{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T13:10:41Z","timestamp":1778764241589,"version":"3.51.4"},"reference-count":19,"publisher":"Elsevier BV","issue":"3","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/100006108","name":"National Center for Advancing Translational Sciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006108","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","jvoice.org","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Voice"],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1016\/j.jvoice.2023.12.008","type":"journal-article","created":{"date-parts":[[2023,12,29]],"date-time":"2023-12-29T01:52:49Z","timestamp":1703814769000},"page":"614-623","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":3,"title":["Validation of an AI-assisted Treatment Outcome Measure for Gender-Affirming Voice Care: Comparing AI Accuracy to Listener\u2019s Perception of Voice Femininity"],"prefix":"10.1016","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-9898-2740","authenticated-orcid":false,"given":"Shane","family":"Simon","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Einav","family":"Silverstein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lauren","family":"Timmons-Sund","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeremy M.","family":"Pinto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. Eugenia","family":"Castro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karla","family":"O\u2019Dell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael M.","family":"Johns III","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wendy J.","family":"Mack","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1635-8627","authenticated-orcid":false,"given":"Yael","family":"Bensoussan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.jvoice.2023.12.008_bib1","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1016\/j.otc.2019.03.007","article-title":"Transgender voice and communication","volume":"52","author":"Gray","year":"2019","journal-title":"Otolaryngol Clin N Am"},{"key":"10.1016\/j.jvoice.2023.12.008_bib2","doi-asserted-by":"crossref","first-page":"3869","DOI":"10.1210\/jc.2017-01658","article-title":"Endocrine treatment of gender-dysphoric\/gender-incongruent persons: an endocrine society* clinical practice guideline","volume":"102","author":"Hembree","year":"2017","journal-title":"J Clin Endocrinol Metab"},{"key":"10.1016\/j.jvoice.2023.12.008_bib3","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1111\/j.1460-6984.2012.00185.x","article-title":"Transgender voice and communication treatment: a retrospective chart review of 25 cases","volume":"48","author":"Hancock","year":"2013","journal-title":"Int J Lang Commun Disord"},{"key":"10.1016\/j.jvoice.2023.12.008_bib4","doi-asserted-by":"crossref","first-page":"875","DOI":"10.1002\/lary.26110","article-title":"Perceptual analysis of the male-to-female transgender voice after glottoplasty\u2014the telephone test","volume":"127","author":"Meister","year":"2017","journal-title":"Laryngoscope"},{"key":"10.1016\/j.jvoice.2023.12.008_bib5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3389\/fpsyg.2012.00023","article-title":"The role of pitch and timbre in voice gender categorization","volume":"3","author":"Pernet","year":"2012","journal-title":"Front Psychol"},{"key":"10.1016\/j.jvoice.2023.12.008_bib6","doi-asserted-by":"crossref","first-page":"1150","DOI":"10.3758\/APP.71.5.1150","article-title":"The role of f (0) and formant frequencies in distinguishing the voices of men and women","volume":"71","author":"Hillenbrand","year":"2009","journal-title":"Atten Percept Psychophys"},{"key":"10.1016\/j.jvoice.2023.12.008_bib7","doi-asserted-by":"crossref","first-page":"592","DOI":"10.1016\/j.jvoice.2017.06.023","article-title":"Gender perception after raising vowel fundamental and formant frequencies: considerations for oral resonance research","volume":"32","author":"Gallena","year":"2018","journal-title":"J Voice"},{"key":"10.1016\/j.jvoice.2023.12.008_bib8","doi-asserted-by":"crossref","first-page":"820","DOI":"10.1121\/1.398894","article-title":"Analysis, synthesis, and perception of voice quality variations among female and male talkers","volume":"87","author":"Klatt","year":"1990","journal-title":"J Acoust Soc