TY - GEN
T1 - A Computational Model for Interactive Transcription
AU - Lane, William Abbott
AU - Bettinson, Mat
AU - Bird, Steven
N1 - Funding Information:
We are grateful for the support of the Warddeken Rangers of West Arnhem. This work was covered by a research permit from the Northern Land Coun-cil, and was sponsored by the Australian govern-The user interface is designed to be navigable en-ment through a PhD scholarship, and grants from tirely through the keyboard, to support ergonomic the Australian Research Council and the Indige-transcription (cf. Luz et al., 2008). nous Language and Arts Program.
Publisher Copyright:
© 2021 Association for Computational Linguistics
Copyright:
Copyright 2022 Elsevier B.V., All rights reserved.
PY - 2021/6
Y1 - 2021/6
N2 - Transcribing low resource languages can be challenging in the absence of a comprehensive lexicon and proficient transcribers. Accordingly, we seek a way to enable interactive transcription, whereby the machine amplifies human efforts. This paper presents a computational model for interactive transcription, supporting multiple modes of interactivity and increasing the likelihood of finding tasks that stimulate local participation. The approach also supports other applications which are useful in low resource contexts, including spoken document retrieval and language learning.
AB - Transcribing low resource languages can be challenging in the absence of a comprehensive lexicon and proficient transcribers. Accordingly, we seek a way to enable interactive transcription, whereby the machine amplifies human efforts. This paper presents a computational model for interactive transcription, supporting multiple modes of interactivity and increasing the likelihood of finding tasks that stimulate local participation. The approach also supports other applications which are useful in low resource contexts, including spoken document retrieval and language learning.
UR - http://www.scopus.com/inward/record.url?scp=85118078784&partnerID=8YFLogxK
UR - https://aclanthology.org/2021.dash-1.0/
M3 - Conference Paper published in Proceedings
AN - SCOPUS:85118078784
T3 - DaSH-LA 2021 - 2nd Workshop on Data Science with Human-in-the-Loop: Language Advances, Proceedings
SP - 105
EP - 111
BT - DaSH-LA 2021 - 2nd Workshop on Data Science with Human-in-the-Loop
A2 - Dragut, Eduard
A2 - Li, Yunyao
A2 - Popa, Lucian
A2 - Vucetic, Slobodan
PB - Association for Computational Linguistics (ACL)
CY - USA
T2 - 2nd Workshop on Data Science with Human-in-the-Loop: Language Advances, DaSH-LA 2021
Y2 - 11 June 2021
ER -