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Detecting Escalation Level from Speech with Transfer Learning and Acoustic-Lexical Information Fusion

Apr 13, 2021
Ziang Zhou, Yanze Xu, Shilei Zhang, Ming Li

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End-to-End Mandarin Tone Classification with Short Term Context Information

Apr 12, 2021
Jiyang Tang, Ming Li

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The DKU System Description for The Interspeech 2021 Auto-KWS Challenge

Apr 11, 2021
Yechen Wang, Yan Jia, Murong Ma, Zexin Cai, Ming Li

* 5 pages, 1 figures, submitted to INTERSPEECH 

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Binary Neural Network for Speaker Verification

Apr 06, 2021
Tinglong Zhu, Xiaoyi Qin, Ming Li

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How Framelets Enhance Graph Neural Networks

Feb 13, 2021
Xuebin Zheng, Bingxin Zhou, Junbin Gao, Yu Guang Wang, Pietro Lio, Ming Li, Guido Montufar

* 24 pages, 17 figures, 6 tables 

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The DKU-Duke-Lenovo System Description for the Third DIHARD Speech Diarization Challenge

Feb 06, 2021
Weiqing Wang, Qingjian Lin, Danwei Cai, Lin Yang, Ming Li

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Channel Estimation for Practical IRS-Assisted OFDM Systems

Jan 26, 2021
Wanning Yang, Hongyu Li, Ming Li, Yang Liu, Qian Liu

* 6 pages, 4 figures, accepted by IEEE Wireless Communications and Networking Conference Workshops (WCNCW) 2021 

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The 2020 Personalized Voice Trigger Challenge: Open Database, Evaluation Metrics and the Baseline Systems

Jan 06, 2021
Yan Jia, Xingming Wang, Xiaoyi Qin, Yinping Zhang, Xuyang Wang, Junjie Wang, Ming Li

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Intelligent reflecting surface assisted multi-cell multi-band wireless networks

Jan 05, 2021
Wenhao Cai, Rang Liu, Yang Liu, Ming Li, Qian Liu

* 17 pages, 5 figures,submitted to IEEE Wireless Communications and Networking Conference (WCNC) 2021 

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A Unified Deep Speaker Embedding Framework for Mixed-Bandwidth Speech Data

Dec 01, 2020
Weicheng Cai, Ming Li

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Training Wake Word Detection with Synthesized Speech Data on Confusion Words

Nov 03, 2020
Yan Jia, Zexin Cai, Murong Ma, Zeqing Zhao, Xuyang Wang, Junjie Wang, Ming Li

* Submitted to ICASSP 2021 

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Self-Supervised Visual Attention Learning for Vehicle Re-Identification

Oct 19, 2020
Ming Li, Yiming Zhao, Yecheng Lyu, Ziming Zhang

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RNN Training along Locally Optimal Trajectories via Frank-Wolfe Algorithm

Oct 15, 2020
Yun Yue, Ming Li, Venkatesh Saligrama, Ziming Zhang

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PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation

Sep 15, 2020
Fatema Tuz Zohora, M Ziaur Rahman, Ngoc Hieu Tran, Lei Xin, Baozhen Shan, Ming Li

* 16 pages (main text) with 10 figures, then supplementary material of about 5 pages. preprint of journal submission 

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LodoNet: A Deep Neural Network with 2D Keypoint Matchingfor 3D LiDAR Odometry Estimation

Sep 01, 2020
Ce Zheng, Yecheng Lyu, Ming Li, Ziming Zhang

* In 28th ACM International Conference on Multimedia, 9 pages 

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To Paraphrase or Not To Paraphrase: User-Controllable Selective Paraphrase Generation

Aug 21, 2020
Mohan Zhang, Luchen Tan, Zhengkai Tu, Zihang Fu, Kun Xiong, Ming Li, Jimmy Lin

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On the Approximation Lower Bound for Neural Nets with Random Weights

Aug 19, 2020
Sho Sonoda, Ming Li, Feilong Cao, Changqin Huang, Yu Guang Wang

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Mask Detection and Breath Monitoring from Speech: on Data Augmentation, Feature Representation and Modeling

Aug 14, 2020
Haiwei Wu, Lin Zhang, Lin Yang, Xuyang Wang, Junjie Wang, Dong Zhang, Ming Li

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Synergy between Machine/Deep Learning and Software Engineering: How Far Are We?

Aug 12, 2020
Simin Wang, Liguo Huang, Jidong Ge, Tengfei Zhang, Haitao Feng, Ming Li, He Zhang, Vincent Ng

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Graph Neural Networks with Haar Transform-Based Convolution and Pooling: A Complete Guide

Jul 22, 2020
Xuebin Zheng, Bingxin Zhou, Ming Li, Yu Guang Wang, Junbin Gao

* 12 pages, 6 figures, 5 tables 

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Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units

Jul 16, 2020
Fernando Andreotti, Frank S. Heldt, Basel Abu-Jamous, Ming Li, Avelino Javer, Oliver Carr, Stojan Jovanovic, Nadezda Lipunova, Benjamin Irving, Rabia T. Khan, Robert Dürichen

* 5 pages, 2 figures, 2 tables, submitted at Healthcare Systems, Population Health, and the Role of Health-Tech - ICML 2020 

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Path Integral Based Convolution and Pooling for Graph Neural Networks

Jul 08, 2020
Zheng Ma, Junyu Xuan, Yu Guang Wang, Ming Li, Pietro Lio

* 15 pages, 4 figures, 6 tables. arXiv admin note: text overlap with arXiv:1904.10996 

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MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes

Jul 02, 2020
Yilin Chen, Ming Li, Yongfei Wu, Xueyu Liu, Fang Hao, Daoxiang Zhou, Xiaoshuang Zhou, Chen Wang

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TreeRNN: Topology-Preserving Deep GraphEmbedding and Learning

Jun 21, 2020
Yecheng Lyu, Ming Li, Xinming Huang, Ziming Zhang

* 10 pages 

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Learning to Utilize Correlated Auxiliary Classical or Quantum Noise

Jun 08, 2020
Aida Ahmadzadegan, Petar Simidzija, Ming Li, Achim Kempf

* 11 pages, 3 figures 

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Acoustic Word Embedding System for Code-Switching Query-by-example Spoken Term Detection

May 24, 2020
Murong Ma, Haiwei Wu, Xuyang Wang, Lin Yang, Junjie Wang, Ming Li

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Cross-lingual Multispeaker Text-to-Speech under Limited-Data Scenario

May 21, 2020
Zexin Cai, Yaogen Yang, Ming Li

* in preparation for Neural Networks journal Special issue on Advances in Deep Learning Based Speech Processing 

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