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A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain ...
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A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain ...
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Greek in contact: a historical-acoustic investigation of Asia Minor Greek intonational patterns ...
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A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain ...
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Dissociation between speech modalities in a case of altered accent with unknown origin
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A spatial modeling approach for linguistic object data : analysing dialect sound variations across Great Britain
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Rejoinder for “A spatial modeling approach for linguistic object data : analysing dialect sound variations across Great Britain”
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The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages ...
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The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages
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A Spatial Modeling Approach for Linguistic Object Data: Analysing dialect sound variations across Great Britain ...
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Variation and change in the use of hestitation markers in Germanic languages ...
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Variation and change in the use of hestitation markers in Germanic languages ...
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Variation and change in the use of hesitation markers in Germanic languages
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Data for The correlation space of Gaussian latent tree models and model selection without fitting
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The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages ...
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Gaussian Tree Constraints Applied to Acoustic Linguistic Functional Data ...
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Abstract:
Evolutionary models of languages are usually considered to take the form of trees. With the development of so-called tree constraints the plausibility of the tree model assumptions can be addressed by checking whether the moments of observed variables lie within regions consistent with trees. In our linguistic application, the data set comprises acoustic samples (audio recordings) from speakers of five Romance languages or dialects. We wish to assess these functional data for compatibility with a hereditary tree model at the language level. A novel combination of canonical function analysis (CFA) with a separable covariance structure provides a method for generating a representative basis for the data. This resulting basis is formed of components which emphasize language differences whilst maintaining the integrity of the observational language-groupings. A previously unexploited Gaussian tree constraint is then applied to component-by-component projections of the data to investigate adherence to an ... : 48 pages ...
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Keyword:
Applications stat.AP; FOS Computer and information sciences; Methodology stat.ME
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URL: https://arxiv.org/abs/1410.0813 https://dx.doi.org/10.48550/arxiv.1410.0813
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