朱杰教授

址:上海市东川路800号电信群楼 1-311

话:+86 21 34204429

箱:zhujie@sjtu.edu.cn

研究中心:信号处理与系统研究所

个人简介

Prof.Jie ZHU received his Ph.D. degree in information system from Shanghai Jiao Tong University, China. He is the Shanghai distinguished young teacher award winner. In 1988 he began his faculty work in Shanghai Jiao Tong University, and has been a full professor in Department of Electronic Engineering since 1999.

In the meantime, he was the visiting senior researcher of the Bell Lab in 1997, US and participate researches on multimedia communication. In 2000, as the winner of German DAAD foundation, he performed as the visiting professor of Technische Universitat Dresden (TUD),Germany. In 2007 and 2008, he was also the visiting professor of the GIST, Korea and Waseda University, Japan, and participate scientific researches. He is now the vice-director of the Signal and Systems Institute of Shanghai Jiao Tong University, the president of the East China Electronic Circuit in Colleges and Universities Research Association, the vice-director of the China Council for the Teaching of Electronic Circuits and Industry Experts. He is also the former chairman of the IEICE Shanghai section (May.2013-May.2019),He has won more than ten awards.

His research interest is wide and deep, which includes speech signal processing, artificial intelligence and deep learning, multimedia and telecommunication signal processing, high-speed network and capacity testing. In the recent decade, he has participated or been in charge of more than 50 projects, including the NSFC, 973, advanced research of national defense, international and business cooperation projects. He has supervised over 30 PhD.students, published 200 more papers and two books, and 15 invention patents.


 


 


研究领域

朱杰教授工学博士,曾获得上海市优秀青年教师奖,1999年起任上海交通大学电子工程系教授、博士生导师。他是国际IEICE学会上海分会前主席(2015.5-2020.4),目前担任上海交通大学信号处理与系统研究所副所长、华东地区高校电子线路教学研究会理事长、中国电子线路教学与产业专家委员会副主任委员。他曾在美国贝尔实验室、德国德累斯顿工业大学、韩国光州科学技术研究院、日本早稻田大学等担任客座研究员或客座教授。他的主要研究领域:语音信号处理、人工智能和深度学习、多媒体及通信信号处理、高速网络的组网及性能测试等。近10年来,他负责承担了国家自然科学基金、973课题、国防预研、航天基金、国际合作、企业合作项目等50多项,培养了博士研究生30多名,发表学术论文200余篇,出版了教材2本,已授权发明专利15项。


研究方向
1. Speech signal processing
2. Multimedia communications
3. Automatic measurement and testing systems
著作及专利
Patent: One method of using internal erosion to change and improve the structure of photonic crystal fiber (Patent number: ZL200710057155
重要论文
Bao Xu-lei, Zhu Jie, "Novel Voice Activity Detection Based On Phoneme Recognition Using Statistical Mode"l,EURASIP Journal on Audio, Speech, and Music Processing 2013
N. Chen, H.D. Xiao, J.Zhu, J.J. Lin, Y. Wang and W.H. Yuan, "Robust audio hashing scheme based on cochleagram and cross recurrence analysis", ELECTRONICS LETTERS, 3th August 2012
Ning Chen, Jie Zhu, "Robust speech watermarking algorithm", ELECTRONICS LETTERS, 2007, 43(24), 1393-1395.
Ying Xiong, Jie Zhu, "Minimum tag error for discriminative training of conditional random fields",INFORMATION SCIENCES, Volume: 179,Issue: 1-2 ,Pages: 169-179, JAN,2009
Ning Chen, Jie Zhu, "An improved watermarking extraction algorithm", Advances and Innovations in Systems, Computing Sciences and Software Engineering, 2007 Springer, 331-336.
Haihua Xu, Daniel Povey, Lidia Mangu, Jie Zhu, "Minimum bayes risk decoding and system combination based on a recursion for edit distance", Computer Speech & Language, 25(4): 802-828, 2011.
Guang-yong Wu,Jie Zhu, "Discriminative stream-weight training for mandarin audio-visual speech recognition", Journal of the Chinese Institute of Engineering, 33(5): 775-780, 2010.
Hai-hua XU, Jie ZHU, "An iterative approach to Bayes risk decoding and system combination", Journal of Zhejiang University, Science C (Computers & Electronics), 12(3):204-212, 2011.
Yan Li Zou, Jie Zhu, "Synchronizability of weighted aging scale-free networks", Physical Review E, Vol.74,No.4,2006.
Yan Li Zou, Jie Zhu ,"Synchronization of hyperchaotic oscillators via single unidirectional chaotic-coupling", Chaos, Solitons & Fractals, 2005, 25(5), 1245-1253.
Yan Li Zou, Jie Zhu ",Chaotic coupling synchronization of hyperchaotic oscillators", Chinese Physics, 2005,14(4), 697-702.
Yan Li Zou, Jie Zhu ,"Controlling the chaotic n-Scroll Chua's circuit with two low pass filters", Chaos, Solitons & Fractals, 2006,29(2), 400-406.
Yan Li Zou, Jie Zhu,"Adaptive control of chaotic n-scroll Chua's circuit", International Journal of Bifurcation and chaos, 2006, 16(4), 1089-1096.
Yan Li Zou, Jie Zhu , "Controlling projective synchronization in coupled chaotic systems", Chinese Physics, 2006, 15(9), 1965-1970.
Bao Xu-Lei,Zhu Jie,"Blind Speech Dereverberation Based on A Statistical Model ",ICME2012,2012,July,MELBOURNE)
Haihua Xu, Daniel Povey, Lidia Mangu, Jie Zhu, "An improved consensus-like method for minimum Bayes risk decoding and lattice combination", Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, 2010: 4938-4941, 2010.
Liang WANG, Jie ZHU, Yao LV, "An improved method for predicting fundamental frequency contour in mandarin text-to-speech system with a small corpus", TENCON IEEE Region 10 Conference Proceedings, 751-754, 2010.
Haihua Xu, Jie Zhu, Xulei Bao, "An improved minimumword error approach to lattice recording and system combination", TENCON IEEE Region 10 Conference Proceedings, 2058-2061, 2010.
Haihua Xu, Jie Zhu, Guanyong, Wu, "An efficient multistage rover method for automatic speech recognition", IEEE International Conference on Multimedia and Expo(ICME), 894-97, 2009.
Guan Yong Wu, Jie Zhu, "Minimum phone error based stream weight training for mandarin audiovisual speech recognition", IEEE International Conference on Multimedia and Expo(ICME),2009 .
Xulei Bao, Jie Zhu, "Model-based Single-Channel Dereverberation in Noisy Acoustical Environments", InterSpeech 2012, Oregon US, 2012

