Automatic speech recognition underperforms with diverse accents as measured by Word Error Rate and a semantic similarity measure.
PURPOSE Automated Speech Recognition (ASR) is used in assistive technologies such as caption phone and video calls for people who are deaf or hard of hearing. Evidence indicates that ASR's poor caption accuracy with "accented" speech (not the "standard" United States Broadcasting Mid-Western accent) is a barrier to suc...