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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
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Fluency-related Temporal Features and Syllable Prominence as Prosodic Proficiency Predictors for Learners of English
Heini Kallio1, Antti Suni1, Juraj Šimko1
1University of Helsinki, Finland.
Language and Speech
|September 4, 2021
Summary
Temporal measures reliably predict second language (L2) prosodic proficiency, with syllable prominence offering a slight but significant enhancement. Native language (L1) background influences these L2 prosody prediction measures.
Area of Science:
- Linguistics
- Phonetics
- Second Language Acquisition
Background:
- Prosodic features are crucial for L2 intelligibility, comprehensibility, and fluency.
- Research on L2 prosody assessment is limited, often focusing on temporal measures over syllable prominence.
- Syllable prominence, a language-dependent stress feature, offers quantifiable insights into L2 prosody.
Purpose of the Study:
- To compare temporal measures and syllable prominence estimates as predictors of prosodic proficiency in L2 English speakers.
- To investigate how native language (L1) background influences the predictive power of these measures.
- To inform the development of L2 teaching and assessment methods for spoken skills.
Main Methods:
- Evaluated prosodic features of L2 English speakers from Czech, Slovak, Polish, and Hungarian L1 backgrounds using the revised CEFR scale.
- Analyzed speech samples for articulation rate and fluency measures.
- Estimated syllable-level prominence using continuous wavelet transform (CWT) analysis of F0, energy, and duration.
Main Results:
- Temporal measures effectively predict L2 prosodic proficiency.
- Syllable prominence measures provide a small but significant improvement in prediction accuracy.
- The predictive power of both temporal and prominence measures varies based on the speaker's L1 background.
Conclusions:
- Temporal measures are reliable predictors of L2 prosodic proficiency.
- Syllable prominence offers additional predictive value, enhancing assessment capabilities.
- L1 background significantly impacts L2 prosody production, necessitating further research for improved teaching and assessment.
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