This report contains a summary of recent advances in the development of computational aeroacoustic methods for predicting the vibration and acoustics associated with grazing flow past cavities. The applications for which this flow field applies vary greatly and thus many Mach number regimes and cavity geometries are discussed. In addition to the computational developments, recent experimental studies are discussed. The results of many of these experiments can be used for validation of present and future prediction tools.