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Speech register influences listeners' word expectations.
M Bentum1, L Ten Bosch2, A van den Bosch3
1Center for Language Studies, Radboud University, Nijmegen, The Netherlands.
Brain and Language
|November 7, 2022
Summary
Listeners adapt their word predictions to speech register, not just recent words. This study used EEG to show how context influences language processing and prediction during naturalistic speech.
Area of Science:
- Cognitive Neuroscience
- Psycholinguistics
- Computational Linguistics
Background:
- Predictive language processing is crucial for fluent comprehension.
- The influence of broader contextual information, like speech register, on prediction remains under-investigated.
- Previous research often focuses on shorter, controlled linguistic contexts.
Purpose of the Study:
- To investigate how different speech registers (dialogues, news, books) affect predictive language processing.
- To determine if listeners' predictions are driven by general language statistics, register-specific patterns, or recent word occurrences.
- To examine the neural correlates (N400 effect) of register adaptation in real-time speech comprehension.
Main Methods:
- Recorded electroencephalography (EEG) signals from participants listening to naturalistic speech.
- Utilized a statistical language model to calculate word surprisal reflecting different predictive strategies (generic, register-specific, recency-based).
- Analyzed the N400 event-related potential amplitude in relation to word surprisal estimates.
Main Results:
- The N400 amplitude was most strongly predicted by register-specific word surprisal.
- This indicates that the broader linguistic context (speech register) significantly influences predictive language processing.
- Findings suggest that adaptation to speech register goes beyond simple recency effects.
Conclusions:
- Listeners actively adapt their word anticipation strategies to the specific speech register.
- Predictive language processing is sensitive to the statistical properties of the wider linguistic environment.
- This research highlights the dynamic and context-dependent nature of human language comprehension.
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