Literature DB >> 33441596

Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters.

Toe Aung1, Stefan Goetz2, John Adams2, Clint McKenna3, Catherine Hess1, Stiven Roytman2, Joey T Cheng4, Samuele Zilioli2, David Puts5.   

Abstract

Human voice pitch is highly sexually dimorphic and eminently quantifiable, making it an ideal phenotype for studying the influence of sexual selection. In both traditional and industrial populations, lower pitch in men predicts mating success, reproductive success, and social status and shapes social perceptions, especially those related to physical formidability. Due to practical and ethical constraints however, scant evidence tests the central question of whether male voice pitch and other acoustic measures indicate actual fighting ability in humans. To address this, we examined pitch, pitch variability, and formant position of 475 mixed martial arts (MMA) fighters from an elite fighting league, with each fighter's acoustic measures assessed from multiple voice recordings extracted from audio or video interviews available online (YouTube, Google Video, podcasts), totaling 1312 voice recording samples. In four regression models each predicting a separate measure of fighting ability (win percentages, number of fights, Elo ratings, and retirement status), no acoustic measure significantly predicted fighting ability above and beyond covariates. However, after fight statistics, fight history, height, weight, and age were used to extract underlying dimensions of fighting ability via factor analysis, pitch and formant position negatively predicted "Fighting Experience" and "Size" factor scores in a multivariate regression model, explaining 3-8% of the variance. Our findings suggest that lower male pitch and formants may be valid cues of some components of fighting ability in men.

Entities:  

Year:  2021        PMID: 33441596      PMCID: PMC7806622          DOI: 10.1038/s41598-020-79408-6

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  37 in total

1.  Oestrous red deer hinds prefer male roars with higher fundamental frequencies.

Authors:  David Reby; Benjamin D Charlton; Yann Locatelli; Karen McComb
Journal:  Proc Biol Sci       Date:  2010-04-28       Impact factor: 5.349

2.  Predicting group-level outcome variables from variables measured at the individual level: a latent variable multilevel model.

Authors:  Marcel A Croon; Marc J P M van Veldhoven
Journal:  Psychol Methods       Date:  2007-03

3.  Lifting the curtain on the Wizard of Oz: biased voice-based impressions of speaker size.

Authors:  Drew Rendall; John R Vokey; Christie Nemeth
Journal:  J Exp Psychol Hum Percept Perform       Date:  2007-10       Impact factor: 3.332

4.  Vocal fundamental and formant frequencies are honest signals of threat potential in peripubertal males.

Authors:  Carolyn R Hodges-Simeon; Michael Gurven; David A Puts; Steven J C Gaulin
Journal:  Behav Ecol       Date:  2014-05-12       Impact factor: 2.671

5.  Age- and sex-related variations in vocal-tract morphology and voice acoustics during adolescence.

Authors:  Diana Markova; Louis Richer; Melissa Pangelinan; Deborah H Schwartz; Gabriel Leonard; Michel Perron; G Bruce Pike; Suzanne Veillette; M Mallar Chakravarty; Zdenka Pausova; Tomáš Paus
Journal:  Horm Behav       Date:  2016-04-08       Impact factor: 3.587

6.  Adaptations in humans for assessing physical strength from the voice.

Authors:  Aaron Sell; Gregory A Bryant; Leda Cosmides; John Tooby; Daniel Sznycer; Christopher von Rueden; Andre Krauss; Michael Gurven
Journal:  Proc Biol Sci       Date:  2010-06-16       Impact factor: 5.349

7.  Body height, immunity, facial and vocal attractiveness in young men.

Authors:  Ilona Skrinda; Tatjana Krama; Sanita Kecko; Fhionna R Moore; Ants Kaasik; Laila Meija; Vilnis Lietuvietis; Markus J Rantala; Indrikis Krams
Journal:  Naturwissenschaften       Date:  2014-10-18

8.  Sexual selection on male vocal fundamental frequency in humans and other anthropoids.

Authors:  David A Puts; Alexander K Hill; Drew H Bailey; Robert S Walker; Drew Rendall; John R Wheatley; Lisa L M Welling; Khytam Dawood; Rodrigo Cárdenas; Robert P Burriss; Nina G Jablonski; Mark D Shriver; Daniel Weiss; Adriano R Lameira; Coren L Apicella; Michael J Owren; Claudia Barelli; Mary E Glenn; Gabriel Ramos-Fernandez
Journal:  Proc Biol Sci       Date:  2016-04-27       Impact factor: 5.349

9.  Face of a fighter: Bizygomatic width as a cue of formidability.

Authors:  Samuele Zilioli; Aaron N Sell; Michael Stirrat; Justin Jagore; William Vickerman; Neil V Watson
Journal:  Aggress Behav       Date:  2014-06-06       Impact factor: 2.917

10.  A molecular phylogeny of living primates.

Authors:  Polina Perelman; Warren E Johnson; Christian Roos; Hector N Seuánez; Julie E Horvath; Miguel A M Moreira; Bailey Kessing; Joan Pontius; Melody Roelke; Yves Rumpler; Maria Paula C Schneider; Artur Silva; Stephen J O'Brien; Jill Pecon-Slattery
Journal:  PLoS Genet       Date:  2011-03-17       Impact factor: 5.917

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  7 in total

1.  Predicting strength from aggressive vocalizations versus speech in African bushland and urban communities.

Authors:  Karel Kleisner; Juan David Leongómez; Katarzyna Pisanski; Vojtěch Fiala; Clément Cornec; Agata Groyecka-Bernard; Marina Butovskaya; David Reby; Piotr Sorokowski; Robert Mbe Akoko
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2021-11-01       Impact factor: 6.237

2.  Human voice pitch measures are robust across a variety of speech recordings: methodological and theoretical implications.

Authors:  Katarzyna Pisanski; Agata Groyecka-Bernard; Piotr Sorokowski
Journal:  Biol Lett       Date:  2021-09-29       Impact factor: 3.812

3.  The Research of Chinese Martial Arts Cross-Media Communication System Based on Deep Neural Network.

Authors:  Yue Su; Jing Tian; Xin Zan
Journal:  Comput Intell Neurosci       Date:  2022-05-28

4.  Application of Data Mining in the Analysis of Martial Arts Athlete Competition Skills and Tactics.

Authors:  Lingrong Tao
Journal:  J Healthc Eng       Date:  2021-04-03       Impact factor: 2.682

Review 5.  Exploratory Systematic Review of Mixed Martial Arts: An Overview of Performance of Importance Factors with over 20,000 Athletes.

Authors:  João C A Bueno; Heloiana Faro; Seth Lenetsky; Aleksandro F Gonçalves; Stefane B C D Dias; André L B Ribeiro; Bruno V C da Silva; Carlos A Cardoso Filho; Bruna M de Vasconcelos; Júlio C Serrão; Alexandro Andrade; Tácito P Souza-Junior; João G Claudino
Journal:  Sports (Basel)       Date:  2022-05-24

6.  Vocal Cues to Male Physical Formidability.

Authors:  Alvaro Mailhos; Damián Amaro Egea-Caparrós; Cristina Guerrero Rodríguez; Mario Luzardo; Nansi Dilyanova Kiskimska; Francisco Martínez Sánchez
Journal:  Front Psychol       Date:  2022-07-05

7.  Facial width-to-height ratio predicts fighting success: A direct replication and extension of Zilioli et al. (2014).

Authors:  Neil R Caton; John Hannan; Barnaby J W Dixson
Journal:  Aggress Behav       Date:  2022-03-08       Impact factor: 3.047

  7 in total

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