the Limits of Language Modeling.
CoRR
Rafal Józefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu
2016 J jnl
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
CoRR
Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean
2016 J jnl
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.
CoRR
Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Lukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean
2016 — conf
Reward Augmented Maximum Likelihood for Neural Structured Prediction.
NIPS
Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans
2016 J jnl
Reward Augmented Maximum Likelihood for Neural Structured Prediction.
CoRR
Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans
2015 J jnl
Scattering Mechanism Extraction by a Modified Cloude-Pottier Decomposition for Dual Polarization SAR.
Remote. Sens.
Kefeng Ji, Yonghui Wu
2013 J jnl
Combinatorial Pooling Enables Selective Sequencing of the Barley Gene Space.
PLoS Comput. Biol.
Stefano Lonardi, Denisa Duma, Matthew Alpert, Francesca Cordero, Marco Beccuti, Prasanna R. Bhat, Yonghui Wu, Gianfranco Ciardo, Burair Alsaihati, Yaqin Ma, Steve Wanamaker, Josh Resnik, Serdar Bozdag, Ming-Cheng Luo, Timothy J. Close
2011 J jnl
Accurate Construction of Consensus Genetic Maps via Integer Linear Programming.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yonghui Wu, Timothy J. Close, Stefano Lonardi
2011 J jnl
Barcoding-free BAC Pooling Enables Combinatorial Selective Sequencing of the Barley Gene Space
CoRR
Stefano Lonardi, Denisa Duma, Matthew Alpert, Francesca Cordero, Marco Beccuti, Prasanna Bhat, Yonghui Wu, Gianfranco Ciardo, Burair Alsaihati, Yaqin Ma, Steve Wanamaker, Josh Resnik, Timothy J. Close
2010 J jnl
Efficient Genome-Wide TagSNP Selection Across Populations via the Linkage Disequilibrium Criterion.
J. Comput. Biol.
Lan Liu, Yonghui Wu, Stefano Lonardi, Tao Jiang
2008 J jnl
A Linear-Time Algorithm for Predicting Functional Annotations from PPI Networks.
J. Bioinform. Comput. Biol.
Yonghui Wu, Stefano Lonardi
2008 J jnl
Deconvoluting BAC-Gene Relationships Using a Physical Map.
J. Bioinform. Comput. Biol.
Yonghui Wu, Lan Liu, Timothy J. Close, Stefano Lonardi
2008 J jnl
Region-Based Classification of Polarimetric SAR Images Using Wishart MRF.
IEEE Geosci. Remote. Sens. Lett.
Yonghui Wu, Kefeng Ji, Wenxian Yu, Yi Su
2007 A conf
Clock-frequency assignment for multiple clock domain systems-on-a-chip.
DATE
Scott Sirowy, Yonghui Wu, Stefano Lonardi, Frank Vahid
2007 C conf
Efficient and Accurate Construction of Genetic Linkage Maps from Noisy and Missing Genotyping Data.
WABI
Yonghui Wu, Prasanna Bhat, Timothy J. Close, Stefano Lonardi
2007 A conf
Two-level microprocessor-accelerator partitioning.
DATE
Scott Sirowy, Yonghui Wu, Stefano Lonardi, Frank Vahid
2006 B conf
Error-Resilient LZW Data Compression.
DCC
Yonghui Wu, Stefano Lonardi, Wojciech Szpankowski
2000 — conf
Implementation and Proof for Normalization Design of Object-Oriented Data Schemes.
TOOLS (36)
Yonghui Wu, Wenyun Ji, Aoying Zhou