The diagnosis of Huntington’s disease (HD) is based primarily on the motor exam component of the Unified Huntington’s Disease Rating […]
Read more
Currently browsing: Research Studies
Canary Speech Fatigue Model for Japanese
Abstract: Toward an automatic health monitoring tool, we investigate voice analysis technology to extract related features from speech and to […]
Read moreMild Cognitive Impairment (MCI) Detection via Voice Analysis
Dementia is a significant threat to our society, both in terms of personal life and public health. Early diagnosis of […]
Read more
Detecting anxiety and depression from phone conversations using x-vectors
We developed a model for detecting anxiety and depression from telephony recordings between a customer and a representative at a […]
Read more
Voice: An Indicator of Stress
Abstract: A group of 340 individuals came together to test whether voice could be a strong indicator of stress compared […]
Read moreAlzheimer’s Model Performance
Background: An estimated 46.7 million people aged 65 and older have Alzheimer’s or a related form of dementia. Because there […]
Read moreToward Estimating Personal Well- Being Using Voice
Abstract: Estimating personal well-being draws increasing attention particularly from healthcare and pharmaceutical industries. We propose an approach to estimate personal […]
Read moreDepression Severity Detection Using Read Speech With A Divide-And-Conquer Approach
Abstract: We propose a divide-and-conquer approach to detect depression severity using speech. We divide speech features based on their attributes, […]
Read more“How are you?” Estimation of anxiety, sleep quality, and mood using computational voice analysis
Abstract: We developed a method of estimating impactors of cognitive function (ICF) – such as anxiety, sleep quality, and mood […]
Read moreMachine Learning in Drug Discovery and Development Part 1: A Primer
Artificial intelligence, in particular machine learning (ML), has emerged as a key promising pillar to overcome the high failure rate […]
Read more