Examples of a speech signal (top), a sinusoidal, and noise (bottom)
Radio amateurs have been using adaptive noise reduction and adaptive notch filters for decades. They came with the advent of audio digital signal processing.
Few however, understand how different they are from ordinary frequency selective filters and for many they appear to do something magic, very different from ordinary filters.