Search Results for author: Amy Bastine

Found 5 papers, 3 papers with code

Source Localization by Multidimensional Steered Response Power Mapping with Sparse Bayesian Learning

no code implementations20 May 2024 Wei-Ting Lai, Lachlan Birnie, Xingyu Chen, Amy Bastine, Thushara D. Abhayapala, Prasanga N. Samarasinghe

Our multidimensional SRP approach outperforms conventional SRP and the current state-of-the-art sparse SRP methods for localizing closely spaced sources in a reverberant room.

An Active Noise Control System Based on Soundfield Interpolation Using a Physics-informed Neural Network

1 code implementation19 Sep 2023 Yile, Zhang, Fei Ma, Thushara Abhayapala, Prasanga Samarasinghe, Amy Bastine

An ANC system is designed to take advantage of the interpolated signal to reduce noise signal within the ROI.

Head-Related Transfer Function Interpolation with a Spherical CNN

1 code implementation15 Sep 2023 Xingyu Chen, Fei Ma, Yile Zhang, Amy Bastine, Prasanga N. Samarasinghe

The proposed method realizes the convolution process by decomposing and reconstructing HRTF through the Spherical Harmonics (SHs).

Sound Field Estimation around a Rigid Sphere with Physics-informed Neural Network

1 code implementation26 Jul 2023 Xingyu Chen, Fei Ma, Amy Bastine, Prasanga Samarasinghe, Huiyuan Sun

To overcome this challenge, this paper proposes a method for sound field estimation based on a physics-informed neural network.

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