M. Stojcheva

A Unified Pipeline for Low-Resource Speech Recognition and Understanding: Low-Rank Adaptation, Speaker Diarization, and Graph-Based Retrieval-Augmented Generation

Macedonian is a low-resource language for automatic speech recognition: annotated speech data are scarce, dialectal variation is substantial, and existing evaluations focus almost entirely on read speech in Standard Macedonian. This paper presents a unified pipeline that converts Macedonian speech, including regional d...