SymphonyGen is a 3D hierarchical framework for generating controllable orchestral music via cascading decoders on bar-track-event axes, short-score harmony conditioning, GRPO reinforcement learning, and dissonance-averse sampling.
Pop Music Transformer: Beat-based modeling and generation of expressive pop piano compositions,
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SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton
SymphonyGen is a 3D hierarchical framework for generating controllable orchestral music via cascading decoders on bar-track-event axes, short-score harmony conditioning, GRPO reinforcement learning, and dissonance-averse sampling.