The PESQ (Perceptual Evaluation of Speech Quality) algorithm is a standardized method for objectively assessing the quality of speech signals in telecommunications. It compares an original signal with a degraded signal to provide a score that reflects human perception of speech quality, making it essential for optimizing voice communication systems.