From Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation.

@inproceedings{liu-2026-physics, author = {Fengrui Liu and Ruiyang Huang and Qijian Zheng and Yuanfang Wang and Feng Liu}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{From Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {595--604}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810789}, doi = {https://doi.org/10.1145/3805622.3810789} }