NoLoR: An ASR-Based Framework for Expedited Endangered Language Documentation with Neo-Aramaic as a Case Study

December 06, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Matthew Nazari arXiv ID 2412.04717 Category cs.CL: Computation & Language Cross-listed cs.AI Citations 0 Venue arXiv.org Last Checked 6 months ago
Abstract
The documentation of the Neo-Aramaic dialects before their extinction has been described as the most urgent task in all of Semitology today. The death of this language will be an unfathomable loss to the descendents of the indigenous speakers of Aramaic, now predominantly diasporic after forced displacement due to violence. This paper develops an ASR model to expedite the documentation of this endangered language and generalizes the strategy in a new framework we call NoLoR.
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