Phase distortion is a synthesis method that modifies the phase of a waveform to produce new timbres, originally popularized by the Casio CZ series of synthesizers. It allows for complex sound shaping by altering the harmonic content of a signal, offering an alternative to traditional subtractive synthesis techniques.