Zeyu Xu
Research Interests
While my main research has been focused on extensions of the Image source method (ISM) to enable more accurate and efficient simulation of room acoustics. I am also interested in the problems in the following domains:
- Room acoustics modeling, Acoustics
- Finite element methods
- Spatial audio
- Physics-informed neural networks
- Psychoacoustics
- Spatial intelligence
Research Projects
- Room acoustic simulation: extending the image source method to arbitrary directional source and receiver devices due to transducer properties and wave diffraction. Arbitrary room geometries are also supported by the framework (DEISM).
- Room impulse response completion: generating realistic late reverberation from simulated early reflections with diffusion models.
- Room impulse response classification: probing the gap between simulated and measured room impulse responses.
Publications
Master Thesis
- Rahul Dev Kaipamkulam: Physics-Informed Artificial Boundary Models For 3D Acoustic Field Reconstruction
Hiwi Students
- Muyue Xi: Helping developing directivity visualizer for DEISM
- Songjiang Tan: Helping developing C++ codes in DEISM's ISM engines for convex rooms
- Jinying Chen
- Xiaochen Yang