A framework for deciding how to create and evaluate transcripts for forensic and other purposes

H Fraser - Frontiers in Communication, 2022 - frontiersin.org
Transcripts are used successfully in many areas of contemporary society. However, some
uses of transcripts show systemic problems, with significant negative consequences. The …

Transcribing and translating forensic speech evidence containing foreign languages—An Australian perspective

M Lai - Frontiers in Communication, 2023 - frontiersin.org
There is a growing body of literature on forensic transcription of covert recordings obtained
by clandestine law enforcement operations. Due to the nature of these operations, the …

Quantification of stylistic differences in human-and ASR-produced transcripts of African American English

A Heuser, T Kendall, M del Rio, Q McNamara… - arXiv preprint arXiv …, 2024 - arxiv.org
Common measures of accuracy used to assess the performance of automatic speech
recognition (ASR) systems, as well as human transcribers, conflate multiple sources of error …

Automatic speech recognition and the transcription of indistinct forensic audio: how do the new generation of systems fare?

D Loakes - Frontiers in Communication, 2024 - frontiersin.org
This study provides an update on an earlier study in the “Capturing Talk” research topic,
which aimed to demonstrate how automatic speech recognition (ASR) systems work with …

Style-agnostic evaluation of ASR using multiple reference transcripts

Q McNamara, MÁR Fernández, N Bhandari… - arXiv preprint arXiv …, 2024 - arxiv.org
Word error rate (WER) as a metric has a variety of limitations that have plagued the field of
speech recognition. Evaluation datasets suffer from varying style, formality, and inherent …

Legal transcription service in the light of access to justice in the Southern Nations, Nationalities and Peoples' Regional State (SNNPRS) judicial system

MD Didena - The International Journal of Evidence & Proof, 2024 - journals.sagepub.com
This paper focuses on the serious but not well-acknowledged problem related to legal
transcript production in SNNPRS High Courts. It sheds light on how distortions of content are …

Peoples' Regional State (SNNPRS) judicial system

MD Didena - The International Journal of Evidence & Proof, 2024 - HeinOnline
This paper focuses on the serious but not well-acknowledged problem related to legal
transcript production in SNNPRS High Courts. It sheds light on how distortions of content are …

[PDF][PDF] Towards accountable evidence-based methods for producing reliable transcripts of indistinct forensic audio

H Fraser, D Loakes, U Knoch… - Presentation at the 31st …, 2023 - iafpa2023.uzh.ch
Covert recordings provide powerful evidence in criminal trials, but are often of extremely
poor quality. Many jurisdictions allow the court to be assisted by a police transcript, but these …

Human–machine collaboration in transcription

C Miller, M Jetté, D Kokotov - Journal of AI, Robotics & …, 2022 - ingentaconnect.com
As automatic speech recognition (ASR) has improved, it has become a viable tool for
content transcription. Prior to the use of ASR for this task, content transcription was achieved …

[PDF][PDF] Analysing the performance of automated transcription tools for indistinct audio recordings

L Harrington, R Love, D Wright - … presented at the 2022 Conference of …, 2022 - robbielove.org
• A conversation between five adults in a busy restaurant was recorded on a smart phone. It
shares many of the typical features of forensic recordings, including the presence of multiple …