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1
Belief Shift or Only Facilitation: How Semantic Expectancy Affects Processing of Speech Degraded by Background Noise
Abstract: Individuals use semantic expectancy – applying conceptual and linguistic knowledge to speech input – to improve the accuracy and speed of language comprehension. This study tested how adults use semantic expectancy in quiet and in the presence of speech-shaped broadband noise at -7 and -12 dB signal-to-noise ratio. Twenty-four adults (22.1 ± 3.6 years, mean ±SD) were tested on a four-alternative-forced-choice task whereby they listened to sentences and were instructed to select an image matching the sentence-final word. The semantic expectancy of the sentences was unrelated to (neutral), congruent with, or conflicting with the acoustic target. Congruent expectancy improved accuracy and conflicting expectancy decreased accuracy relative to neutral, consistent with a theory where expectancy shifts beliefs toward likely words and away from unlikely words. Additionally, there were no significant interactions of expectancy and noise level when analyzed in log-odds, supporting the predictions of ideal observer models of speech perception.
Keyword: Psychology
URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5809983/
https://doi.org/10.3389/fpsyg.2018.00116
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2
Detecting Language Impairments in Autism: A Computational Analysis of Semi-structured Conversations with Vector Semantics
In: Proceedings of the Society for Computation in Linguistics (2018)
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3
Form-To-Expectation Matching Effects on First-Pass Eye Movement Measures During Reading
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4
Task effects reveal cognitive flexibility responding to frequency and predictability: Evidence from eye movements in reading and proofreading
In: Cognition. - Amsterdam [u.a] : Elsevier 131 (2014) 1, 1-27
OLC Linguistik
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5
Task Effects Reveal Cognitive Flexibility Responding to Frequency and Predictability: Evidence from Eye Movements in Reading and Proofreading
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6
Reading is fundamentally similar across disparate writing systems: A systematic characterization of how words and characters influence eye movements in Chinese reading
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7
The utility of modeling word identification from visual input within models of eye movements in reading
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8
Eye movements in reading as rational behavior
Bicknell, Klinton. - : eScholarship, University of California, 2011
In: Bicknell, Klinton. (2011). Eye movements in reading as rational behavior. UC San Diego: Retrieved from: http://www.escholarship.org/uc/item/4s95n96r (2011)
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9
Eye movements in reading as rational behavior
Bicknell, Klinton. - : eScholarship, University of California, 2011
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10
Effects of event knowledge in processing verbal arguments
In: Journal of memory and language. - Amsterdam [u.a.] : Elsevier 63 (2010) 4, 489-505
BLLDB
OLC Linguistik
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11
Correcting the incorrect : local coherence effects modeled with prior belief update
In: General session and parasession on negation (Berkeley, CA, 2010), p. 13-24
MPI für Psycholinguistik
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12
A rational model of eye movement control in reading
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 2, 1168-1178
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13
Effects of event knowledge in processing verbal arguments
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14
Effects of Event Knowledge in Processing Verbal Arguments
In: Psychology Publications (2010)
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15
Eye movement evidence that readers maintain and act on uncertainty about past linguistic input
Levy, Roger; Bicknell, Klinton; Slattery, Tim. - : National Academy of Sciences, 2009
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16
Correcting the Incorrect: Local Coherence Effects Modeled with Prior Belief Update
In: Annual Meeting of the Berkeley Linguistics Society; BLS 35: General Session and Parasession on Negation; 13-24 ; 2377-1666 ; 0363-2946 (2009)
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