Neurocognitive Speech Taxonomy

Biomarker1 paper3 findings

  • Humans1

Associations

3

Hippocampal volume

upin humans1

1 study
  1. Neurocognitive Speech Taxonomy is associated with hippocampal volume in humans (r up to 0.28).

    Humanshippocampus

    Voice taxonomy detects cognitive decline and Alzheimer markers · medRxiv · 25 Sep 2026 · Preprint

Hippocampal volume →

Alzheimer's disease

downin humans1

1 study
  1. Neurocognitive Speech Taxonomy is associated with Alzheimer's disease in humans (d = −0.23).

    HumansAD biomarker status

    Voice taxonomy detects cognitive decline and Alzheimer markers · medRxiv · 25 Sep 2026 · Preprint

Alzheimer's disease →

Mild cognitive impairment

downin humans1

1 study
  1. Neurocognitive Speech Taxonomy predicts mild cognitive impairment in humans (d = −0.39).

    HumansMCI vs unimpaired

    Voice taxonomy detects cognitive decline and Alzheimer markers · medRxiv · 25 Sep 2026 · Preprint

Mild cognitive impairment →

Latest

Nov 2025: 0Dec 2025: 0Jan 2026: 0Feb 2026: 0Mar 2026: 0Apr 2026: 0May 2026: 0Jun 2026: 0Jul 2026: 0Aug 2026: 0Sep 2026: 1Oct 2026: 01
medRxivHumansPreprint

Voice taxonomy detects cognitive decline and Alzheimer markers

In 1,479 participants across three cohorts, a new voice taxonomy differentiated mild cognitive impairment with an effect size of d = −0.39 and tracked…In 1,479 participants across three cohorts, a new voice taxonomy differentiated mild cognitive impairment with an effect size of d = −0.39 and tracked cognitive change.