Time-domain Beamforming for Room Acoustics Analysis based on Reverberant Field Estimation

This paper introduces a beamforming technique for room acoustic analysis, contrasting from most conventional methods by operating in the time domain rather than the frequency domain. The technique estimates the direction of arrival of early reflections and the reverberant field using impulse responses recorded by a planar microphone array. A significant contribution is the design of a relaxed linear forward operator that models sound propagation based on the geometric setup. The proposal novelly leverages the impulsive sound waves’ sparsity in space and time simultaneously under an optimization framework. Comparative evaluations with conventional beamformers using synthetic and real data from a reverberant room validate the efficacy of the proposed technique for room acoustics analysis, highlighting its ability to discern early reflections temporally and estimate the reverberant field.

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Publication Details

Published
2025-03-12
DOI
https://doi.org/10.1109/icassp49660.2025.10889527
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
0.00

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article

Time-domain Beamforming for Room Acoustics Analysis based on Reverberant Field Estimation

Barbara Nicolas, Adrian Basarab, Tatiana Gelvez, Quentin Leclère et al.
Speech and Audio Processing
article

Time-domain Beamforming for Room Acoustics Analysis based on Reverberant Field Estimation

Barbara Nicolas, Adrian Basarab, Tatiana Gelvez, Quentin Leclère, Jérôme Antoni
article en

Abstract

This paper introduces a beamforming technique for room acoustic analysis, contrasting from most conventional methods by operating in the time domain rather than the frequency domain. The technique estimates the direction of arrival of early reflections and the reverberant field using impulse responses recorded by a planar microphone array. A significant contribution is the design of a relaxed linear forward operator that models sound propagation based on the geometric setup. The proposal novelly leverages the impulsive sound waves’ sparsity in space and time simultaneously under an optimization framework. Comparative evaluations with conventional beamformers using synthetic and real data from a reverberant room validate the efficacy of the proposed technique for room acoustics analysis, highlighting its ability to discern early reflections temporally and estimate the reverberant field.

Université Claude Bernard Lyon 1 (FR), Centre National de la Recherche Scientifique (FR), Inserm (FR), Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (FR), Institut National des Sciences Appliquées de Lyon (FR)
Université de Lyon
Openalex Percentile: Top 96%
Speech and Audio Processing
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