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教育背景
博士（計(jì)算機(jī)應(yīng)用技術(shù)），2022，復(fù)旦大學(xué)
碩士（計(jì)算機(jī)科學(xué)與技術(shù)），2016，華東理工大學(xué)
學(xué)士（計(jì)算機(jī)科學(xué)與技術(shù)），2013，河南農(nóng)業(yè)大學(xué)
研究興趣
深度學(xué)習(xí)，計(jì)算機(jī)聽(tīng)覺(jué)，人工智能+音樂(lè)
主講課程
C++程序設(shè)計(jì)，數(shù)據(jù)結(jié)構(gòu)
簡(jiǎn)介
上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與數(shù)據(jù)科學(xué)學(xué)院計(jì)算機(jī)與人工智能系教師，碩士研究生導(dǎo)師。現(xiàn)任中國(guó)電子音響行業(yè)協(xié)會(huì)聲音與音樂(lè)技術(shù)專(zhuān)委會(huì)副秘書(shū)長(zhǎng)。
部分發(fā)表論文
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.
李偉, 李子晉, 高永偉. 理解數(shù)字音樂(lè)——音樂(lè)信息檢索技術(shù)綜述[J]. 復(fù)旦學(xué)報(bào) (自然科學(xué)版), 2018, 57(3): 271-313.
科研項(xiàng)目
主持上海市教委上海高校青年教師培養(yǎng)資助計(jì)劃項(xiàng)目，《C++程序設(shè)計(jì)語(yǔ)言》課程思政建設(shè)及探索，2023.5 -- 至今
參與國(guó)家自然科學(xué)基金面上項(xiàng)目，基于深度學(xué)習(xí)的音樂(lè)節(jié)拍及強(qiáng)拍跟蹤技術(shù)研究，2021.12 -- 至今
參與國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目，脊柱退行性疾病小型化智能中醫(yī)治療設(shè)備關(guān)鍵技術(shù)與產(chǎn)品研發(fā)，2019.12 -- 2023.6
參與國(guó)家自然科學(xué)基金面上項(xiàng)目，音樂(lè)旋律提取關(guān)鍵技術(shù)研究及其在音樂(lè)借用識(shí)別中的應(yīng)用，2016.12 -- 2019.12