Shona Speech Dataset (SNA) - Annotated

An annotated, speaker-relabelled, and loudness-normalised Shona (sna) speech dataset prepared through a reproducible Modal-based data engineering pipeline. This release addresses speaker label contamination in the original source labels by replacing identity columns with acoustically-derived speaker assignments. Why this annotated release exists