Open access
Jul 2026
Evaluating ASR Pipeline Configurations for Kazakh: Implications for Low-Resource Turkic Languages
It is established that, for Kazakh under the evaluated conditions, model choice dominates pipeline add-ons: fine-tuning is essential, VAD and zero-shot LLM correction consistently hurt, and a strong multilingual model sets the best result; the extent to which these conclusions extend to typologically similar Kipchak-Tu...
Nursultan Nyssanov, L. Rzayeva, Alisher Batkuldin et al.
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