GIR dataset: A geometry and real impulse response dataset for machine learning research in acoustics

Achilleas Xydis,Nathanaël Perraudin,Romana Rust,Kurt Heutschi, Gonzalo Casas,Oksana Riba Grognuz,Kurt Eggenschwiler,Matthias Kohler,Fernando Perez-Cruz

Applied Acoustics（2023）

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摘要

•Early reflections affect the sound characteristics at the listening position.•Present dataset containing 920712 IRs from 312 diffusive wall-like surfaces.•Develop predictive machine learning models.•Open-source dataset and computational framework for sound diffusion research.

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关键词

Dataset,Real impulse responses,Sound diffusion,Sound scattering,Machine learning

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