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EditSpeech: A Text Based Speech Editing System Using Partial Inference and Bidirectional Fusion


Jul 04, 2021
Daxin Tan, Liqun Deng, Yu Ting Yeung, Xin Jiang, Xiao Chen, Tan Lee


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VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-shot Voice Conversion


Jun 18, 2021
Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng

* Accepted to Interspeech 2021. Code, pre-trained models and demo are available at https://github.com/Wendison/VQMIVC 

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Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization


Jun 18, 2021
Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng

* Accepted to Interspeech 2021 

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Multi-scale Neural ODEs for 3D Medical Image Registration


Jun 17, 2021
Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun


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A Streaming End-to-End Framework For Spoken Language Understanding


Jun 08, 2021
Nihal Potdar, Anderson R. Avila, Chao Xing, Dong Wang, Yiran Cao, Xiao Chen

* Accepted at IJCAI 2021 

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Automatic Construction of Sememe Knowledge Bases via Dictionaries


Jun 03, 2021
Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun

* Accepted by Findings of ACL at ACL-IJCNLP 2021. Camera-ready version 

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Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning


May 17, 2021
Eric Z. Chen, Yongquan Ye, Xiao Chen, Jingyuan Lyu, Zhongqi Zhang, Yichen Hu, Terrence Chen, Jian Xu, Shanhui Sun

* Presented at ISMRM 2021 as the digital poster 

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Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction


May 17, 2021
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Qi Liu, Zhongqi Zhang, Yu Ding, Shuheng Zhang, Terrence Chen, Jian Xu, Shanhui Sun

* Presented at ISMRM 2021 as the digital poster 

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Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation


Apr 24, 2021
Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu


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LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation


Mar 11, 2021
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu


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A Principle Solution for Enroll-Test Mismatch in Speaker Recognition


Dec 23, 2020
Lantian Li, Dong Wang, Jiawen Kang, Renyu Wang, Jing Wu, Zhendong Gao, Xiao Chen

* submitted to Transactions on Audio, Speech and Language Processing 

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Improving Task-Agnostic BERT Distillation with Layer Mapping Search


Dec 11, 2020
Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu


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Generating private data with user customization


Dec 02, 2020
Xiao Chen, Thomas Navidi, Ram Rajagopal

* arXiv admin note: substantial text overlap with arXiv:1904.09415 

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Group-Skeleton-Based Human Action Recognition in Complex Events


Nov 26, 2020
Tingtian Li, Zixun Sun, Xiao Chen

* accpeted by ACM MM 2020 

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HyperText: Endowing FastText with Hyperbolic Geometry


Oct 30, 2020
Yudong Zhu, Di Zhou, Jinghui Xiao, Xin Jiang, Xiao Chen, Qun Liu

* Findings of EMNLP 2020 

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The HUAWEI Speaker Diarisation System for the VoxCeleb Speaker Diarisation Challenge


Oct 23, 2020
Renyu Wang, Ruilin Tong, Yu Ting Yeung, Xiao Chen

* 5 pages, 2 figures, A report about our diarisation system for VoxCeleb Challenge, Interspeech conference workshop 

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TernaryBERT: Distillation-aware Ultra-low Bit BERT


Oct 10, 2020
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu

* Accepted by EMNLP 2020 

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Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network


Aug 20, 2020
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Yuan Zheng, Terrence Chen, Jian Xu, Shanhui Sun

* Presented at ISMRM 2020 as the digital poster 

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Anatomy-Aware Cardiac Motion Estimation


Aug 17, 2020
Pingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun


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Conv-Transformer Transducer: Low Latency, Low Frame Rate, Streamable End-to-End Speech Recognition


Aug 13, 2020
Wenyong Huang, Wenchao Hu, Yu Ting Yeung, Xiao Chen

* Accepted by INTERSPEECH 2020 

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Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation


Jun 28, 2020
Hanchao Yu, Xiao Chen, Humphrey Shi, Terrence Chen, Thomas S. Huang, Shanhui Sun

* Accepted by MICCAI2020 

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Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture


May 07, 2020
Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng

* CVPR 2020 - Vision for Agriculture; https://www.agriculture-vision.com 

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The 1st Agriculture-Vision Challenge: Methods and Results


Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation


Mar 10, 2020
Hanchao Yu, Shanhui Sun, Haichao Yu, Xiao Chen, Honghui Shi, Thomas Huang, Terrence Chen

* Accepted by CVPR 2020 

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