Evidence and Assessing Verbatim Transcription Quality of Black English and Standard American English

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Authors: L. Alexander Walker III
Cited by: 0
References: 14

Abstract

This chapter explores the accuracy of private transcription services when transcribing Black English and Standard American English. Courts and lawyers in the US regularly rely on transcripts from such services, but third-party verification of their accuracy, especially with respect to their quality when faced with nonstandard language varieties, is lacking. This study draws on experimental methods to contrast the quality of transcription services offered by transcribers and AI route. The quantitative results show that transcription by humans and AI resulted in more mistakes when transcribing Black English than when transcribing Standard American English. Furthermore, a qualitative analysis reveals that these mistakes often changed or obscured meaning in legally relevant ways. If these results are generalizable, many transcripts currently in circulation, and crucial both to justice at the trial level and appellate review, contain disproportionately more legally important mistakes for Black English speakers. Given that Black English speakers are a highly overrepresented population in the US criminal system, the chapter proposes ways of redressing transcription shortcomings.

Fields of Study & Subjects

Legal processes and jurisprudence Linguistic Variation and Morphology Artificial Intelligence in Law

Publication details

Journal / source
Cambridge University Press eBooks
Pages
80–96
Publication date
19 February 2026
Language
EN
Document type
Book chapter