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1
Linguistic Complexity and Planning Effects on Word Duration in Hindi Read Aloud Speech
Ranjan, Sidharth
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Rajkumar, Rajakrishnan
;
Agarwal, Sumeet
In: Proceedings of the Society for Computation in Linguistics (2022)
Abstract:
Our study investigates the impact of linguistic complexity and planning on word durations in Hindi read aloud speech. Reading aloud involves both comprehension and production processes, and we use measures defined by two influential theories of sentence comprehension, Surprisal Theory and Dependency Locality Theory, to model the time taken to enunciate individual words. We model planning processes using an information-theoretic measure we call FORWARD SURPRISAL, inspired by surprisal theory which has been prominent in recent psycholinguistic work. Forward surprisal aims to capture articulatory planning when readers incorporate parafoveal viewing during reading aloud. Using a Linear Mixed Model containing memory and surprisal costs as predictors of word duration in read aloud speech (parts-of-speech and speakers being intercept terms), we investigate the following hypotheses: 1. High values of linguistic complexity measures (lexical+PCFG surprisal and DLT memory costs) lead to high word durations. 2. High values of forward lexical surprisal tend to induce high word durations. 3. High-frequency words are read aloud faster than low-frequency words. We validate the above hypotheses using data from the TDIL corpus of read aloud speech. Further, using a Generalized Linear Model to predict content and function word labels we show that lexical surprisal measures do not help distinguish between these 2 classes. Thus reading aloud might not involve distinct access strategies for content and function words, unlike spontaneous speech.
Keyword:
Applied Linguistics
;
Cognition and Perception
;
Cognitive Psychology
;
Cognitive Science
;
Comprehension
;
Computational Linguistics
;
Hindi
;
Language Production
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Linguistic Complexity
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Locality
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Parafoveal Processing
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Phonetics and Phonology
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Planning
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Psycholinguistics and Neurolinguistics
;
Reading
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Reading Aloud
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Surprisal
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Typological Linguistics and Linguistic Diversity
URL:
https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1260&context=scil
https://scholarworks.umass.edu/scil/vol5/iss1/11
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2
Evaluating Structural Economy Claims in Relative Clause Attachment
Lee, So Young
;
De Santo, Aniello
In: Proceedings of the Society for Computation in Linguistics (2022)
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3
The Electrophysiological Correlates of Text Integration and Direct vs. Indirect Articles: A Centralized and Lateralized Examination
Hall, Deanna C.
In: Theses and Dissertations (Comprehensive) (2022)
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4
Scales and scalarity: processing scalar inferences ...
Van Tiel, Bob
. - : Mendeley, 2021
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5
Scales and scalarity: processing scalar inferences ...
Van Tiel, Bob
. - : Mendeley, 2021
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6
Spatial Language Use Predicts Spatial Memory of Children: Evidence from Sign, Speech, and Speech-plus-gesture ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Karadöller, Dilay Z.
;
Ozyurek, Asli
. - : Underline Science Inc., 2021
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7
Application of machine learning to signal entrainment identifies predictive processing in sign language. ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Borneman, Sean
;
Krebs, Julia
. - : Underline Science Inc., 2021
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8
Application of machine learning to signal entrainment identifies predictive processing in sign language. ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Borneman, Sean
;
Krebs, Julia
. - : Underline Science Inc., 2021
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9
Language Proficiency Impacts the Benefits of Co-Speech Gesture for Narrative Understanding Through a Visual Attention Mechanism ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Wakefield, Elizabeth
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Zielinski, Natalia
. - : Underline Science Inc., 2021
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10
A common framework for quantifying the learnability of nouns and verbs ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Yurovsky, Dan
;
Zhou, Yuchen
. - : Underline Science Inc., 2021
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11
Feature encoding modulates cue-based retrieval: Modeling interference effects in both grammatical and ungrammatical sentences ...
43rd Annual Meeting of the Cognitive Science Society 2021
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Smith, Garrett
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Vasishth, Shravan
. - : Underline Science Inc., 2021
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12
The Role of Hand Gestures in Emotion Communication ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Asalioglu, Esma
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Göksun, Tilbe
. - : Underline Science Inc., 2021
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13
Towards a Cognitive Model of Collaborative Memory ...
43rd Annual Meeting of the Cognitive Science Society 2021
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Jones, Michael N.
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Mannering, Willa
. - : Underline Science Inc., 2021
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14
The Role of Hand Gestures in Emotion Communication ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Asalioglu, Esma
;
Göksun, Tilbe
. - : Underline Science Inc., 2021
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15
Testing an interference-based model of working memory in children with developmental language disorder and their typically developing peers ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Crespo, Kimberly
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Ellis Weismer, Susan
. - : Underline Science Inc., 2021
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16
Variation in spatial concepts: Different frames of reference on different axes ...
43rd Annual Meeting of the Cognitive Science Society 2021
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Carstensen, Alexandra
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Gibson, Edward
. - : Underline Science Inc., 2021
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17
Verbal working memory capacity modulates category representation. ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Gao, Mengcun
;
Sloutsky, Vladimir
. - : Underline Science Inc., 2021
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18
Testing an interference-based model of working memory in children with developmental language disorder and their typically developing peers ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Crespo, Kimberly
;
Ellis Weismer, Susan
. - : Underline Science Inc., 2021
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19
Unfolding Conscious Awareness from Non-Conscious Perception in Non-Human Animals ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Ben-Haim, Moshe Shay
;
Chang, Steve W. C.
. - : Underline Science Inc., 2021
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20
A metric of children’s inference-making difficulty during language comprehension ...
43rd Annual Meeting of the Cognitive Science Society 2021
;
Harsch, Rina
;
Kendeou, Panayiota
. - : Underline Science Inc., 2021
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