Examines the problem of speech enhancement where the objective is the recovery of a signal of interest (i.e., speech) from noisy observations. The book focuses on developing and analysing optimal filters in the Karhunen-Loeve expansion (KLE) domain. Both theoretical analysis and experiments are provided to study the performance of these filters.