Mirror speech using a personalized digital voice for nonfluent aphasia

Mirror Speech Entrainment: A Novel Technique for Voice Personalized Speech Entrainment for Nonfluent Aphasia

Not applicable Interventional University of South Florida · NCT06829420

This project will test whether using a digitally personalized version of a person's own voice during speech entrainment helps adults with nonfluent aphasia speak more clearly.

Quick facts

PhaseNot applicable
Study typeInterventional
Enrollment20 (estimated)
Ages18 Years to 70 Years
SexAll
SponsorUniversity of South Florida Academic / other
Locations2 sites (Tampa, Florida and 1 other locations)
Trial IDNCT06829420 on ClinicalTrials.gov

What this trial studies

This interventional program uses AI voice cloning to create a personalized, digitally altered version of each participant's voice and delivers speech entrainment exercises through a mobile app. Participants complete entrainment tasks at home on smartphones mailed to them, using either the personalized voice or traditional therapist-model prompts (auditory-only or auditory-visual). The study compares language production outcomes between the personalized-voice condition and the traditional entrainment conditions. Eligibility focuses on English-dominant adults aged 18–70 with nonfluent aphasia due to left-hemisphere stroke.

Who should consider this trial

Good fit: Ideal candidates are adults 18–70 who are dominant English speakers with nonfluent aphasia after a left-hemisphere stroke and who can follow app-based instructions at home.

Not a fit: People whose aphasia is due to dementia, Parkinsonism, or other non-stroke causes, or who have severe comprehension problems, major cognitive disabilities, or uncorrected sensory deficits are unlikely to benefit from this approach.

Why it matters

Potential benefit: If successful, the approach could make speech entrainment more effective and comfortable by using a familiar-sounding voice to boost spoken language production.

How similar studies have performed: Traditional speech entrainment using therapist models has helped some people with nonfluent aphasia, but using AI-cloned personalized voices is a novel approach with limited prior clinical evidence.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Adults between the ages of 18-70 years old
* Dominant English-speaking
* Aphasia due to left hemisphere stroke

Exclusion Criteria:

* Individuals with aphasia due to other causes such as dementia, Alzheimer's disease and Parkinsonism
* Non-dominant English adult speakers
* Persons with significant difficulties with language comprehension
* Persons with concomitant cognitive disability
* Persons with uncorrected sensory deficits.

Where this trial is running

Tampa, Florida and 1 other locations

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.
Conditions Aphasia Non FluentStrokeAphasiaNonfluent aphasiaSpeech entrainmentSpeech synchronization
Last reviewed 2026-06-09 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.