Evaluating Music Context Preservation: A Multi-facet Framework for Music Editing Systems

Publication
ISMIR 2026

MuseCPBench evaluates whether music editing systems preserve the musical properties that an edit should leave unchanged. It compares editing methods across four groups of musical characteristics and identifies recurring weaknesses in preservation.

The linked preprint is titled “MuseCPBench: an Empirical Study of Music Editing Methods through Music Context Preservation.” The title above follows the ISMIR 2026 program.

Xunyi Jiang
Xunyi Jiang
PhD in CS @ 🇺🇸NYU
MS in CS @ 🇺🇸UCSD
BS in DS @ 🇨🇳SUSTech

I am interested in LLM Evaluation, Generative Engine Optimization, Human-AI collaboration, AI for creativity🎻.