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This is a Experimental Study study.

October 20, 2025Open Access

Diff-TONE: Timestep Optimization for iNstrument Editing in Text-to-Music Diffusion Models

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This research demonstrates instrument editing using diffusion models, highlighting challenges in music generation and potential solutions.

Selecting optimal timesteps can dramatically enhance instrument editing while maintaining audio content.
The study shows that a well-chosen timestep balances original content preservation and desired timbre.
Utilizing pretrained text-to-music diffusion models allows for efficient instrument editing without extra training.
The approach addresses significant challenges in controlling output in text-to-music generation.

Baoueb et al. (2025) studied this question.

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This research demonstrates instrument editing using diffusion models, highlighting challenges in music generation and potential solutions.