Optimal Microphone Array Placement Design Using the Bayesian Optimization Method

Optimal Microphone Array Placement Design Using the Bayesian Optimization Method

In addition to the filter coefficients, the location of the microphone array is a crucial factor in improving the overall performance of a beamformer. The optimal microphone array placement can considerably enhance speech quality. However, the optimization problem with microphone configuration varia...

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Bibliographic Details
Main Authors: Yuhan Zhang, Zhibao Li, Ka Fai Cedric Yiu
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Sensors
Subjects:
Bayesian optimization
beamformer design
microphone placement
Gaussian process regression
acquisition function
Online Access:https://www.mdpi.com/1424-8220/24/8/2434

Internet

https://www.mdpi.com/1424-8220/24/8/2434

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