Diptych: AI-Assisted Reference Listening Lets Musicians Define What to Compare in Music Production

amaai-lab · hf · 2026-10-05

amaai-lab presents Diptych, an AI-assisted reference listening system for music production that lets users define comparison scope—whole tracks or independently selected segments—while inspecting structured audio features and scope-specific AI interpretations.

In a within-participants study with 12 musicians plus source-blinded expert ratings, participants surfaced additional differences, 9 of 10 receiving at least partial expert support, and reported good usability and clearer next steps. The takeaway: creative AI comparison support should prioritize user-defined scope, inspectable evidence, and actionable guidance.

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