SSP 2018 is the 20th in a series of unique meetings that bring members of the IEEE Signal Processing Society together with researchers from allied fields such as bioinformatics, communications, machine learning, and statistics. The scope of the workshop includes basic theory, methods and algorithms, and applications. SSP is a single-track workshop that includes invited talks, demonstrations and oral and poster presentations of refereed papers.