Personal profile
Biography
Zhanhong received his BSc. Honours degree in 2021 from the University of Western Australia (UWA), also a BEng. degree from the Unversity of Guangdong Technology through the international exchange program. After graduated, he started the PhD study at the School of Electrical, Electronic and Computer Engineering at UWA. Zhanhong's research topic is applying the Multitask Learning in Automatic Music Transcription (AMT), related to the Deep Learning and Music/Audio Signal Processing, under the field of Music Information Retrieval (MIR).
Industry keywords
- Education
Research expertise keywords
- Automatic Music Transcription
- Music Information Retrieval
- Audio Analysis
- Artificial Intelligence
- Deep Learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 4 Quality Education -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network
He, Z., Meng, H., Huang, D. & Togneri, R., 3 Feb 2026, Barcelona, Spain: IEEE, Institute of Electrical and Electronics Engineers, p. TBD, 5 p.Research output: Working paper › Preprint
Open Access -
Filling MIDI Velocity using U-Net Image Colorizer
He, Z., Huang, D. & Togneri, R., 3 Nov 2025, Proceedings of the 17th International Symposium on Computer Music Multidisciplinary Research. London, United Kingdom: PRISM Productions, p. 949-960 12 p.Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access