4 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…
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…
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…