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 …
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
shares many of the typical features of forensic recordings, including the presence of multiple …