[Principal Investigator] Optical Music Recognition (OMR) and Automatic Music Transcription (AMT) are the research fields that investigate how to transcribe music score images and audio recordings, respectively, into digital scores. AMT and OMR remain open challenges. MultiScore seeks to unlock the current situation by levering vast amounts of annotated data to apply state-of-the-art technologies in deep neural networks, and also to find intersections and synergies in both research lines.