Discrete transforms are mathematical operations that convert discrete signals or data sequences from one domain to another, most commonly from the time domain to a frequency domain. This transformation allows for easier analysis, processing, and manipulation of the data, particularly for tasks such as filtering, compression, and feature extraction.