{"title":"Computational sociophonetics using automatic speech recognition","authors":"Rolando Coto-Solano","doi":"10.1111/lnc3.12474","DOIUrl":null,"url":null,"abstract":"<p>Recent years have seen numerous advances in natural language processing that can help accelerate sociophonetic work. These include software to align speech recordings with their transcriptions, as well as to transcribe audio automatically. This solves a major bottleneck and will help process larger datasets and test hypotheses more efficiently. This paper will summarise recent progress, highlight relevant examples of sociophonetic research, and comment on the technical and ethical issues at the cutting edge of natural language processing.</p>","PeriodicalId":47472,"journal":{"name":"Language and Linguistics Compass","volume":"16 9","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Language and Linguistics Compass","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/lnc3.12474","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"LANGUAGE & LINGUISTICS","Score":null,"Total":0}
引用次数: 1
Abstract
Recent years have seen numerous advances in natural language processing that can help accelerate sociophonetic work. These include software to align speech recordings with their transcriptions, as well as to transcribe audio automatically. This solves a major bottleneck and will help process larger datasets and test hypotheses more efficiently. This paper will summarise recent progress, highlight relevant examples of sociophonetic research, and comment on the technical and ethical issues at the cutting edge of natural language processing.
期刊介绍：
Unique in its range, Language and Linguistics Compass is an online-only journal publishing original, peer-reviewed surveys of current research from across the entire discipline. Language and Linguistics Compass publishes state-of-the-art reviews, supported by a comprehensive bibliography and accessible to an international readership. Language and Linguistics Compass is aimed at senior undergraduates, postgraduates and academics, and will provide a unique reference tool for researching essays, preparing lectures, writing a research proposal, or just keeping up with new developments in a specific area of interest.
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