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Improving Deliberation by Text-Only and Semi-Supervised Training


Jun 29, 2022
Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang

* Accepted by Interspeech 2022 

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NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results


May 11, 2022
Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu1, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoğlu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gaoand Dengwen Zhouand Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Dengwen Zhou, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang

* Validation code of the baseline model is available at https://github.com/ofsoundof/IMDN. Validation of all submitted models is available at https://github.com/ofsoundof/NTIRE2022_ESR 

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A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes


Apr 20, 2022
Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman

* Submitted to INTERSPEECH 2022 

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Streaming Align-Refine for Non-autoregressive Deliberation


Apr 15, 2022
Weiran Wang, Ke Hu, Tara N. Sainath

* In submission to INTERSPEECH 2022 

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Improving Rare Word Recognition with LM-aware MWER Training


Apr 15, 2022
Weiran Wang, Tongzhou Chen, Tara N. Sainath, Ehsan Variani, Rohit Prabhavalkar, Ronny Huang, Bhuvana Ramabhadran, Neeraj Gaur, Sepand Mavandadi, Cal Peyser, Trevor Strohman, Yanzhang He, David Rybach

* In submission to INTERSPEECH 2022 

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Deliberation of Streaming RNN-Transducer by Non-autoregressive Decoding


Dec 01, 2021
Weiran Wang, Ke Hu, Tara Sainath


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Contrastively Disentangled Sequential Variational Autoencoder


Oct 22, 2021
Junwen Bai, Weiran Wang, Carla Gomes

* Accepted by NeurIPS 2021 

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Latent Correlation-Based Multiview Learning and Self-Supervision: A Unifying Perspective


Jun 17, 2021
Qi Lyu, Xiao Fu, Weiran Wang, Songtao Lu

* fixed some typos in the proofs 

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Representation Learning for Sequence Data with Deep Autoencoding Predictive Components


Oct 07, 2020
Junwen Bai, Weiran Wang, Yingbo Zhou, Caiming Xiong


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