Meet MeLoDy: A model for music synthesis that is efficient and text-

MeLoDy, an efficient LM-guided diffusion model that generates music audios of state-of-the-art quality, is presented.

The authors propose a new type of generative model based on the dual-path diffusion (DPD) process instead of the classic diffusion process.

This was the summary of Me LoDy: an efficient LDM with a DPD model.

With the blossoming of deep generative models, music generation has drawn much attention in recent years.

As a prominent class of generatives, language models have shown extraordinary modeling capability in modeling complex relationships across long-term contexts.

Other generative approaches, such as diffusion probabilistic models, have also demonstrated exceptional abilities in synthesizing speech, sounds, and music.

#shorts #techshorts #technews #tech #technology #music generation #deep generative models #DPMs

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