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A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain ...
Abstract: Dialect variation is of considerable interest in linguistics and other social sciences. However, traditionally it has been studied using proxies (transcriptions) rather than acoustic recordings directly. We introduce novel statistical techniques to analyze geolocalized speech recordings and to explore the spatial variation of pronunciations continuously over the region of interest, as opposed to traditional isoglosses, which provide a discrete partition of the region. Data of this type require an explicit modeling of the variation in the mean and the covariance. Usual Euclidean metrics are not appropriate, and we therefore introduce the concept of d -covariance, which allows consistent estimation both in space and at individual locations. We then propose spatial smoothing for these objects which accounts for the possibly nonconvex geometry of the domain of interest. We apply the proposed method to data from the spoken part of the British National Corpus, deposited at the British Library, London, and we ...
Keyword: 19999 Mathematical Sciences not elsewhere classified; 80699 Information Systems not elsewhere classified; Cancer; FOS Chemical sciences; FOS Computer and information sciences; FOS Mathematics; Inorganic Chemistry; Science Policy
URL: https://dx.doi.org/10.6084/m9.figshare.9905219.v2
https://tandf.figshare.com/articles/dataset/A_Spatial_Modeling_Approach_for_Linguistic_Object_Data_Analyzing_Dialect_Sound_Variations_Across_Great_Britain/9905219/2
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A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain ...
Tavakoli, Shahin; Pigoli, Davide; Aston, John A. D.. - : Taylor & Francis, 2021
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3
Greek in contact: a historical-acoustic investigation of Asia Minor Greek intonational patterns ...
BALTAZANI, MARY; PRZEDLACKA, JOANNA; COLEMAN, JOHN. - : Modern Greek Dialects and Linguistics Theory, 2019
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4
A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain ...
Tavakoli, Shahin; Pigoli, Davide; Aston, John A. D.. - : Taylor & Francis, 2019
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5
Dissociation between speech modalities in a case of altered accent with unknown origin
Coleman, John; Gurd, Jennifer M.; Bessell, Nicola. - : Taylor & Francis Group, 2019
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6
A spatial modeling approach for linguistic object data : analysing dialect sound variations across Great Britain
Coleman, John S.; Pigoli, Davide; Tavakoli, Shahin. - : American Statistical Association, 2019
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7
Rejoinder for “A spatial modeling approach for linguistic object data : analysing dialect sound variations across Great Britain”
Aston, John A. D.; Coleman, John S.; Tavakoli, Shahin. - : American Statistical Association, 2019
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8
The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages ...
Aston, John; Pigoli, Davide; Hadjipantelis, P. - : Apollo - University of Cambridge Repository, 2018
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9
The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages
Aston, John; Pigoli, Davide; Hadjipantelis, P. - : Wiley, 2018. : Journal of the Royal Statistical Society. Series C: Applied Statistics, 2018
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10
Players and Playwrights I have Known : A review of the English stage from 1840 to 1880. Second Edition, Vol. 2
Coleman, John [Verfasser]. - Norderstedt : Hansebooks GmbH, 2017
DNB Subject Category Language
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11
A Spatial Modeling Approach for Linguistic Object Data: Analysing dialect sound variations across Great Britain ...
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12
Variation and change in the use of hestitation markers in Germanic languages ...
Wieling, Martijn; Grieve, Jack; Bouma, Gosse. - : Brill Online, 2016
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13
Variation and change in the use of hestitation markers in Germanic languages ...
Wieling, Martijn; Grieve, Jack; Bouma, Gosse. - : Brill Online, 2016
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14
Variation and change in the use of hesitation markers in Germanic languages
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15
Data for The correlation space of Gaussian latent tree models and model selection without fitting
Coleman, John S.. - : Statistics, University of Warwick, 2016
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16
The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages ...
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17
Gaussian Tree Constraints Applied to Acoustic Linguistic Functional Data ...
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18
Reviews
In: Phonology. - Cambridge [u.a.] : Cambridge Univ. Press 29 (2012) 2, 331-336
OLC Linguistik
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19
A history maker [Rezension]
In: Journal of linguistics. - London [u.a.] : Cambridge Univ. Press 47 (2011) 1, 201-217
BLLDB
OLC Linguistik
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20
Is speech rate lexical?
In: Oxford University working papers in linguistics, philology and phonetics (Oxford, 2009), 12 ; p. 86-98
MPI für Psycholinguistik
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