8 papers
Sheet Music Benchmark: Standardized Optical Music Recognition Evaluation
Juan C. Martinez-Sevilla, Joan Cerveto-Serrano, Noelia Luna +4
In this work, we introduce the Sheet Music Benchmark (SMB), a dataset of six hundred and eighty-five pages specifically designed to benchmark Optical Music Recognition (OMR) resear…
MuSViT: A Foundation Vision Model for Sheet Music Representation
Carlos Penarrubia, Antonio Rios-Vila, Eliseo Fuentes-Martinez +4
Foundation models have transformed vision and language processing by providing rich, reusable representations that transfer across diverse tasks. Sheet music, as a visual encoding…
Direct content-based retrieval from music scores images
Noelia Luna-Barahona, Antonio RÃos-Vila, Félix Fuentes-Hurtado +2
The digitization of musical scores plays a crucial role in their preservation and accessibility, yet information retrieval still depends mainly on metadata searches, such as by tit…
Optical Music Recognition of Jazz Lead Sheets
Juan Carlos Martinez-Sevilla, Francesco Foscarin, Patricia Garcia-Iasci +3
In this paper, we address the challenge of Optical Music Recognition (OMR) for handwritten jazz lead sheets, a widely used musical score type that encodes melody and chords. The ta…
End-to-End Full-Page Optical Music Recognition for Pianoform Sheet Music
Antonio RÃos-Vila, Jorge Calvo-Zaragoza, David Rizo +1
Optical Music Recognition (OMR) has made significant progress since its inception, with various approaches now capable of accurately transcribing music scores into digital formats.…
Aligned Music Notation and Lyrics Transcription
Eliseo Fuentes-MartÃnez, Antonio RÃos-Vila, Juan C. Martinez-Sevilla +2
The digitization of vocal music scores presents unique challenges that go beyond traditional Optical Music Recognition (OMR) and Optical Character Recognition (OCR), as it necessit…