數(shù)字引領時代　　智能開創(chuàng)未來

高永偉（GAO Yongwei）

講師電話：
 電子郵件：ywgao@suibe.edu.cn

教育背景

博士（計算機應用技術），2022，復旦大學
碩士（計算機科學與技術），2016，華東理工大學
學士（計算機科學與技術），2013，河南農(nóng)業(yè)大學

研究興趣

深度學習，計算機聽覺，人工智能+音樂

主講課程

C++程序設計，數(shù)據(jù)結(jié)構(gòu)

簡介

上海對外經(jīng)貿(mào)大學統(tǒng)計與信息學院計算機與人工智能系教師，碩士研究生導師?，F(xiàn)任中國電子音響行業(yè)協(xié)會聲音與音樂技術專委會副秘書長。

 


部分發(fā)表論文

  1. 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.

  2. 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

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 李偉, 李子晉, 高永偉. 理解數(shù)字音樂——音樂信息檢索技術綜述[J]. 復旦學報 (自然科學版), 2018, 57(3): 271-313.


科研項目

  1. 主持上海市教委上海高校青年教師培養(yǎng)資助計劃項目，《C++程序設計語言》課程思政建設及探索，2023.5 -- 至今

  2. 參與國家自然科學基金面上項目，基于深度學習的音樂節(jié)拍及強拍跟蹤技術研究，2021.12 -- 至今

  3. 參與國家重點研發(fā)計劃項目，脊柱退行性疾病小型化智能中醫(yī)治療設備關鍵技術與產(chǎn)品研發(fā)，2019.12 -- 2023.6

  4. 參與國家自然科學基金面上項目，音樂旋律提取關鍵技術研究及其在音樂借用識別中的應用，2016.12 -- 2019.12