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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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CN-Celeb: multi-genre speaker recognition


Dec 23, 2020
Lantian Li, Ruiqi Liu, Jiawen Kang, Yue Fan, Hao Cui, Yunqi Cai, Ravichander Vipperla, Thomas Fang Zheng, Dong Wang

* submitted to Speech Communication 

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Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things


Dec 08, 2020
Yi Liu, Ruihui Zhao, Jiawen Kang, Abdulsalam Yassine, Dusit Niyato, Jialiang Peng


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Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification


Oct 27, 2020
Lantian Li, Yang Zhang, Jiawen Kang, Thomas Fang Zheng, Dong Wang

* Submitted to ICASSP 2021 

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Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach


Jul 19, 2020
Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain

* IEEE Internet of Things Journal 

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Federated Learning for 6G Communications: Challenges, Methods, and Future Directions


Jun 04, 2020
Yi Liu, Xingliang Yuan, Zehui Xiong, Jiawen Kang, Xiaofei Wang, Dusit Niyato


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A Secure Federated Learning Framework for 5G Networks


May 12, 2020
Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif

* This paper was accepted by IEEE Wireless Communications Magazine 

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Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach


Mar 19, 2020
Yi Liu, James J. Q. Yu, Jiawen Kang, Dusit Niyato, Shuyu Zhang

* This paper is in the second round of under review of the IEEE Internet of Things Journal 

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CN-CELEB: a challenging Chinese speaker recognition dataset


Oct 31, 2019
Yue Fan, Jiawen Kang, Lantian Li, Kaicheng Li, Haolin Chen, Sitong Cheng, Pengyuan Zhang, Ziya Zhou, Yunqi Cai, Dong Wang


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Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach


May 16, 2019
Jiawen Kang, Zehui Xiong, Dusit Niyato, Han Yu, Ying-Chang Liang, Dong In Kim

* submitted to the conference for potential publication 

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