Erik Larsen, Sonde Health
Brad Dickerson, Massachusetts General Hospital
Bonnie Wong, Massachusetts General Hospital
MassAITC Cohort: Year 1
Project Abstract: This project enrolls 50 subjects, age 55 and above, to participate in a longitudinal pilot study examining the potential to monitor mental status as a way to detect potential declines in cognitive functioning through a voice analysis (vocal biomarker) platform implemented on an existing smartphone app. The focus of this study is on feasibility in naturalistic environments (home) vs. controlled laboratory setting.
We will recruit patients from the MGH Frontotemporal Dementia Unit clinical research program, representing a wide range of cognitive function (normal cognition, subjective cognitive decline, mild cognitive impairment, and mild dementia; the latter due to Alzheimer’s disease (AD) or Frontotemporal Lobar Degeneration (FTLD)). Participants will record 10-15 different voice samples and several non-vocal cognitive assessment under guidance of a research clinician on a smartphone in the lab and will then install the study app onto their personal smartphone device to conduct the same recording protocol later in the home environment. The app will also prompt users to record 30-second free speech responses to varying prompts daily for several weeks. The recordings will be analyzed for voice acoustic features previously identified to correlate with mental status.
This study will examine the practicalities of gathering voice data in the home environment within the study population and compare the quality of these recordings with those conducted in the clinic. Voice recordings will also be analyzed longitudinally and serve as reference data set to test and validate vocal biomarkers relevant to the detection or monitoring of cognitive impairment.