This lecture revisits the Karplus-Strong algorithm, focusing on periodic sequences and the Discrete Fourier Series (DFS). It explains how to capture all information with only N Fourier coefficients and analyzes the DFT of L periods, highlighting the orthogonality proof for the DFT basis.