Related Experiment Video
Updated: Aug 28, 2025
05:48
Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
Published on: August 9, 2024
1.6K
Evaluating voice samples as a potential source of information about personality
Zachariah N K Marrero1, Samuel D Gosling2, James W Pennebaker1
1Department of Psychology, University of Texas, Austin, USA.
Acta Psychologica
|September 20, 2022
Summary
Voice analysis can predict personality traits and other psychological factors. This study shows vocal and linguistic features from speech samples offer insights into personality, depression, age, and gender.
Area of Science:
- Psychology
- Linguistics
- Computer Science
Background:
- Speech is a rich medium for psychological expression.
- Non-self-report measures of personality are valuable.
- Voice analysis offers a novel approach to personality assessment.
Purpose of the Study:
- To evaluate voice samples as non-self-report personality measures.
- To determine if linguistic and vocal features predict personality traits.
- To compare voice-based predictions with those for depression, age, and gender.
Main Methods:
- Extracted 94 linguistic and 272 vocal features from 614 voice samples.
- Utilized Linguistic Inquiry Word Count and pyAudioAnalysis tools.
- Employed a two-stage, automated machine learning pipeline to predict Big Five Inventory personality scales.
Main Results:
- Voice samples accounted for an average of 10.67% of personality trait variance.
- Voice features also predicted depression, age, and gender.
- Results offer a conservative estimate of voice-based personality prediction.
Conclusions:
- Voice analysis is a promising tool for non-self-report personality assessment.
- Further optimization can enhance personality prediction accuracy from voice.
- Speech carries significant information about individual psychological characteristics.
Related Concept Videos
01:22Self-Report Tests of Personality
438
Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.
438
01:29Personality Theory by Eysenck and Eysenck
625
Hans and Sybil Eysenck developed a widely recognized theory of personality, which emphasizes the role of temperament and genetically based differences in shaping individual traits. Their theory posits that biological factors primarily determine personality and can be understood through two main dimensions: extroversion/introversion and neuroticism/stability.
In the extroversion/introversion dimension, highly extroverted people are sociable, outgoing, and easily connect with others. In contrast,...
In the extroversion/introversion dimension, highly extroverted people are sociable, outgoing, and easily connect with others. In contrast,...
625
03:00Self-Evaluation: Self-Enhancement and Self-Verification
5.3K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
5.3K
01:26Cultural Influences on Personality
260
Individualist and collectivist cultures emphasize different core values, shaping personality in distinct ways. In individualist cultures, such as those in the United States, England, and Australia, people prioritize independence, competition, and personal achievement. These societies tend to promote self-focused traits, with individuals often reporting higher levels of self-esteem. In contrast, collectivist cultures, commonly found in regions like Asia, Africa, and South America, emphasize...
260
01:24Cattell's 16 Personality Factors
1.2K
Raymond Cattell's trait theory offers a structured framework for understanding personality by distinguishing between two critical traits: surface and source traits. Surface traits are observable patterns of behavior, such as indecisiveness, anxiety, and irrational fears. These traits are less stable, varying across situations and over time. This means that they are less helpful in understanding the deeper aspects of an individual's personality.
In contrast, source traits are the...
In contrast, source traits are the...
1.2K
01:29Five-Factor Theory of Personality
1.1K
The five-factor model, often called the Big Five personality traits, is widely accepted in psychology as a comprehensive framework for understanding personality. These five traits — Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism — are often remembered using the acronym OCEAN.
Openness reflects creativity, curiosity, and openness to new experiences. Individuals scoring high in openness are imaginative, have a wide range of interests, and are independent...
Openness reflects creativity, curiosity, and openness to new experiences. Individuals scoring high in openness are imaginative, have a wide range of interests, and are independent...
1.1K