Discrete time signal processing (DTSP) involves analyzing and processing discrete time signals. Key concepts include discrete time signals which are sequences of numbers, sampling which converts continuous to discrete signals, and time and frequency domain analysis. DTSP is used for filtering signals, including low-pass, high-pass, and band-pass filters. Applications include speech processing, image processing, audio compression, and communications.