A Comparative Study on Room Impulse Response Reconstruction Using Pattern-Coupled Sparse Bayesian Learning with Different Coupling Structures

A Comparative Study on Room Impulse Response Reconstruction Using Pattern-Coupled Sparse Bayesian Learning with Different Coupling Structures

Sparse Bayesian learning (SBL) is widely used for sound field reconstruction (SFR). Among various SBL approaches, pattern-coupled SBL has been demonstrated to achieve superior performance. Building on the pattern-coupled SBL framework, this study replaces matrix multiplication with tensor and matrix...

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Bibliographic Details
Main Authors: Simiao Chen, Shenyuan Gu, Yilin Zhao, Xuelei Feng, Yong Shen
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
sound field reconstruction
pattern-coupled hierarchical model
coupling structures
variational inference
Online Access:https://www.mdpi.com/2076-3417/15/4/1859
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