Using Wearables and Machine Learning to Help With Speech Disorders - DZone IoT

Speech is a fundamental aspect of human behavior, yet it remains something that many of us struggle with. It's believed that around 1 in 14 adults in the United States have some kind of voice disorder, and our understanding of such disorders makes it difficult to both diagnose and treat. A team from MIT and the Massachusetts General Hospital believe that machine learning can play a part in better understanding speech disorders. In a recent paper, they describe using a wearable device to collect accelerometer data to detect differences in people with Muscle Tension Dysphonia (MTD) and a control group. After such individuals with MTD had received therapy for the condition, their behaviors appeared to converge with that of the control group.