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Published on: September 27, 2024
Age Estimation in Foreign-accented Speech by Native and Non-native Speakers.
Ksenia Gnevsheva1, Daniel Bürkle2
1School of Literature, Languages and Linguistics, Australian National University, Australia.
Listeners accurately estimate speaker age from speech, but language familiarity influences accuracy. Listeners perceive Japanese speakers as younger, and associate lower fundamental frequency and male voices with older age.
Area of Science:
- Speech perception
- Sociolinguistics
- Acoustic phonetics
Background:
- Listeners can accurately estimate speaker age from speech.
- Speaker characteristics like first language (L1) and acoustic features may influence age perception.
- Understanding these factors is crucial for cross-linguistic communication.
Purpose of the Study:
- To investigate the impact of speaker's first language (L1) on age estimation accuracy.
- To examine the role of acoustic features (fundamental frequency, speech rate) in age perception.
- To determine how language familiarity affects listeners' age judgments.
Main Methods:
- English and Japanese L1 speakers listened to English- and Japanese-accented English speech.
- Participants estimated the age of the speakers.
- Acoustic analyses of fundamental frequency and speech rate were conducted.
Main Results:
- Highest age estimation accuracy was observed for English listeners rating English speakers.
- Japanese listeners showed similar accuracy for both English and Japanese speakers.
- English listeners rated Japanese speakers as younger; lower fundamental frequency and male voices were perceived as older.
Conclusions:
- Listeners utilize sociolinguistic cues, including language familiarity, for speaker age estimation.
- Language background significantly impacts the accuracy of age perception in speech.
- Acoustic features like fundamental frequency play a role in perceived speaker age across languages.
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