Skip to main content
Log in

Voice-based judgments of sex, height, weight, attractiveness, health, and psychological traits based on free speech versus scripted speech

  • Brief Report
  • Published:
Psychonomic Bulletin & Review Aims and scope Submit manuscript

Abstract

How do we perceive others based on their voices? This question has attracted research and media attention for decades, producing hundreds of studies showing that the voice is socially and biologically relevant, but these studies vary in methodology and ecological validity. Here we test whether vocalizers producing read versus free speech are judged similarly by listeners on ten biological and/or psychosocial traits. In perception experiments using speech from 208 men and women and ratings from 4,088 listeners, we show that listeners’ assessments of vocalizer sex and age are highly accurate, regardless of speech type. Assessments of body size, femininity-masculinity and women’s health also did not differ between free and read speech. In contrast, read speech elicited higher ratings of attractiveness, dominance and trustworthiness in both sexes and of health in males compared to free speech. Importantly, these differences were small, and we additionally show moderate to strong correlations between ratings of the same vocalizers based on their read and free speech for all ten traits, indicating that voice-based judgments are highly consistent within speakers, whether or not speech is spontaneous. Our results provide evidence that the human voice can communicate various biological and psychosocial traits via both read and free speech, with theoretical and practical implications.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data Availability

Raw data and codebooks for Jamovi and R scripts can be retrieved from: https://osf.io/ga4tp/?view_only=6e0f6b455db14bf79882c0f910277d96.

References

  • Ari, N., & Ustazhanov, M. (2014). Matplotlib in python. 2014 11th International Conference on Electronics, Computer and Computation (ICECCO) (pp. 1–6). IEEE.

    Google Scholar 

  • Atkinson, J., Pipitone, R. N., Sorokowska, A., Sorokowski, P., Mberira, M., Bartels, A., & Gallup, G. G., Jr. (2012). Voice and Handgrip Strength Predict Reproductive Success in a Group of Indigenous African Females. PloS One, 7(8), e41811.

    Article  PubMed  PubMed Central  Google Scholar 

  • Aung, T., & Puts, D. (2020). Voice pitch: A window into the communication of social power. Current Opinion in Psychology, 33, 154–161.

    Article  PubMed  Google Scholar 

  • Ferdenzi, C., Patel, S., Mehu-Blantar, I., Khidasheli, M., Sander, D., & Delplanque, S. (2013). Voice attractiveness: Influence of stimulus duration and type. Behavior Research Methods, 45(2), 405–413.

    Article  PubMed  Google Scholar 

  • Groyecka, A., Pisanski, K., Sorokowska, A., Havlíček, J., Karwowski, M., Puts, D., Roberts, C. S., & Sorokowski, P. (2017). Attractiveness is multimodal: beauty is also in the nose and ear of the beholder. Frontiers in Psychology, 8, 778.

    Article  PubMed  PubMed Central  Google Scholar 

  • Groyecka-Bernard, A., Pisanski, K., Frąckowiak, T., Kobylarek, A., Kupczyk, P., Oleszkiewicz, A., Sabiniewicz, A., Wróbel, M., & Sorokowski, P. (2022). Do voice-based judgments of socially relevant speaker traits differ across speech types? Journal of Speech, Language, and Hearing Research, 65(10), 3674–3694.

    Article  PubMed  Google Scholar 

  • Jensen, A. R. (2001). Vocabulary and general intelligence. Behavioral and Brain Sciences, 24(6), 1109–1110.

    Article  PubMed  Google Scholar 

  • Kamiloğlu, R. G., & Sauter, D. A. (2021). Voice production and perception. In Oxford Research Encyclopedia of Psychology. https://oxfordre.com/psychology/view/10.1093/acrefore/9780190236557.001.0001/acrefore-9780190236557-e-766

  • Knowles, K. K., & Little, A. C. (2016). Vocal fundamental and formant frequencies affect perceptions of speaker cooperativeness. Quarterly Journal of Experimental Psychology, 69(9), 1657–1675.

