WaveRoll: JavaScript Library for Comparative MIDI Piano-Roll Visualization

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Titel: WaveRoll: JavaScript Library for Comparative MIDI Piano-Roll Visualization
Autoren: Park, Hannah, Jeong, Dasaem
Publikationsjahr: 2025
Bestand: ArXiv.org (Cornell University Library)
Schlagwörter: Sound
Beschreibung: WaveRoll is an interactive JavaScript library that enables comparative visualization and synchronized playback of multiple MIDI piano rolls on a browser. It addresses a specific evaluation need in Automatic Music Transcription (AMT), contrasting multiple MIDI outputs produced from the same input. The library displays multiple MIDI tracks on a single, time-aligned grid with synchronized audio, allowing users to compare pitch and timing, identify missed or extra notes, and observe onset and offset differences, as well as section-level patterns. We expect that such comparisons would assist in model evaluation and error analysis, and help readers to understand the model behavior better. The open-source library is available at https://github.com/crescent-stdio/wave-roll ; Late-breaking/demo (LBD) at ISMIR 2025. https://ismir2025program.ismir.net/lbd_459.html
Publikationsart: text
Sprache: unknown
Relation: http://arxiv.org/abs/2511.09562
Verfügbarkeit: http://arxiv.org/abs/2511.09562
Dokumentencode: edsbas.34990854
Datenbank: BASE
Beschreibung
Abstract:WaveRoll is an interactive JavaScript library that enables comparative visualization and synchronized playback of multiple MIDI piano rolls on a browser. It addresses a specific evaluation need in Automatic Music Transcription (AMT), contrasting multiple MIDI outputs produced from the same input. The library displays multiple MIDI tracks on a single, time-aligned grid with synchronized audio, allowing users to compare pitch and timing, identify missed or extra notes, and observe onset and offset differences, as well as section-level patterns. We expect that such comparisons would assist in model evaluation and error analysis, and help readers to understand the model behavior better. The open-source library is available at https://github.com/crescent-stdio/wave-roll ; Late-breaking/demo (LBD) at ISMIR 2025. https://ismir2025program.ismir.net/lbd_459.html