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Talk2Me: Automated linguistic data collection for personal assessment

Language is one the earliest capacities affected by cognitive change. To monitor that change longitudinally, we have developed a web portal for remote linguistic data acquisition, called Talk2Me, consisting of a variety of tasks. In order to facilitate research in different aspects of language, we p...

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Detalles Bibliográficos
Autores principales: Komeili, Majid, Pou-Prom, Chloé, Liaqat, Daniyal, Fraser, Kathleen C., Yancheva, Maria, Rudzicz, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6436678/
https://www.ncbi.nlm.nih.gov/pubmed/30917120
http://dx.doi.org/10.1371/journal.pone.0212342
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author Komeili, Majid
Pou-Prom, Chloé
Liaqat, Daniyal
Fraser, Kathleen C.
Yancheva, Maria
Rudzicz, Frank
author_facet Komeili, Majid
Pou-Prom, Chloé
Liaqat, Daniyal
Fraser, Kathleen C.
Yancheva, Maria
Rudzicz, Frank
author_sort Komeili, Majid
collection PubMed
description Language is one the earliest capacities affected by cognitive change. To monitor that change longitudinally, we have developed a web portal for remote linguistic data acquisition, called Talk2Me, consisting of a variety of tasks. In order to facilitate research in different aspects of language, we provide baselines including the relations between different scoring functions within and across tasks. These data can be used to augment studies that require a normative model; for example, we provide baseline classification results in identifying dementia. These data are released publicly along with a comprehensive open-source package for extracting approximately two thousand lexico-syntactic, acoustic, and semantic features. This package can be applied arbitrarily to studies that include linguistic data. To our knowledge, this is the most comprehensive publicly available software for extracting linguistic features. The software includes scoring functions for different tasks.
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spelling pubmed-64366782019-04-12 Talk2Me: Automated linguistic data collection for personal assessment Komeili, Majid Pou-Prom, Chloé Liaqat, Daniyal Fraser, Kathleen C. Yancheva, Maria Rudzicz, Frank PLoS One Research Article Language is one the earliest capacities affected by cognitive change. To monitor that change longitudinally, we have developed a web portal for remote linguistic data acquisition, called Talk2Me, consisting of a variety of tasks. In order to facilitate research in different aspects of language, we provide baselines including the relations between different scoring functions within and across tasks. These data can be used to augment studies that require a normative model; for example, we provide baseline classification results in identifying dementia. These data are released publicly along with a comprehensive open-source package for extracting approximately two thousand lexico-syntactic, acoustic, and semantic features. This package can be applied arbitrarily to studies that include linguistic data. To our knowledge, this is the most comprehensive publicly available software for extracting linguistic features. The software includes scoring functions for different tasks. Public Library of Science 2019-03-27 /pmc/articles/PMC6436678/ /pubmed/30917120 http://dx.doi.org/10.1371/journal.pone.0212342 Text en © 2019 Komeili et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Komeili, Majid
Pou-Prom, Chloé
Liaqat, Daniyal
Fraser, Kathleen C.
Yancheva, Maria
Rudzicz, Frank
Talk2Me: Automated linguistic data collection for personal assessment
title Talk2Me: Automated linguistic data collection for personal assessment
title_full Talk2Me: Automated linguistic data collection for personal assessment
title_fullStr Talk2Me: Automated linguistic data collection for personal assessment
title_full_unstemmed Talk2Me: Automated linguistic data collection for personal assessment
title_short Talk2Me: Automated linguistic data collection for personal assessment
title_sort talk2me: automated linguistic data collection for personal assessment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6436678/
https://www.ncbi.nlm.nih.gov/pubmed/30917120
http://dx.doi.org/10.1371/journal.pone.0212342
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