The IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015) is a biennial event, traditionally bringing together researchers from academia and industry in an intimate and collegial setting to discuss problems of common interest in automatic speech recognition and understanding. The next workshop takes place in Scottsdale, Arizona, December 13-17, 2015.