5 papers
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…
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…
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…
LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR
Guang Yang, Victoria Ebert, Nazif Tamer +3
We propose Legato, a new end-to-end model for optical music recognition (OMR), a task of converting music score images to machine-readable documents. Legato is the first large-scal…
Automatic Estimation of Singing Voice Musical Dynamics
Jyoti Narang, Nazif Can Tamer, Viviana De La Vega +1
Musical dynamics form a core part of expressive singing voice performances. However, automatic analysis of musical dynamics for singing voice has received limited attention partly…