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Multiple measures of working vowel space were computed from continuously sampled formant trajectories and were combined with measures of speech timing known to co-vary with clear articulation. Partial least squares regression (PLS-R) modeling was used to predict ratings of vocal attractiveness for male and female talkers based on the acoustic measures. PLS components that loaded on size and shape measures of working vowel space\u2014including the quadrilateral vowel space area, convex hull area, and bivariate spread of formants\u2014along with measures of speech timing were highly successful at predicting attractiveness in female talkers producing \/bVd\/ words. These findings are consistent with a number of hypotheses regarding human attractiveness judgments, including the role of sexual dimorphism in mate selection, the significance of traits signalling underlying health, and perceptual fluency accounts of preferences.<\/jats:p>","DOI":"10.1121\/10.0005730","type":"journal-article","created":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T15:30:09Z","timestamp":1630423809000},"page":"1548-1564","update-policy":"http:\/\/dx.doi.org\/10.1063\/aip-crossmark-policy-page","source":"Crossref","is-referenced-by-count":2,"title":["Examining vocal attractiveness through articulatory working space"],"prefix":"10.1121","volume":"150","author":[{"given":"Daniel A.","family":"Stehr","sequence":"first","affiliation":[{"name":"Department of Cognitive Sciences, University of California Irvine 1 , 3151 Social Sciences Plaza, Irvine, California 92697, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gregory","family":"Hickok","sequence":"additional","affiliation":[{"name":"Department of Cognitive Sciences, University of California Irvine 1 , 3151 Social Sciences Plaza, Irvine, California 92697, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sarah Hargus","family":"Ferguson","sequence":"additional","affiliation":[{"name":"Department of Communication Sciences and Disorders, University of Utah 2 , 390 South 1530 East, Room 1201, Salt Lake City, Utah 84112, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emily D.","family":"Grossman","sequence":"additional","affiliation":[{"name":"Department of Cognitive Sciences, University of California Irvine 1 , 3151 Social Sciences Plaza, Irvine, California 92697, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"231","published-online":{"date-parts":[[2021,8,31]]},"reference":[{"issue":"3","key":"2023071703471874200_c1","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1016\/S0892-1997(99)80048-4","article-title":"Sex hormones and the female voice","volume":"13","year":"1999","journal-title":"J. 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