Irmak Bukey

FuSiLi will appear at ISMIR 2026! Huge thanks to all my collaborators @zacknovack @sake_min @DasaemJ @chrisdonahuey 7/7

We train with zero local alignment labels and evaluate across PDMX, MSMD, and real-world out-of-domain string quartets (YTSV). Dive into the full paper, code, and demo here: 📄 Paper: arxiv.org/abs/2607.10023 💻 Code: github.com/irmakbky/fusili 🎹 Demo: irmakbky.github.io/fusili/ 6/

🎶How can we learn to follow along to a music performance in a score without direct supervision?🎶 Introducing FuSiLi (Fused Sinkhorn-Localized Similarity)! A multimodal contrastive learning approach that learns precise local alignments using only global supervision. 🧵

Introducing 🎼🫧MulTTiPop, an evaluation dataset of multitrack pop music for automatic music transcription! MulTTiPop contains 3.5 hours (572 segments) of aligned multitrack pop audio and MIDI, and can be previewed at gclef-cmu.org/multtipop 🧵1/7

🎼 Can we turn music into readable code? Excited to share Decomposer, a post-training framework for symbolic music decompilation! Given MIDI, Decomposer recovers an executable program in Strudel that reconstructs the music while exposing patterns, harmony, rhythm, and voices as editable code. 🧵 [1/5]