arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2011.06198cs.CL

Enabling Interactive Transcription in an Indigenous Community

Charles Darwin University(查尔斯·达尔文大学);Université Grenobles Alpes(格勒诺布尔阿尔卑斯大学)

Éric Le Ferrand, Steven Bird, Laurent Besacier

英文摘要:

We propose a novel transcription workflow which combines spoken term detection and human-in-the-loop, together with a pilot experiment. This work is grounded in an almost zero-resource scenario where only a few terms have so far been identified, involving two endangered languages. We show that in the early stages of transcription, when the available data is insufficient to train a robust ASR system, it is possible to take advantage of the transcription of a small number of isolated words in order to bootstrap the transcription of a speech collection.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