WaveDetect introduces a signal processing approach using continuous wavelet transforms to detect machine-generated text by identifying spectral fingerprints. It outperforms existing methods in accuracy and robustness across adversarial attacks, domain shifts, and evolving LLMs, demonstrating strong generalization on RAID, EvoBench, and Domain-Shift datasets.