    Article  Google Scholar 

  • Kordsmeyer, T. L., Hunt, J., Puts, D. A., Ostner, J., & Penke, L. (2018). The relative importance of intra- and intersexual selec- tion on human male sexually dimorphic traits. Evolution and Human Behavior, 39(4), 424–436.

    Article  Google Scholar 

  • Kreiman, J., & Sidtis, D. (2011). Foundation of voice studies: An interdisciplinary approach to voice production and perception. John Wiley & Sons.

    Book  Google Scholar 

  • Latinus, M., & Belin, P. (2011). Human voice perception. Current Biology, 21(4), R143–R145.

    Article  PubMed  Google Scholar 

  • Lavan, N. (2023). The time course of person perception from voices: A behavioral study. Psychological Science, 34(7), 771–783.

    Article  PubMed  Google Scholar 

  • Lüdecke, D., Ben-Shachar, M. S., Patil, I., & Makowski, D. (2020). Extracting, computing and exploring the parameters of statistical models using R. Journal of Open Source Software, 5(53), 2445.

    Article  Google Scholar 

  • Mahrholz, G., Belin, P., & McAleer, P. (2018). Judgements of a speaker’s personality are correlated across differing content and stimulus type. PloS One, 13(10), e0204991.

    Article  PubMed  PubMed Central  Google Scholar 

  • Mayew, W. J., Parsons, C. A., & Venkatachalam, M. (2013). Voice pitch and the labor market success of male chief executive officers. Evolution and Human Behavior, 34(4), 243–248.

    Article  Google Scholar 

  • McAleer, P., Todorov, A., & Belin, P. (2014). How do you say ‘Hello’? Personality impressions from brief novel voices. PloS one, 9(3), e90779.

    Article  PubMed  PubMed Central  Google Scholar 

  • Painter, D., Fasoli, F., & Sulpizio, S. (2021/in press). The impact of stimuli length and analytic method on auditory ‘Gaydar’ research. Journal of Voice. https://doi.org/10.1016/j.jvoice.2021.08.016

  • Pipitone, N. R., & Gallup, G. G., Jr. (2008). Women’s voice attractiveness varies across the menstrual cycle. Evolution and Human Behavior, 29(4), 268–274.

    Article  Google Scholar 

  • Pisanski, K., Fraccaro, P. J., Tigue, C. C., O’Connor, J. J., Röder, S., Andrews, P. W., Fink, B., DeBruine, L. M., Jones, B. C., & Feinberg, D. R. (2014). Vocal indicators of body size in men and women: a meta-analysis. Animal Behaviour, 95, 89–99.

    Article  Google Scholar 

  • Pisanski, K., Nowak, J., & Sorokowski, P. (2016). Individual differences in cortisol stress response predict increases in voice pitch during exam stress. Physiology & Behavior, 163, 234–238.

    Article  Google Scholar 

  • Pisanski, K., Raine, J., & Reby, D. (2020). Individual differences in human voice pitch are preserved from speech to screams, roars and pain cries. Royal Society open science, 7(2), 191642.

    Article  PubMed  PubMed Central  Google Scholar 

  • Pisanski, K., Groyecka-Bernard, A., & Sorokowski, P. (2021). Human voice pitch measures are robust across a variety of speech recordings: methodological and theoretical implications. Biology Letters, 17(9), 20210356.

    Article  PubMed  PubMed Central  Google Scholar 

  • Pisanski, K., & Bryant, G. A. (2019). The evolution of voice perception. In N. Edsheim & K. Meizel (Eds.), The oxford handbook of voice studies (pp. 269–300). The Oxford Handbook of Voice Studies.

    Google Scholar 

  • Puts, D. A., Hodges, C. R., Cárdenas, R. A., & Gaulin, S. J. (2007). Men’s voices as dominance signals: vocal fundamental and formant frequencies influence dominance attributions among men. Evolution and Human Behavior, 28(5), 340–344.

