Evidence mapPaperPMID 40953439Full record

ArticleJMIR formative research2025

TruVox Web-Based Software for Vocal Pitch Training in Transgender Women: Development and Single-Session Evaluations.

Sam R Weese, Mary E Wilkens, Om Jadhav, Xiangyi Wang, Ansh Bhanushali, Tyler DiLoreto, Reyna Kozel, Renee L Gustin, Tara McAllister, Victoria Sue McKenna and 1 more

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Sam R WeeseUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0003-1721-1904
Mary E WilkensUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0000-5656-3935
Om JadhavUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0007-6937-8465
Xiangyi WangUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0000-7221-1286
Ansh BhanushaliUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0001-5024-5239
Tyler DiLoretoUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0000-3138-0681
Reyna KozelUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0003-2932-4762
Renee L GustinUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0009-0006-4821-3330
Tara McAllisterDepartment of Communicative Sciences and Disorders, New York University, New York, NY, United States.ORCID 0000-0003-2230-2897
Victoria Sue McKennaUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0000-0003-4230-905X
Vesna Dominika NovakUniversity of Cincinnati, Cincinnati, OH, United States.ORCID 0000-0001-9143-2682

Funding

Improving the accessibility of transgender voice training with visual-acoustic biofeedbackR21DC021537 · UNIVERSITY OF CINCINNATI · 2025 to 2025
$331k
NIDCD NIH HHS R21 DC021537
6 · The paper itself

Abstract

backgroundTransgender people often experience distress due to a mismatch between their gender and the way their voice is perceived (eg, transgender women with low pitch), which significantly reduces their mental health and quality of life. This is especially a problem for transfeminine people and can be reduced with gender-affirming voice training (GAVT), but such training is often inaccessible due to factors such as price and geographical constraints.

objectiveWe aim to improve the limited availability of GAVT by developing and testing a free web-based software platform (named TruVox; University of Cincinnati) that would combine real-time feedback about the user's voice with structured vocal pitch exercises for transfeminine people.

methodsThe current publicly accessible TruVox prototype focuses on vocal pitch training with 5 structured exercises that provide real-time pitch visualizations as well as supporting videos and text. It was tested in 2 evaluation stages: initial remote usability evaluations and a later single-session in-person evaluation with 21 transfeminine participants under the supervision of 2 researchers. In remote evaluations, participants reported bugs and usability issues that were iteratively addressed. In the in-person evaluation, participants tested the final software prototype and filled out the System Usability Scale, then performed 10 repetitions of different exercises to gauge performance improvement with practice. They also filled out the Intrinsic Motivation Inventory for each exercise.

resultsThe System Usability Scale score had a mean of 79.8 (SD 12.8) on a 100-point scale, Intrinsic Motivation Inventory scores were high (eg, interest/enjoyment over 11/14), and exercise performance significantly improved in all but 1 exercise (P values ranging from below .001 to .095). As qualitative feedback, participants requested to be able to use the software without much preparation and suggested several desirable future features, such as performance tracking and goal-setting.

conclusionsWhile the pitch training module should not be considered a complete GAVT package, TruVox represents a promising foundation for further GAVT software because it was perceived as usable and motivating and allowed participants to improve their exercise performance. To our knowledge, TruVox is the first GAVT software that combines real-time voice visualization with structured exercises, and this study represents the first quantitative human subjects evaluation of GAVT software. In the future, TruVox will be expanded with additional modules such as resonance training, then tested in longer-term trials.

Indexed as

SoftwareTransgender PersonsVoice TrainingAdultFemaleHumansInternetMaleMiddle AgedQuality of LifeYoung Adultexercise technologiesmobile phoneserious gamestransgender healthusabilityuser experiencevoice training

Identifiers

PMID40953439
PMCPMC12481138

What Socratic holds

Textmetadata
LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.