LLM revives 1972 Canterbury Country Dance Orchestra liner notes from photo

A LessWrong user, jefftk, discovered a photo of the liner notes for the 1972 self-titled album by the Canterbury Country Dance Orchestra, a key band in the contra dance revival. Unable to find the text online, he fed the image to an LLM for optical character recognition (OCR) and then manually corrected the output. The resulting text introduces ten musicians, each with quirky biographies—e.g., psychologist and bassist Jack Sloanaker, or Allan Block the sandal-making poet.

This niche effort highlights a broader trend: AI is increasingly used to resurrect hard-to-find cultural artifacts. The notes themselves offer a time capsule of 1970s folk scene, from Bob McQuillen’s thirty-year piano career to Larry Delorier’s flute stuffed in a tomato basket. By combining AI transcription with human curation, jefftk made this historical document searchable and shareable—a model for preserving other analog treasures.