A method of monitoring vibration amplitude and frequeucy in a rotary machine by spectral analysis of the vibration data. Vibration amplitudes are recorded as a function of rotation speed and of frequency and the data is analyzed to estimate a noise floor amplitude threshold for each of a plurality of different speed...