Digital signal processors (DSPs) are specialized processors used to process real-time data. They are optimized for repetitive arithmetic operations like multiplication and addition. DSPs have architectures like Harvard and Super Harvard that improve speed by allowing parallel memory access and instruction fetching. They also use techniques like pipelining and include hardware units like the multiplier-accumulator that can perform multiply-add operations in a single cycle for fast processing of digital signal algorithms.