A Multi-Room Transition Dataset for Blind Estimation of Energy Decay

We present an acoustic room impulse response dataset focusing on multi-room environments characterized by complex geometries and acoustic conditions. The dataset is accompanied by positional information and visual documentation in the form of 360° photographs. Additionally, we present a method to estimate acoustic energy decay functions from noisy, reverberant speech signals. We demonstrate the effectiveness of the proposed method based on experiments conducted with the presented dataset.

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Publication Details

Published
2024-09-09
DOI
https://doi.org/10.1109/iwaenc61483.2024.10694356
Citations
2
Primary Topic
Smart Grid Energy Management
Type
article
Field-Weighted Citation Impact
0.42
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article

A Multi-Room Transition Dataset for Blind Estimation of Energy Decay

Emanuël A. P. Habets, Nils Meyer‐Kahlen, Philipp Götz, Karolina Prawda et al.
2 citations
Smart Grid Energy Management
0.42
article

A Multi-Room Transition Dataset for Blind Estimation of Energy Decay

Emanuël A. P. Habets, Nils Meyer‐Kahlen, Philipp Götz, Karolina Prawda, Sebastian J. Schlecht, Georg Götz, Kyung Yun Lee
article en
2 citations

Abstract

We present an acoustic room impulse response dataset focusing on multi-room environments characterized by complex geometries and acoustic conditions. The dataset is accompanied by positional information and visual documentation in the form of 360° photographs. Additionally, we present a method to estimate acoustic energy decay functions from noisy, reverberant speech signals. We demonstrate the effectiveness of the proposed method based on experiments conducted with the presented dataset.

Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), International Audio Laboratories Erlangen (DE), Fraunhofer Institute for Integrated Circuits (DE), Aalto University (FI)
Affordable and clean energy
Openalex Percentile: Top 38%
Smart Grid Energy Management
0.42
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