Curriculum Vitae – Associate Prof. Dr. Yan Leng

Date of Birth: 17 February, 1981

Nationality: Chinese

Present address

School of Physics and Electronics, Shandong Normal University, Jinan 250358, P. R. China

Email: lengyan@sdnu.edu.cn

Personal website

http://www.physics.sdnu.edu.cn/info/1135/3439.htm

Education

l Beijing University of Posts and Telecommunications, Beijing, Ph. D student in Signal and Information Processing, Sep. 2009- Jul.2012

l Shandong University, P.R. China, Ma. Sc student in Signal and Information Processing, Sep. 2003- Jul. 2006

l Shandong University, B.Sc. student in Materials Science and Engineering, Sep. 1999-Jul. 2003

Working Experience

l School of Physics and Electronics, Shandong Normal University, Jinan 250358, P. R. China, Associate Professor, Feb. 2018-Present

l Language Technologies Institute (LTI), School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A, Visiting scholar, Nov. 2017- Dec. 2018

l School of Physics and Electronics, Shandong Normal University, Jinan 250358, P. R. China, Lecturer, Nov. 2008- Jan. 2018

l School of Physics and Electronics, Shandong Normal University, Jinan 250358, P. R. China, Assistant, Jul. 2006- Oct. 2008

Award and Honours

l Natural Science Foundation of Shandong Province (2021-2023)

l National Natural Science Foundation of China (2015-2017)

l China Postdoctoral Science Fund (2015-2017)

l Research Fund for Excellent Young and Middle-aged Scientists of Shandong Province (2013-2015)

l Youth Science and Technology Fund of Shandong Normal University (2014-2016)

l Outstanding achievements of scientific research in Shandong Colleges and Universities (2019)

l Outstanding achievements of scientific research in Shandong Colleges and Universities (2016)

l Outstanding achievements of scientific research in Shandong Colleges and Universities (2015)

l Excellent guidance teacher for the eighth graduate academic forum of Shandong Normal University (2015)

l Excellent teaching award of Shandong Normal University (2014)

l The guidance teacher for National College Students Innovation and Entrepreneurship Training Project (2013-2015)

l Excellent guidance teacher for students' scientific and technological innovation activities of Shandong Normal University (2008)

Research fields

Multimodal emotion recognition, Acoustic classification, Sound event detection, Acoustic scene recognition, Acoustic signal processing

Other Professional Activities

l Member of China Society of Image and Graphics (CSIG) (Since 2021)

l Reviewer of Knowledge Based Systems (Since 2012)

Selected papers published in refereed international journals

1. YongTang, ChuangLiu, YanLeng*, etal. Attention based gender and nationality information exploration for speaker identification, Digital Signal Processing, 2022, 123: 103449.

2. Yan Leng*, Weiwei Zhao, Chan Lin, et al. LDA-based data augmentation for acoustic scene classification, Knowledge-Based Systems, Vol. 195, 2020, 105600.

3. Yan Leng, Nai Zhou, Chengli Sun, et al. Audio scene recognition based on audio events and topic model, Knowledge-Based Systems, Vol. 125, 2017, pp. 1-12.

4. Yan Leng, Chengli Sun, Xinyan Xu, et al. Employing unlabeled data to improve the classification performance of SVM, and its application in audio event classification, Knowledge-based Systems, Vol. 98, 2016, pp. 117-129.

5. Yan Leng, Xinyan Xu, Guanghui Qi, Combining active learning and semi-supervised learning to construct SVM classifier, Knowledge-Based Systems, Vol. 44, 2013, pp. 121-131.

6. Yan Leng, Chengli Sun, Chuanfu Cheng, et al. Classification of overlapped audio events based on AT, PLSA, and the combination of them, Radioengineering, 24(2), 2015, pp.593-603. (SCI 4区)

7. Yan Leng, Guanghui Qi, Xinyan Xu, A BIC based initial training set selection algorithm for active learning and its application in audio detection, RadioEngineering, 22(2), 2013, pp. 638-649.

8. Chunyun Zhang, Yichang Zhang, Weiran Xu, Zhanyu Ma, Yan Leng, Jun Guo, Mining activation force defined dependency patterns for relation extraction, Knowledge-Based Systems, 86, 2015, pp 278-287.

9. Chengli Sun, Jianxiao Xie, Yan Leng, A signal subspace speech enhancement approach based on joint low-rank and sparse matrix decomposition, ARCHIVES OF ACOUSTICS, 41(2), 2016, pp. 245-254.

10. Si Li, Zhaoyan Ming, Yan Leng, Jun Guo, Product ranking using hierarchical aspect structures, Journal of Intelligent Information Systems, 48(2), 2017, pp. 453-474.

11. Yan Leng, Xinyan Xu, Chengli Sun, et al. A SVM active learning method based on confidence, KNN and diversity, 2015 IEEE International Conference on Multimedia and Expo (ICME 2015), pp 1-6.