A database linking piano and orchestral midi scores with application to automatic projective orchestration
| Autor: | Crestel, L., Esling, P., Heng, L., Stephen McAdams |
|---|---|
| Přispěvatelé: | Représentations musicales (Repmus), Sciences et Technologies de la Musique et du Son (STMS), Institut de Recherche et Coordination Acoustique/Musique (IRCAM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche et Coordination Acoustique/Musique (IRCAM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS), McGill University = Université McGill [Montréal, Canada], Crestel, Léopold |
| Jazyk: | angličtina |
| Rok vydání: | 2017 |
| Předmět: |
FOS: Computer and information sciences
[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI] Computer Science - Machine Learning Sound (cs.SD) Computer music Automatic orchestration Computer Science - Sound Machine Learning (cs.LG) [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] Audio and Speech Processing (eess.AS) [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST] Machine learning FOS: Electrical engineering electronic engineering information engineering Database orchestration [MATH.MATH-ST] Mathematics [math]/Statistics [math.ST] Electrical Engineering and Systems Science - Audio and Speech Processing |
| Zdroj: | Scopus-Elsevier |
| Popis: | This article introduces the Projective Orchestral Database (POD), a collection of MIDI scores composed of pairs linking piano scores to their corresponding orchestrations. To the best of our knowledge, this is the first database of its kind, which performs piano or orchestral prediction, but more importantly which tries to learn the correlations between piano and orchestral scores. Hence, we also introduce the projective orchestration task, which consists in learning how to perform the automatic orchestration of a piano score. We show how this task can be addressed using learning methods and also provide methodological guidelines in order to properly use this database. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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