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May 6, 2026Applied Sciences0 citationsOpen Access

Eigenbeam–vMF-Based Room Acoustic Analyzer: A Comparative Study with First-Order and Higher-Order Ambisonic Recordings

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ABAmy BastineTAThushara D. AbhayapalaJZJihui Zhang

Key Points

  • This research aims to determine the efficiency of an eigenbeam-based acoustic analyzer with different ambisonic arrays for room acoustic assessments.
  • Conducted a comparative study in a recording studio with variable wall panels.
  • Evaluated a four-channel first-order array against a 32-channel spherical microphone array.
  • Analyzed reflection behavior and acoustic characteristics across different wall panel settings.
  • Identified distinct acoustic differences between variable wall panel settings.
  • First-order array indicated potential for preliminary assessments of room modes and reflections.
  • Higher-order array captured finer spatial details and prolonged reflections more effectively.

Abstract

Comprehensive room acoustic characterization requires resolving reflection behavior across time, frequency, and space. The recently proposed eigenbeam–vMF-based analyzer provides a framework for this by modeling the reflection field as a time–frequency-dependent directional power distribution, estimated via spatial correlation of eigenbeams (ambisonics) and parameterized using von Mises–Fisher clustering. This formulation enables a unified and interpretable description of anisotropic early reflections, their transition into diffuse reverberation, and frequency-dependent acoustic behavior. Prior work showed that the analyzer reliably captures these features using higher-order ambisonics from a 32-channel spherical microphone array (SMA) and that constraining the same array to the first order still led to retaining the dominant features. This paper investigates whether this capability extends to first-order microphone arrays with sparser spatial sampling for more economical and practical deployment. A comparative study is conducted in a recording studio with variable wall panels (wood and felt), evaluating a four-channel first-order array against a 32-channel SMA. The results reveal distinct acoustic differences between panel settings, which are consistent across both arrays. While the SMA captures finer spatial detail and prolonged anisotropic reflections more effectively, the first-order array demonstrates potential for preliminary room acoustic assessments by identifying room mode frequencies, dominant reflection directions, and highly reflective surfaces.

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Cite This Study

Bastine et al. (2026) studied this question.

synapsesocial.com/papers/69fa98bd04f884e66b532893https://doi.org/10.3390/app16094470
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