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cs.SD2026
A Dual Evaluation for Music Transcription
Ping Wang, Guang Yang, Nazif Can Tamer +2
Automatic music transcription systems produce sheet music that can be read and played back. We argue that these two targets call for complementary evaluations of notation similarit…
cs.SD2026
Rubato: Transcribing Piano Music with Timestamps
Nazif Can Tamer, Victoria Ebert, Guang Yang +1
We consider the conversion of musical recordings into human-readable sheet music annotated with timestamps. Such output lets a listener clearly visualize rubato (temporally express…
cs.SD2026
BASS: Benchmarking Audio LMs for Musical Structure and Semantic Reasoning
Min Jang, Orevaoghene Ahia, Nazif Tamer +3
Music understanding is a complex task that often requires reasoning over both structural and semantic elements of audio. We introduce BASS, designed to evaluate music understanding…