Use of Speech-to-Text Translation Resources to Address Communication Barriers in Patients With Hearing Loss: A Systematic Review

被引:0
作者
Ferraro, Tatiana [1 ]
Samaha, Nadia L. [2 ]
Tannan, Utkarsh [3 ]
Sookram, Sebastian [3 ]
Wong, Kevin [4 ]
Hwa, Tiffany Peng [4 ]
机构
[1] Drexel Univ, Coll Med, Philadelphia, PA USA
[2] Georgetown Univ, Sch Med, Washington, DC USA
[3] Univ Penn, Philadelphia, PA USA
[4] Univ Penn Hlth Syst, Dept Otolaryngol Head & Neck Surg, 800 Walnut St,18th Floor, Philadelphia, PA 19107 USA
关键词
Hearing loss; Limited English proficiency; Machine translation; Otology; Speech to text; ENGLISH; LANGUAGE; TIME;
D O I
10.1097/MAO.0000000000004272
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
ObjectivePatients with concomitant limited English proficiency (LEP) and hearing loss may experience communication barriers, not fully mitigated by traditional interpreter services. Although there is no clear consensus on the most reliable and optimal resources for these patients, speech-to-text (STT) applications with translation capability may bridge these barriers. We review the existing literature applying STT translation programs in clinical settings and identify commercially available STT translation resources to evaluate their prospective application in the otology setting.Databases ReviewedPubMed MEDLINE, Embase, and Web of Science.MethodsA systematic review of English language peer-reviewed literature was conducted, examining STT translation in clinical settings. An additional search identifying STT software with translation capabilities was completed.ResultsSeven out of 591 unique citations met the inclusion criteria, and 29 unique STT translation applications were identified, supporting up to 140 languages. Stakeholders endorse positive perceptions of STT translation programs. Facilitators to implementation included time and cost feasibility, whereas barriers included risk of mistranslation and inability to assess accuracy. Ongoing machine-learning efforts are underway for developing and improving STT translation technologies, but there is paucity of literature evaluating their application in patients with hearing loss.ConclusionsSmall studies have suggested an acceptable level of accuracy for STT translation programs as adjunctive to standard of care services. Further work should proactively address implementation challenges with special attention to use of these technologies for patients with concomitant LEP and HL, while supporting additional technological advancement for application of these technologies in otology practice.
引用
收藏
页码:961 / 970
页数:10
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