# Using Speech Acoustics to Reveal Motor Disruptions in Psychosis

> **NIH NIH R21** · NORTHWESTERN UNIVERSITY · 2020 · $185,000

## Abstract

Project summary
The goal of this project is to investigate the feasibility of using speech acoustics as a clinical biomarker in
individuals at clinical high risk (CHR) for developing psychosis. There is evidence that disruptions to
cortico-cerebellar circuits in individuals experiencing attenuated psychosis symptoms impact motor
control of the face and limbs. This proposal would be the first study to examine whether these motor
disruptions in high-risk populations also affect the complex motor control required for speech. In Aim 1
an instrumental approach will be used to investigate the acoustic correlates of psychosis risk. Specifically,
speech data will be collected to investigate fine-grained acoustic properties of vowels and consonants in
simple repetition tasks as well as during more naturalistic conversational speech. The speech of CHR
young adults will be compared to age-matched healthy controls to discover if there are group differences
in the speech acoustics that allow us to classify speech samples into healthy and clinical groups. To
enable fast, reliable analysis, machine learning-based algorithms will be used to measure the acoustics
speech properties of interest. In Aim 2, the speech properties measured in Aim 1 will be compared to
other behavioral measures, in order to discover if they correlate with several measures of cerebellar
dysfunction (posture control, procedural learning, and motor timing) that are known to occur in CHR
individuals. These measures will provide convergent validity for these novel speech measures. Cognitive
capabilities which are related and unrelated to speech and motor control will also be assessed, to provide
specificity and divergent validity to these measures. In Aim 3, the links between speech features and
changes in symptom severity will be assessed at two time points, connecting changes in speech motor
control to longitudinal changes in the progression of the symptoms over 12 months. These investigations
may reveal speech as a novel and easily-collected biomarker enabling early detection of psychosis risk.

## Key facts

- **NIH application ID:** 9898478
- **Project number:** 5R21MH119677-02
- **Recipient organization:** NORTHWESTERN UNIVERSITY
- **Principal Investigator:** MATTHEW A GOLDRICK
- **Activity code:** R21 (R01, R21, SBIR, etc.)
- **Funding institute:** NIH
- **Fiscal year:** 2020
- **Award amount:** $185,000
- **Award type:** 5
- **Project period:** 2019-03-21 → 2022-12-31

## Primary source

NIH RePORTER: https://reporter.nih.gov/project-details/9898478

## Citation

> US National Institutes of Health, RePORTER application 9898478, Using Speech Acoustics to Reveal Motor Disruptions in Psychosis (5R21MH119677-02). Retrieved via AI Analytics 2026-05-23 from https://api.ai-analytics.org/grant/nih/9898478. Licensed CC0.

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