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Updated: Jul 10, 2026

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Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
Published on: September 27, 2024
As group size increases, individuals modify their vocal features to signal cooperation while remaining recognizable
Elisa Pellegrino1, Volker Dellwo1
1Department of Computational Linguistics, University of Zurich, Zurich, Switzerland.
Frontiers in Psychology
|July 9, 2026
Summary
In larger groups, speakers selectively adjust their voices to cooperate while maintaining vocal identity. This selective accommodation balances the need for recognizability with the demands of group communication.
Area of Science:
- Speech communication
- Acoustic phonetics
- Social psychology
Background:
- Human cooperation relies on vocal accommodation, where voices become more similar.
- Maintaining vocal individuality is crucial when recognizability is prioritized over alignment.
- Animal communication suggests larger social groups foster greater vocal individuality.
Purpose of the Study:
- To investigate how group size influences vocal accommodation and the balance between cooperation and individuality.
- To determine if speakers adapt their vocal features to maintain recognizability in varying group sizes.
Main Methods:
- An interactive online game assessed vocal accommodation in groups of 3 and 5 players.
- Acoustic features (harmonicity, jitter, F0, formant dispersion, duration) were analyzed.
- Principal Component Analysis reduced acoustic data to identify group size effects on vocal convergence.
Main Results:
- Accommodation was selective in larger groups; speakers converged on some features while maintaining others.
- No significant group size effect was found for voice quality measures (PC1).
- Reduced inter-speaker differences (PC2), driven by F0 and duration, indicated convergence in larger groups, often asymmetrical.
Conclusions:
- Speakers strategically balance cooperation and individuality based on group size and recognizability demands.
- Vocal accommodation is not uniform but selective, adapting to social contexts.
- Recognizability needs significantly shape how individuals accommodate their voices in group settings.
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