Ukuvula: a large-scale transcription and enrichment pipeline for the Nelson Mandela Foundation's oral history archive. Produces structured transcripts, named entities, thematic classifications, and quality scores from 557 hours of liberation-era audiovisual recordings. - View it on GitHub