The 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015) will be held in Scottsdale, Arizona, USA, on December 13-17, 2015, at the FireSky Resort & Spa. The ASRU workshop meets every two years and has a tradition of 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.