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Updated: May 13, 2026

Foreign Accent and Forensic Speaker Identification in Voice Lineups: The Influence of Acoustic Features Based on Prosody
Published on: September 27, 2024
Accent-independent adaptation to foreign accented speech
Melissa M Baese-Berk1, Ann R Bradlow, Beverly A Wright
1Department of Communicative Sciences and Disorders, Michigan State University, Oyer Center B-7, East Lansing, Michigan 48824, USA. mbaese@msu.edu
Listeners can adapt to foreign-accented speech by experiencing diverse language backgrounds. This study shows that exposure to varied accents helps generalize learning to new talkers and unfamiliar language backgrounds.
Area of Science:
- Psycholinguistics
- Auditory perception
- Speech processing
Background:
- Listener adaptation to foreign-accented speech is possible.
- Prior research showed accent-specific learning from single-language backgrounds.
- Talker-independent but accent-dependent learning was previously observed.
Purpose of the Study:
- To investigate if exposure to multiple language backgrounds enhances foreign-accent adaptation.
- To determine if learning generalizes to novel talkers and previously unheard accents.
Main Methods:
- Listeners were trained on speech from talkers with five different language backgrounds.
- Post-training, adaptation was tested with novel talkers from both trained and untrained language backgrounds.
Main Results:
- Listeners generalized their adaptation to novel talkers from language backgrounds included in the training set.
- Crucially, listeners also generalized adaptation to novel talkers from language backgrounds not included in the training set.
- This suggests a more robust and generalizable learning mechanism.
Conclusions:
- Exposure to systematic variability in accented speech across multiple language backgrounds facilitates broad adaptation.
- Generalization of foreign-accent adaptation is driven by exposure to cross-linguistic phonetic patterns.
- This research highlights the brain's capacity for flexible auditory learning in complex speech environments.
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