Search Results for author: Thushara D. Abhayapala

Found 4 papers, 1 papers with code

Sound field reconstruction using neural processes with dynamic kernels

no code implementations9 Nov 2023 Zining Liang, Wen Zhang, Thushara D. Abhayapala

Accurately representing the sound field with the high spatial resolution is critical for immersive and interactive sound field reproduction technology.

Gaussian Processes

Circumvent spherical Bessel function nulls for open sphere microphone arrays with physics informed neural network

no code implementations1 Aug 2023 Fei Ma, Thushara D. Abhayapala, Prasanga N. Samarasinghe

A PINN models the measurement of an OSMA and predicts the sound field on another sphere whose radius is different from that of the OSMA.

Spatial Upsampling of Head-Related Transfer Functions Using a Physics-Informed Neural Network

1 code implementation27 Jul 2023 Fei Ma, Thushara D. Abhayapala, Prasanga N. Samarasinghe, Xingyu Chen

Head-related transfer function (HRTF) capture the information that a person uses to localize sound sources in space, and thus is crucial for creating personalized virtual acoustic experiences.

valid

A time-domain nearfield frequency-invariant beamforming method

no code implementations18 May 2021 Fei Ma, Thushara D. Abhayapala, Prasanga N. Samarasinghe

The time-domain implementation makes the beamformer output suitable for further use by real-time applications, the nearfield focusing enables the beamforming method to suppress an interference even if it is in the same direction as the target source, and the frequency-invariant beampattern makes the beamforming method suitable for enhancing the target source over a broad frequency band.

Speech Enhancement

Cannot find the paper you are looking for? You can Submit a new open access paper.