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21
Reproducible Research in Linguistics: A Position Statement on Data Citation and Attribution in Our Field
In: Linguistics, 2017. Berlin, Germany: Walter de Gruyter (2017)
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22
Indigenous children's language: Acquisition, preservation and evolution of language in minority contexts
In: First Language (2016)
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23
Trends in Indigenous Language Usage 2011 ...
Karidakis, Maria; Kelly, Barbara. - : Monash University, 2016
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24
Children's pointing gestures in Murrinhpatha ...
Kelly, Barbara; Davidson, Lucy; Forshaw, William. - : Monash University, 2016
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25
Australia Loves Language Puzzles: The Australian Computational and Linguistics Olympiad (OzCLO)
In: Language and Linguistics Compass (2015)
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26
Australia Loves Language Puzzles: The Australian Computational and Linguistics Olympiad (OzCLO)
In: Language and Linguistics Compass (2015)
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27
A usability framework for speech recognition technologies in clinical handover: A pre-implementation study
In: Journal of Medical Systems (2015)
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28
A usability framework for speech recognition technologies in clinical handover: A pre-implementation study
In: Journal of Medical Systems (2015)
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29
Acquiring a polysynthetic Australian language: From infancy to school
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30
Putting practice into words: Fieldwork methodology in grammatical descriptions
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31
Acquiring a polysynthetic Australian language: From infancy to school
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32
04 - Data citation: State of the art in linguistics
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33
Putting practice into words: Fieldwork methodology in grammatical descriptions
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34
Capturing patient information at nursing shift changes: methodological evaluation of speech recognition and information extraction
In: Faculty of Social Sciences - Papers (Archive) (2015)
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35
Capturing patient information at nursing shift changes : methodological evaluation of speech recognition and information extraction
Abstract: Objective We study the use of speech recognition and information extraction to generate drafts of Australian nursing handover documents. Methods Speech recognition correctness and clinicians’ preferences were evaluated using 15 recorder–microphone combinations, six documents, three speakers, Dragon Medical 11, and five survey/interview participants. Information extraction correctness evaluation used 260 documents, six-class classification for each word, two annotators, and the CRFþþ conditional random field toolkit. Results A noise-cancelling lapel-microphone with a digital voice recorder gave the best correctness (79%). This microphone was also the most preferred option by all but one participant. Although the participants liked the small size of this recorder, their preference was for tablets that can also be used for document proofing and sign-off, among other tasks. Accented speech was harder to recognize than native language and a male speaker was detected better than a female speaker. Information extraction was excellent in filtering out irrelevant text (85% F1) and identifying text relevant to two classes (87% and 70% F1). Similarly to the annotators’ disagreements, there was confusion between the remaining three classes, which explains the modest 62% macro-averaged F1. Discussion We present evidence for the feasibility of speech recognition and information extraction to support clinicians’ in entering text and unlock its content for computerized decision-making and surveillance in healthcare. Conclusions The benefits of this automation include storing all information; making the drafts available and accessible almost instantly to everyone with authorized access; and avoiding information loss, delays, and misinterpretations inherent to using a ward clerk or transcription services.
Keyword: 100605 - Performance Evaluation; 970120 - Expanding Knowledge in Languages; Communication and Culture; computer systems; nursing; speech recognition software; Testing and Simulation of Reliability
URL: http://handle.uws.edu.au:8081/1959.7/uws:30223
https://doi.org/10.1136/amiajnl-2014-002868
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36
Finding Common Ground: Sign Language and Gesture Research in Australia
In: Australian journal of linguistics. - Basingstoke, Hampshire : Taylor & Francis 34 (2014) 2, 185-192
OLC Linguistik
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37
Revisiting Significant Action and Gesture Categorization
In: Australian journal of linguistics. - Basingstoke, Hampshire : Taylor & Francis 34 (2014) 2, 216-233
OLC Linguistik
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38
Temporal synchrony in early multi-modal communication
In: Language in interaction (Amsterdam, 2014), p. 117-138
MPI für Psycholinguistik
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39
Australia loves language puzzles: The Australian Computational and Linguistics Olympiad (OzCLO)
Estival, Dominique; Bow, Catherine; Henderson, John. - : Wiley-Blackwell Publishing Ltd., 2014
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40
The Acquisition of polysynthetic languages
Kelly, Barbara; Wigglesworth, Gillian; Nordlinger, Rachel. - : Wiley-Blackwell Publishing, 2014
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