ImpactMat: Continuous Material Estimation for Inverse Impact Sound Rendering
The research aims to predict material properties from recorded impact sounds so a simulator can recreate realistic sounds for new objects. The solution, ImpactMat, uses a feed-forward model trained on a dataset of impact sounds and their known material parameters. This allows users to estimate continuous physical material values directly from audio recordings without needing manual tuning.