| 讲师 | 电话： |
| 电子邮件：ywgao@suibe.edu.cn |
教育背景
博士（计算机应用技术），2022，复旦大学
硕士（计算机科学与技术），2016，华东理工大学
学士（计算机科学与技术），2013，河南农业大学
研究兴趣
深度学习，计算机听觉，人工智能+音乐
主讲课程
C++程序设计，数据结构
简介
上海对外经贸大学统计与信息学院计算机与人工智能系教师，硕士研究生导师。现任中国电子音响行业协会声音与音乐技术专委会副秘书长。
部分发表论文
Yulun Wu, Weixing Wei, Dichucheng Li, Mengbo Li, Yongwei Gao*, Wei Li*. Harmonic Frequency-Separable Transformer for Instrument-Agnostic Music Transcription[C]// IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2024.
Si Li, Jiaxing Liu, Peilin Li, Dichucheng Li, Xinlu Liu, Yongwei Gao*, Wei Li*. Improving Drum Source Separation with Temporal-Frequency Statistical Descriptors[C]//IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2024
Gao Yongwei, Zhu Bilei, Li Wei, et al. Vocal melody extraction via DNN-based pitch estimation and salience-based pitch refinement[C]//ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019: 1000-1004.
Gao Yongwei, Du Xingjian, Zhu Bilei, et al. An HRNet-BLSTM Model with Two-Stage Training for Singing Melody Extraction[C]//ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021: 56-60.
Gao Yongwei, Shen Yichun, Zhang Xulong, et al. Music Summary Detection with State Space Embedding and Recurrence Plot[C]//Proceedings of the 6th Conference on Sound and Music Technology (CSMT). Springer, Singapore, 2019: 41-51.
Zhang Jing, Gao Yongwei, Feng Shengwei, et al. Automatic image region annotation through segmentation based visual semantic analysis and discriminative classification[C]//2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2016: 1956-1960.
Jiale Qian, Yongwei Gao, Weixing Wei, Jiahao Zhao, Wei Li, “Sepmlp: An All-MLP Architecture for Music Source Separation”, Conference on Sound and Music Technology (CSMT 2021), Springer LNEE (Lecture Notes in Electrical Engineering), 2022: 31-41.
Zhang Jing, Gao Yongwei, et al. Image segmentation with texture clustering based JSEG[C]//2015 International Conference on Machine Learning and Cybernetics (ICMLC). IEEE, 2015, 2: 599-603.
Sun Xiaoheng, He Qiqi, Gao Yongwei, Li Wei. Music tempo estimation using a multi-scale network. In Proceeding of the 22nd International Society for Music Information Retrieval Conference (ISMIR), 2021: 682-689.
李伟, 李子晋, 高永伟. 理解数字音乐——音乐信息检索技术综述[J]. 复旦学报 (自然科学版), 2018, 57(3): 271-313.
科研项目
主持上海市教委上海高校青年教师培养资助计划项目，《C++程序设计语言》课程思政建设及探索，2023.5 -- 至今
参与国家自然科学基金面上项目，基于深度学习的音乐节拍及强拍跟踪技术研究，2021.12 -- 至今
参与国家重点研发计划项目，脊柱退行性疾病小型化智能中医治疗设备关键技术与产品研发，2019.12 -- 2023.6
参与国家自然科学基金面上项目，音乐旋律提取关键技术研究及其在音乐借用识别中的应用，2016.12 -- 2019.12