Time-frequency analysis is a methodological approach used to analyze signals whose frequency content changes over time. It provides representations that simultaneously depict how the spectral properties of a signal evolve across temporal intervals, enabling the study of non-stationary phenomena crucial in diverse scientific and engineering disciplines.