Time-Frequency Masking is a technique used in signal processing to isolate or enhance certain components of a signal by applying a mask in the time-frequency domain. This approach is particularly useful in applications like speech enhancement and source separation, where it helps in selectively filtering out noise or unwanted elements while preserving the desired signal characteristics.