 

期刊(2019):

1. Li L, Zhu J, Sun M T. A Spectral Clustering Based Filter Level Pruning Approach for Convolutional Neural Networks. IEICE TRANSACTIONS on Information and Systems, 2019, 101.

2. Wang, Lei, and Jie Zhu. "Flexible Beampattern Design Algorithm for Spherical Microphone Arrays." IEEE Access, 7 (2019): 139488-139498.

3.LI Lin, SUN Kangbo, ZHU Jie, A new architecture of neural network for fine-grained video analysis based on visual attention, Jonural of Shanghang Normal University (Natural Sciences),p367-374, Vol.48,No.4,Aug.2019

4.Zhixian Ma, Haiguang Xu, Jie Zhu, etal. A machine learning based morphological classification of 14,245 radio AGNs selected from the Best-Heckman sample. The Astrophysical Journal Supplement Series, 2019. 240(2):34.

 国际会议(2019):

 1.Meng Tang ,Jie Zhu, Text-To-Speech quality evaluation based on LSTM Recurrent Neural Networks, IEEE ICNC 2019,Honolulu, Hawaii, USA, Feb 18-21, 2019

2.  Zhixian Ma, Jie Zhu, Yongkai Zhu, et al. Classification of radio galaxy images with semi-supervised learning,  2019 International Conference on Data Mining and Big Data (DMBD), Chiang Mai, Thailand,July25-30,2019

3. Chunpeng Wang ,Jie Zhu, A Combination Method of Deep Learning Speech Separation and Independent Vector Analysis on Multi-channel Source Separation,  2019 3rd International Symposium on Computer Science and Intelligent Control (ISCSIC 2019), Amsterdam, Netherlands, Sep. 25-27, 2019

4. Ningyu He,Jie Zhu, Deep Learning Approach for Audio Signal Classification and its Application In Fiber Optic Sensor Security System,9th International Conference on Information Scinece and Technology ,Aug.2-5,2019,Hulunbuir,Inner Mongoklia, China

5. Chunpeng Wang,Jie Zhu, Neural Network based Phase Compensation methods on Monaural Speech separation, IEEE International Conference on Multimedia and Expo(ICME2019),July 8-12,2019,Shanghai,China

6. Li L, Zhu J, Sun M T. Deep Learning Based Method for Pruning Deep Neural Networks, 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). p312-317,July 8-12,2019,Shanghai,China.

7. Zhixian Ma, Jie Zhu, Yongkai Zhu, Haiguang Xu, Radio Galaxy Morphology Simulation via Residual Conditional Variational Autoencoder, The 15th International Conference on Computational Intelligence and Security (CIS’2019),Dec.13-16,2019,Macao,China.

8. Yiqing Guo, Jie Zhu, Naturalness Evaluation of Synthetic Speech Based on Residual Learning Networks, China Conference on Sound and Music Technology 2019 (CSMT2019),Dec.26-27,2019,Harbin,China.

9. Yiqing Guo, Jie Zhu, Synthetic Speech Quality Evaluation Based on Multi-Task Learning, Electronic Engineering and Signal Processing (EESP2020), March 29-31, 2020, Istanbul, Turkey.