Author

Nick Thieberger

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#natural language process... Preprint Sep 2026

The University of Melbourne WMT 2026 CreoleMT Submission: A Domain-Balanced Approach to Low-Resource Pacific Creole Machine Translation

This work focuses on machine translation models for Pacific creoles: Tok Pisin, Bislama, and Solomon Pijin, with particular attention to broad domain performance, and relies on a number of data collection and preparation techniques, including LLM-assisted respelling and alignment, back-translation, and distillation fro...

Raphael Merx, Nick Thieberger, Ekaterina Vylomova · 0 citations

Preprint Aug 2026

Easper: An Accessible ASR Pipeline for Language Documentation

Easper is presented, an open-source, no-code workflow enabling linguists to iteratively fine-tune ASR models via cloud resources directly from ELAN annotations, demonstrating that prioritising lexically rich narratives and increasing acoustic-phonetic repetition, even in noisy environments, leads to faster improvements...

Aso Mahmudi, Ting Dang, Ekaterina Vylomova et al. · 0 citations