Am"},{"key":"10.1016\/j.jvoice.2023.12.008_bib9","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1044\/2017_JSLHR-S-17-0067","article-title":"Voice, articulation, and prosody contribute to listener perceptions of speaker gender: a systematic review and meta-analysis","volume":"61","author":"Leung","year":"2018","journal-title":"J Speech Lang Hear Res"},{"key":"10.1016\/j.jvoice.2023.12.008_bib10","doi-asserted-by":"crossref","first-page":"E1611","DOI":"10.1002\/lary.29281","article-title":"Deep learning for voice gender identification: proof-of-concept for gender-affirming voice care","volume":"131","author":"Bensoussan","year":"2021","journal-title":"Laryngoscope"},{"key":"10.1016\/j.jvoice.2023.12.008_bib11","doi-asserted-by":"crossref","first-page":"2567","DOI":"10.1002\/lary.29605","article-title":"A comparison of an artificial intelligence tool to fundamental frequency as an outcome measure in people seeking a more feminine voice","volume":"131","author":"Bensoussan","year":"2021","journal-title":"Laryngoscope"},{"key":"10.1016\/j.jvoice.2023.12.008_bib12","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1044\/1058-0360(2008\/08-0017)","article-title":"Consensus auditory-perceptual evaluation of voice: development of a standardized clinical protocol","volume":"18","author":"Kempster","year":"2009","journal-title":"Am J Speech-Lang Pathol"},{"key":"10.1016\/j.jvoice.2023.12.008_bib13","series-title":"Voice and Articulation Drillbook","author":"Fairbanks","year":"1960"},{"key":"10.1016\/j.jvoice.2023.12.008_bib14","unstructured":"Boersma P., Weenink D. Praat: doing phonetics by computer [Computer program]. https:\/\/www.praat.org."},{"key":"10.1016\/j.jvoice.2023.12.008_bib15","doi-asserted-by":"crossref","first-page":"875.e15","DOI":"10.1016\/j.jvoice.2020.10.001","article-title":"Perceptual voice qualities database (PVQD): database characteristics","volume":"36","author":"Walden","year":"2020","journal-title":"J Voice"},{"key":"10.1016\/j.jvoice.2023.12.008_bib16","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1016\/j.jbi.2008.08.010","article-title":"Research electronic data capture (REDCap)\u2014a metadata-driven methodology and workflow process for providing translational research informatics support","volume":"42","author":"Harris","year":"2009","journal-title":"J Biomed Inform"},{"key":"10.1016\/j.jvoice.2023.12.008_bib17","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbi.2019.103208","article-title":"The REDCap consortium: building an international community of software platform partners","volume":"95","author":"Harris","year":"2019","journal-title":"J Biomed Inform"},{"key":"10.1016\/j.jvoice.2023.12.008_bib18","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.jvoice.2004.07.003","article-title":"Adverse effects of environmental noise on acoustic voice quality measurements","volume":"19","author":"Deliyski","year":"2005","journal-title":"J Voice"},{"key":"10.1016\/j.jvoice.2023.12.008_bib19","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1080\/00221309.2016.1258388","article-title":"McGurk effect in gender identification: vision trumps audition in voice judgments","volume":"144","author":"Peynircio\u01e7lu","year":"2017","journal-title":"J Gen Psychol"}],"container-title":["Journal of Voice"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0892199723003958?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0892199723003958?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T12:38:03Z","timestamp":1778762283000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0892199723003958"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":19,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2026,5]]}},"alternative-id":["S0892199723003958"],"URL":"https:\/\/doi.org\/10.1016\/j.jvoice.2023.12.008","relation":{},"ISSN":["0892-1997"],"issn-type":[{"value":"0892-1997","type":"print"}],"subject":[],"published":{"date-parts":[[2026,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Validation of an AI-assisted Treatment Outcome Measure for Gender-Affirming Voice Care: Comparing AI Accuracy to Listener\u2019s Perception of Voice Femininity","name":"articletitle","label":"Article Title"},{"value":"Journal of Voice","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jvoice.2023.12.008","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Voice Foundation. Published by Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}]}}