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October 2, 2025Open Access

Generating Moving 3D Soundscapes with Latent Diffusion Models

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SonicMotion demonstrates improved spatial audio generation in 3D environments, indicating advancements in immersive audio quality.

SonicMotion achieves state-of-the-art perceptual quality and semantic alignment when generating 3D audio.
Experiments reveal that SonicMotion significantly reduces spatial localization error compared to existing systems.
The new dataset of one million FOA caption pairs supports training both static and dynamic audio samples.
The model supports two variations, enhancing flexibility in generating audio from text and spatial parameters.

Templin et al. (2025) studied this question.

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