Name: Wei Xu
Academic Title: Associate Professor
Email: xuwei@ hust.edu.cn
Research Interests:
Music Information Retrieval, Behavior in Education
Education:
Ph.D., Telecommunication and Information System, Huazhong University of Science and Technology, China, 2008.
B.A., Computer Science and Engineering, Huazhong University of Science and Technology, China, 2000.
Employment and Working Experience:
Nov. 2010 – Present, Associate Professor
School of Electronic Information and Communications, HUST, China
Dec. 2005 – Nov. 2010, Lecturer
Department of Telecommunication, HUST, China
Jul. 2000 –Nov. 2005, Teaching Assistant
Department of Telecommunication, HUST, China
Teaching:
Bachelor Course (Fall: 2010-2021): Java Programming
Bachelor Course (Spring: 2001, 2021): Electronic Commerce
Master Course for International Students (Fall: 2018, 2019, 2021): Electronic Commerce
Selected Publications:
1. Xu, W., H. Wang, W. Cheng, D. Fu, Xia T., W. A. Kibbe and S. M. Lin (2012). "A framework for annotating human genome in disease context." PLoS One 7(12): e49686.
2. Kai Peng, Wei Xu, Jianyong Zheng, etc. The disease and gene annotations (DGA): an annotation resource for human disease. Nucleic Acids Research, 2013, Vol.41, p553-560.
3. Xianke Wang, Wei Xu, Juanting Liu , etc. Transition-aware: A More Robust Approach for Piano Transcription. Proceedings of the 23rd International Conference on Digital Audio Effects (DAFx2020), Vienna, Austria, September 2020-21.
4. Xianke Wang, Wei Xu, Juanting Liu , etc. An Audio-visual Fusion Piano Transcription Approach Based on Strategy. Proceedings of the 23rd International Conference on Digital Audio Effects (DAFx2020), Vienna, Austria, September 2020-21.
5. JuantingLiu, Wei Xu. An EB-enhanced CNN Model for Piano Music Transcription. 13th International Conference on Machine Learning and Computing(ICMLC), 2021.
6. JunLi, Wei Xu. Robust Piano Music Transcription Based on Computer Vision.Proceedings of the 2020 4th High Performance Computing and Cluster Technologies Conference & 2020 3rd International Conference on Big Data and Artificial Intelligence. 2020: 92-97.
7. Sicong Kong, Wei Xu. Onset-aware polyphonic piano transcription: A CNN-based approach. In: Proceedings of the 9th International Workshop on Computer Science and Engineering(WCSE 2019), Hongkong, China, 2019.
8. Xuan Gong, Wei Xu. Analysis and Correction of MAPS Dataset. In: Proceedings of the International Conference on Digital Audio Effects (DAFx), Birmingham, UK, 2019.
9. Nan Yang, Wei Xu, Wei Liu, Wenqing Cheng, “A Pitch Correction System based on Spectral Modeling Synthesis Technique”, in Proceedings of 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC 2016), Xian, China, Oct. 2016, pp. 534- 538.
10. Tian Cheng, Wei Xu, Yu Tian, Xiaojun Hei. Extracting Singing Melody in Music with Accompaniment Based on Harmonic Peak and Subharmonic Summation. The 4th IET International Conference on Wireless, Mobile & Multimedia Networks, 2011(ICWMMN2011), 27-30 Nov. 2011
Selected Scientific Projects：
1. Research on intelligent auxiliary technology in piano teaching, National Natural Science Foundation of China(No. 61877060), 2018.1-2022.12, Project director
2. Chinese traditional culture and Music database, music digitization for e-learning and entertainment, National Key Technologies R&D Program of China (No. 2009BAH51B02), 2011.1-2012.12, Vice project director
3. Teachermate.com.cn(more 4million users), Innovation program by myself, 2016.3-now, Project director
4. Teaching Effect Evaluation Technology Based on Big Data, National Key Technologies R&D Program of China (No. 2018YFB1004504), 2018.05-2021.04, Vice project director
