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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| Veröffentlicht in: | PloS one 2019-03, Vol.14 (3), p.e0212342-e0212342 |
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| creator | Komeili, Majid Pou-Prom, Chloé Liaqat, Daniyal Fraser, Kathleen C Yancheva, Maria Rudzicz, Frank |
| 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. |
| doi_str_mv | 10.1371/journal.pone.0212342 |
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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.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0212342</identifier><identifier>PMID: 30917120</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acoustics ; Adult ; Aged ; Aged, 80 and over ; Alzheimer's disease ; Analysis ; Artificial intelligence ; Biology and Life Sciences ; Classification ; Cognitive ability ; Computer programs ; Computer science ; Data acquisition ; Data collection ; Data Collection - methods ; Datasets ; Dementia ; Dementia disorders ; Embedded systems ; Feature extraction ; Female ; Freeware ; Humans ; International conferences ; Language ; Linguistics ; Linguistics - instrumentation ; Linguistics - methods ; Male ; Medicine and Health Sciences ; Middle Aged ; Multimedia ; Older people ; Open source software ; Patient Portals ; People and Places ; Remote monitoring ; Scoring ; Semantics ; Social Sciences ; Software ; Source code ; Speech ; Young Adult</subject><ispartof>PloS one, 2019-03, Vol.14 (3), p.e0212342-e0212342</ispartof><rights>COPYRIGHT 2019 Public Library of Science</rights><rights>2019 Komeili et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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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. 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| source | MEDLINE; DOAJ Directory of Open Access Journals; Public Library of Science (PLoS) Journals Open Access; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
| subjects | Acoustics Adult Aged Aged, 80 and over Alzheimer's disease Analysis Artificial intelligence Biology and Life Sciences Classification Cognitive ability Computer programs Computer science Data acquisition Data collection Data Collection - methods Datasets Dementia Dementia disorders Embedded systems Feature extraction Female Freeware Humans International conferences Language Linguistics Linguistics - instrumentation Linguistics - methods Male Medicine and Health Sciences Middle Aged Multimedia Older people Open source software Patient Portals People and Places Remote monitoring Scoring Semantics Social Sciences Software Source code Speech Young Adult |
| title | Talk2Me: Automated linguistic data collection for personal assessment |
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