The paper presents METEOR, a model for Melody-aware Texture-controllable Orchestral music generation. The key points are:
METEOR is designed for symbolic multi-track music style transfer, allowing control over textural attributes while ensuring melodic fidelity.
The model provides two levels of controllability:
To maintain melodic fidelity, the model identifies the melody in the reference piece and enforces it in the generated content, while allowing the choice of melodic instrument to change across bars.
Evaluations show that METEOR can achieve controllability performances similar to strong baselines while greatly improving melodic fidelity. The model also demonstrates the ability to associate melodic instruments with their typical register.
The model can perform style transfer as well as lead sheet orchestration, with audio examples available on the demo page.
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by Dinh-Viet-To... في arxiv.org 09-19-2024
https://arxiv.org/pdf/2409.11753.pdfاستفسارات أعمق