GlitchGAN generates class-conditioned time-domain glitches that pass Gravity Spy classification and show UMAP overlap with real samples while running at high speed.
Abadieet al., Search for gravitational waves from com- pact binary coalescence in ligo and virgo data from s5 and vsr1, Physical Review D82, 10.1103/physrevd.82.102001 (2010)
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Realistic Time-Domain Synthesis of Gravitational-Wave Detector Glitches using Class-Conditional Derivative Generative Adversarial Networks
GlitchGAN generates class-conditioned time-domain glitches that pass Gravity Spy classification and show UMAP overlap with real samples while running at high speed.