A method for extracting an average scattering coefficient for room acoustic modeling

This work introduces frequency-dependent Average Scattering Coefficients (ASCs) to quantify the room-averaged degree of scattering per mean free path that results from sound wave interactions with objects, elements, and impedance discontinuities. In this work, the sound field of a room is decomposed into two components: (1) specular reflections from boundary surfaces and (2) non-specular component by the room's interiors and elements. Time-dependent coherence coefficients extracted from impulse responses of furnished rooms and their empty averages are used to derive ASCs, which can be used to facilitate the transition from a specular to a non-specular component in room acoustical modeling. This study extracts ASCs in rooms with varying amounts, distributions, and absorptions of interior elements, and different source and receiver positions based on a wave-based solver. Moreover, ASCs are measured in a real furnished room and utilized to reconstruct the measured sound field with a hybrid model. The specular component is calculated from the empty room case, while the non-specular component is modeled with a stochastic technique. Results from the hybrid models show strong agreement with ground truth regarding early decay time, reverberation time, the degree of scattering, and the level of diffuseness, demonstrating the potential of ASCs for high-frequency room acoustic modeling with reduced computational resources. • Average scattering coefficients (ASCs) to evaluate total scattering effects in rooms for room acoustic modeling. • Derivation of ASCs from coherence analysis of simulated and measured sound fields in empty and furnished rooms. • Demonstration of insensitivity of ASCs to source and receiver positions in the high-frequency range. • Application of ASCs to model the transition from specular to non-specular components in hybrid models. • Reconstruction of measured sound fields using a hybrid model with measured ASCs employed.

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Institutions

Publication Details

Journal
Applied Acoustics
Published
2025-02-20
DOI
https://doi.org/10.1016/j.apacoust.2025.110604
Citations
2
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
2.97

Funders

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article

A method for extracting an average scattering coefficient for room acoustic modeling

Maarten Hornikx, Dingding Xie, Wouter Wittebol, Qi Li
2 citations
Applied Acoustics
Speech and Audio Processing
2.97
article

A method for extracting an average scattering coefficient for room acoustic modeling

Maarten Hornikx, Dingding Xie, Wouter Wittebol, Qi Li
article en
2 citations

Abstract

This work introduces frequency-dependent Average Scattering Coefficients (ASCs) to quantify the room-averaged degree of scattering per mean free path that results from sound wave interactions with objects, elements, and impedance discontinuities. In this work, the sound field of a room is decomposed into two components: (1) specular reflections from boundary surfaces and (2) non-specular component by the room's interiors and elements. Time-dependent coherence coefficients extracted from impulse responses of furnished rooms and their empty averages are used to derive ASCs, which can be used to facilitate the transition from a specular to a non-specular component in room acoustical modeling. This study extracts ASCs in rooms with varying amounts, distributions, and absorptions of interior elements, and different source and receiver positions based on a wave-based solver. Moreover, ASCs are measured in a real furnished room and utilized to reconstruct the measured sound field with a hybrid model. The specular component is calculated from the empty room case, while the non-specular component is modeled with a stochastic technique. Results from the hybrid models show strong agreement with ground truth regarding early decay time, reverberation time, the degree of scattering, and the level of diffuseness, demonstrating the potential of ASCs for high-frequency room acoustic modeling with reduced computational resources. • Average scattering coefficients (ASCs) to evaluate total scattering effects in rooms for room acoustic modeling. • Derivation of ASCs from coherence analysis of simulated and measured sound fields in empty and furnished rooms. • Demonstration of insensitivity of ASCs to source and receiver positions in the high-frequency range. • Application of ASCs to model the transition from specular to non-specular components in hybrid models. • Reconstruction of measured sound fields using a hybrid model with measured ASCs employed.

Applied AcousticsVol. 233
Harbin Engineering University (CN), Eindhoven University of Technology (NL)
China Scholarship Council
Climate action
Openalex Percentile: Top 11%
Speech and Audio Processing
2.97
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A method for extracting an average scattering coefficient for room acoustic modeling — Maarten Hornikx, Dingding Xie, et al. · Applied Acoustics (2025) | TGRS Research Map | TGRS