Music 421A covers typical spectrum analysis and processing arising in digital audio research. The main topics addressed are practical time-frequency analysis using Fast Fourier Transforms (FFT), spectral foundations for Music Information Retrieval (MIR) and Audio Machine Learning, sound synthesis by means of spectral models, and FFT-based signal processing.