MA Yinghao (马英浩) is a Ph.D. student in Artificial Intelligence and Music (AIM) program at Centre for Digital Music (C4DM), School of EECS, Queen Mary University of London, supervised by Dr. Emmanouil Benetos, Dr. Chris Donahue (secondary), and Prof. Simon Dixon (independent assessor). He is one of the co-founders of the Multimodal Art Projection (MAP) community. Together with his colleague, he proposed an acoustic Music undERstanding model with large-scale self-supervised Training (MERT), with more than 50k downloads on the Huggingfac page, and established a Music Audio Representation Benchmark for universaL Evaluation (MRABLE). He is also interested in music-related multimodality and developed MusiLingo, a music captioning and query response model based on the alignment of single-modality pre-trained models.
Besides, he was one of student conductors of Chinese Philharmonic Orchestra, Chinese Music Institute at Peking University (Facebook Page). He is also an advocate of charitable activities (see at other experience).
He is now seeking for a summer internship position on SSL for MIR or music-related multimodality, in order to pave the way for a human understanding of music phenomenon.
BSc in Mathematics, 2016-2020
School of Mathematical Science, Peking University
MSc in Music & Technology, 2020-2022
School of Music, College of Fine Arts, Carnegie Mellon University
PhD in AI Music, 2022-2026
School of EECS, C4DM, QMUL
07/2023 – present
Supervised by Dr Emmanouil Benetos, Centre for Digital Music, Queen Mary University of London
01/2023 – 06/2023
Supervised by Dr Emmanouil Benetos, Centre for Digital Music, Queen Mary University of London
08/2022 – 05/2023
Supervised by Dr Emmanouil Benetos, Centre for Digital Music, Queen Mary University of London
The reverberation algorithm is usually an LTI system. The room in the concert hall does not change, so the response does not change …
09/2021 – 07/2022 Research Assistant, Supervised by Prof. Richard Stern, Carnegie Mellon University Constructed 2-layer learnable …
Design learnable frontends for deep learning models inspired by classic filters, multi-rate sampling & modulation.
May 2020 – Aug. 2021. Beijing, CHN. Summer internship in Tencent Holdings Limited. (Beijing)
Write literature review on coversong …
Jun. 2020 – Sept. 2020. Beijing, CHN. Summer internship in Beijing Deepmusic Technology Co. LTD Write literature review on song …
Feb. 2020 – May 2020. Beijing, CHN. One of the graduation theses that awarded the outstanding paper honor of School of Mathematical …
Nov. 2019 – Jan. 2020. Beijing, CHN. Class project, scored 92/100. Supervised by Associate prof. WANG Yunjia, department of …
Mar 2019 – Jun 2019. Beijing, CHN. Research Assistant for prof. CHEN Xiaoou in Wangxuan Institute of Computer Technology at Peking …
Jul. 2019 – Sept. 2019. Rochester, NY, US. Research Assistant supervised by prof. DUAN Zhiyao, Deparment of Electronic Computer …