    Article  Google Scholar 

  • Rubenstein, A. J. (2005). Variation in perceived attractiveness: Differences between dynamic and static faces. Psychological Science, 16(10), 759–762.

    Article  PubMed  Google Scholar 

  • Schild, C., Aung, T., Kordsmeyer, T. L., Cardenas, R. A., Puts, D. A., & Penke, L. (2020a). Linking human male vocal parameters to perceptions, body morphology, strength and hormonal profiles in contexts of sexual selection. Scientific Reports, 10(1), 1–16.

    Article  Google Scholar 

  • Schild, C., Stern, J., & Zettler, I. (2020b). Linking men’s voice pitch to actual and perceived trustworthiness across domains. Behavioral Ecology, 31(1), 164–175.

    Google Scholar 

  • Sorokowski, P., Puts, D., Johnson, J., Żółkiewicz, O., Oleszkiewicz, A., Sorokowska, A., Kowal, M., Borkowska, B., & Pisanski, K. (2019). Voice of authority: professionals lower their vocal frequencies when giving expert advice. Journal of Nonverbal Behavior, 43(2), 257–269.

    Article  Google Scholar 

  • Sorokowski, P., Groyecka-Bernard, A., & Luty, J. (2022). Methodological aspects of using different lengths stimuli in voice research: short review. Proceedings of Meetings on Acoustics, 46, 050001.

    Article  Google Scholar 

  • Székely, É., Henter, G. E., Beskow, J., & Gustafson, J. (2019). Spontaneous conversational speech synthesis from found data (pp. 4435–4439). Interspeech.

    Google Scholar 

  • Székely, É., Henter, G. E., Beskow, J., & Gustafson, J. (2020). Breathing and speech planning in spontaneous speech synthesis. In IEEE International Conference on Acoustics, Speech and Signal Processing (pp. 7649–7653)

    Google Scholar 

  • Tigue, C. C., Borak, D. J., O’Connor, J. J., Schandl, C., & Feinberg, D. R. (2012). Voice pitch influences voting behavior. Evolution and Human Behavior, 33(3), 210–216.

    Article  Google Scholar 

  • Titze, I. R. (1989). Physiologic and acoustic differences between male and female voices. Journal of the Acoustical Society of America, 85(4), 1699–1707.

    Article  PubMed  Google Scholar 

  • Wester, M., Watts, O., & Henter, G. E. (2016). Evaluating comprehension of natural and synthetic conversational speech. Speech Prosody, 8, 736–740.

    Google Scholar 

  • Wickham, H., Chang, W., Henry, L., Pedersen, T. L., Takahashi, K., Wilke, C., Woo, K., Yutani, H., & Dunnington, D. (2016). Create elegant data visualisations using the grammar of graphics. R package version, 3(0)

  • Winkworth, A. L., Davis, P. J., Ellis, E., & Adams, R. D. (1994). Variability and consistency in speech breathing during reading: Lung volumes, speech intensity, and linguistic factors. Journal of Speech, Language, and Hearing Research, 37(3), 535–556.

    Article  Google Scholar 

Download references

Funding

This work was supported by a grant from the National Science Centre (grant no. 2016/23/B/HS6/00771).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Katarzyna Pisanski.

Ethics declarations

Conflicts of interest/Competing interest

The authors declare no conflicts of interest.

Ethics approval

Study protocols were accepted by the ethics committee at the Institute of Psychology, University of Wroclaw, Poland.

Consent to participate

Vocalizers and raters provided informed consent prior to study inclusion.

Consent for publication

The manuscript was read and approved by all authors.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (XLSX 31 KB)

Supplementary file2 (PDF 1054 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sorokowski, P., Pisanski, K., Frąckowiak, T. et al. Voice-based judgments of sex, height, weight, attractiveness, health, and psychological traits based on free speech versus scripted speech. Psychon Bull Rev (2024). https://doi.org/10.3758/s13423-023-02445-5

Download citation

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.3758/s13423-023-02445-5

Keywords

Navigation