ASD3DP-DG
Same design. Different machines. A harder test.
SubmittedICASSP
Studying domain generalization across three independently assembled printer builds. Submitted to ICASSP, with code and research resources available on GitHub.
What changes when the machine changes?
ASD3DP-DG extends the experimental program to three independently assembled printer builds with common four-channel acquisition. Fixed source/target evaluations investigate generalization across physical builds.
An expanding experimental program
Printers sharing a design can still differ in components, assembly, calibration and wear. The study examines these differences through controlled evaluations of transfer across builds.
Submission and open resources
This work has been submitted to ICASSP. Its public GitHub repository provides the dataset guide and benchmark resources.
Research record
ASD3DP-DG: Cross-Build Domain Generalization for 3D-Printer Anomalous Sound Detection
2026 · Submitted · ICASSP