Fast Diffusion-GAN Model for Generating Symbolic Music with Emotions

arXiv:2310.14040 · cs.SD, cs.AI, eess.AS · Submitted 2023-10-21 · Read on arXiv

cs.SD, cs.AI, eess.AS

Submitted: 2023-10-21

Updated: 2026-10-11

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Diffusion Model — 7× in this paper · explained in 9 episodes
• Diffusion Models — 4× in this paper · explained in 6 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 3 episodes

Sources

• Learning to Generate Music With Sentiment
• Auto-Encoding Variational Bayes
• Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
• EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation
• Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling
• A variational autoencoder for music generation controlled by tonal tension
• Diffusion-LM Improves Controllable Text Generation
• Symbolic Music Generation with Diffusion Models
• Generating symbolic music using diffusion models

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