Yiwei Ding
M.Sc. Yiwei Ding
Research Assistant / PhD Student
Computational Humanities
Universität Würzburg
Hubland Nord (ZPD)
Emil-Hilb-Weg 23
Hubland Nord (ZPD)
Emil-Hilb-Weg 23
97074
Würzburg
Germany
Gebäude:
ZPD
Raum:
02.007
E-Mail:
yiwei.ding@uni-wuerzburg.de
Education
- 06.2024 - Now Research Assistant/Ph.D. student, University of Würzburg
- 08.2022 - 05.2024 Master of Science in Music Technology, Georgia Institute of Technology
- 09.2018 - 06.2022 Bachelor of Science in Data Science and Big Data Technology, Fudan University
Teaching Activities
- Master's Thesis: Sapana Gupta, “Colorization of Egyptian Relief Images”, University of Würzburg, 2025
- Bachelor's Thesis: Jan Esperer, “Sound Activity Detection by Demixing: a Case Study on Western Films”, University of Würzburg, 2025
- Lecture: Music Information Retrieval for MSc Computer Science, University of Würzburg, Summer 2024
- Seminar: Music Processing, University of Würzburg, Winter 2023/24
Reviewing
- International Society for Music Information Retrieval Conference (ISMIR, 2025)
- Outstanding Reviewer (2025)
- International Conference on Acoustics, Speech, and Signal Processing (ICASSP, 2024)
- International Computer Music Conference (ICMC, 2025)
-
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA, 2025)
Publications
2025[ to top ]
-
“Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition”, in European Conference on Information Retrieval, in Lecture Notes in Computer Science. Springer, 2025, pp. 218–232. doi: 10.1007/978-3-031-88711-6\_14.
-
“Towards Robust Music Transcription by Measuring Cross-Version Consistency in Western Classical Music”, in Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Daejeon, South Korea, 2025, pp. 271–278. [Online]. Available: https://doi.org/10.5281/zenodo.17811552
- [ BibTeX ]
-
“An Evaluation Strategy for Local Key Estimation: Exploiting Cross-Version Consistency”, in Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Daejeon, Republic of Korea, 2025, pp. 158–165.
- [ BibTeX ]
2024[ to top ]
-
“Towards Robust Local Key Estimation with a Musically Inspired Neural Network”, in Proceedings of the European Signal Processing Conference (EUSIPCO), Lyon, France: IEEE, 2024, pp. 26–30.
- [ BibTeX ]
2023[ to top ]
-
“Audio Embeddings as Teachers for Music Classification.”, in Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), A. Sarti, F. Antonacci, M. Sandler, P. Bestagini, S. Dixon, B. Liang, G. Richard, and J. Pauwels, Eds., 2023, pp. 579–587. doi: 10.5281/ZENODO.10265353.
2022[ to top ]
-
“Multi-Query Multi-Head Attention Pooling and Inter-Topk Penalty for Speaker Verification.”, in ICASSP, IEEE, 2022, pp. 6737–6741. doi: 10.1109/ICASSP43922.2022.9746178.




