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Dr. Xingfeng Li
Assistant Professor Master Supervisor
Email: xfli@cityu.edu.mo
Tel: (853)8590 2338
Office address: Room S502, Stanley Ho Building, City University of Macau (Taipa)
Website: https://sites.google.com/view/xingfeng/home
Educational qualifications
2019 Doctor of Philosophy in Information Science, Japan Advanced Institute of Science and Technology
2016 Master of Science in Information Science, Japan Advanced Institute of Science and Technology
2016 Master of Engineering in Software Engineering, Tianjin University, China
2013 Bachelor of Software Engineering, Changchun University of Science and Technology, China
Incumbent
Assistant Professor, Faculty of Data Science, City University of Macau
Courses taught
Data mining
Algorithm Analysis and Design
Data structure
Introduction to Artificial Intelligence
Digital image processing
Computer Basics and Artificial Intelligence
Research direction
Intelligent voice interaction
Affective computing
Psychoacoustics
Digital health
Research and publishing
Refereed Journal Articles
1. Li, Xingfeng, Xiaohan Shi, Desheng Hu, Yongwei Li, Qingchen Zhang, Zhengxia Wang, Masashi Unoki, and Masato Akagi. "Music theory-inspired acoustic representation for speech emotion recognition." IEEE/ACM Transactions on Audio, Speech, and Language Processing 31 (2023): 2534-2547.
2. Peng, Zhichao, Xingfeng Li, Zhi Zhu, Masashi Unoki, Jianwu Dang, and Masato Akagi. "Speech emotion recognition using 3d convolutions and attention-based sliding recurrent networks with auditory front-ends." IEEE Access 8 (2020): 16560-16572.
3. Li, Xingfeng, and Masato Akagi. "Improving multilingual speech emotion recognition by combining acoustic features in a three-layer model." Speech Communication 110 (2019): 1-12.
4. Li, Xingfeng, and Masato Akagi. "The Contribution of Acoustic Features Analysis to Model Emotion Perceptual Process for Language Diversity." (2019).
5. Li, Xingfeng, and Masato Akagi. "A three-layer emotion perception model for valence and arousal-based detection from multilingual speech." (2018).
6. Li, Xingfeng, and Masato Akagi. "Multilingual Speech Emotion Recognition System Based on a Three-Layer Model." In Interspeech, pp. 3608-3612. 2016.
7. He, Jiajun, Xiaohan Shi, Xingfeng Li, and Tomoki Toda. "MF-AED-AEC: Speech Emotion Recognition by Leveraging Multimodal Fusion, ASR Error Detection, and ASR Error Correction." In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 11066-11070. IEEE, 2024.
8. Shi, Xiaohan, Xingfeng Li, and Tomoki Toda. "Emotion Awareness in Multi-utterance Turn for Improving Emotion Prediction in Multi-Speaker Conversation." In Proc. Interspeech, pp. 765-769. 2023.
9. LI, Xiangrun, Qiyu SHENG, Guangda ZHOU, Jialong WEI, Yanmin SHI, Zhen ZHAO, Yongwei LI, Xingfeng LI, and Yang LIU. "Pool-unet: A Novel Tongue Image Segmentation Method Based on Pool-former and Multi- task Mask Learning." IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (2024).
10. Fu, Xiuhao, Xiaofeng Zang, Chunling Liu, Xingfeng Li, Qingchen Zhang, Zilong Zhang, Quan Zou, and Feifei Cui. "Hyb_SEnc: An Antituberculosis Peptide Predictor Based on a Hybrid Feature Vector and Stacked Ensemble Learning." IEEE/ACM Transactions on Computational Biology and Bioinformatics (2024).
Academic Awards
2022 IEEE Outstanding Leadership Award, IEEE Smart World Congress
2016 BEST PAPER AWARD, IEEE OCOCOSDA
