The Collaboverse: A Collaborative Data-Sharing and Speech Analysis Platform.
Purpose: Collaboration in the field of speech-language pathology occurs across a variety of digital devices and can entail the usage of multiple software tools, systems, file formats, and even programming languages. Unfortunately, gaps between the laboratory, clinic, and classroom can emerge in part...
| Publicado en: | Journal of Speech, Language & Hearing Research Vol. 67; pp. 4137 - 4157 |
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| Autores principales: | , |
| Formato: | Artículo |
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American Speech-Language-Hearing Association
Oct2024 Supplement
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=180509439&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 180509439 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 10924388 1SM jtl: Journal of Speech, Language & Hearing Research issn: 10924388 maglogo: N pubinfo: dt: Oct2024 Supplement vid: 67 pid: 42 pub: American Speech-Language-Hearing Association artinfo: ui: 180509439 10.1044/2024_JSLHR-23-00286 ppf: 4137 ppct: 20 formats: fmt: @attributes: type: P size: 1.6MB tig: atl: The Collaboverse: A Collaborative Data-Sharing and Speech Analysis Platform. aug: au: Dvorak, Justin D. Boutsen, Frank R. affil: Communication & Audio Technology Laboratory, Norman, OK Department of Communication Disorders, New Mexico State University, Las Cruces su: Language & languages Interprofessional relations Facilitated communication Database management Computer software Digital divide Electronic data interchange Machine learning Speech therapy sug: subj: Language & languages Interprofessional relations Facilitated communication Computer, computer peripheral and pre-packaged software merchant wholesalers Computer and Computer Peripheral Equipment and Software Merchant Wholesalers Computer and software stores Software publishers (except video game publishers) Data Processing, Hosting, and Related Services Database management Computer software Digital divide Electronic data interchange Machine learning Speech therapy ab: Purpose: Collaboration in the field of speech-language pathology occurs across a variety of digital devices and can entail the usage of multiple software tools, systems, file formats, and even programming languages. Unfortunately, gaps between the laboratory, clinic, and classroom can emerge in part because of siloing of data and workflows, as well as the digital divide between users. The purpose of this tutorial is to present the Collaboverse, a web-based collaborative system that unifies these domains, and describe the application of this tool to common tasks in speech-language pathology. In addition, we demonstrate its utility in machine learning (ML) applications. Method: This tutorial outlines key concepts in the digital divide, data management, distributed computing, and ML. It introduces the Collaboverse workspace for researchers, clinicians, and educators in speech-language pathology who wish to improve their collaborative network and leverage advanced computation abilities. It also details an ML approach to prosodic analysis. Conclusions: The Collaboverse shows promise in narrowing the digital divide and is capable of generating clinically relevant data, specifically in the area of prosody, whose computational complexity has limited widespread analysis in research and clinic alike. In addition, it includes an augmentative and alternative communication app allowing visual, nontextual communication. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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