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Kashyap Patel

2 accepted papers

2024

An MVDR-Embedded U-Net Beamformer for Effective and Robust Multichannel Speech Enhancement

ICASSP 2024accepted

In multichannel speech enhancement (SE) systems, deep neural networks (DNNs) are often utilized to directly estimate the clean speech for effective beamforming. This approach, however, may not generalize adequately to new acoustic or noise conditions. Alternatively, DNNs can indirectly perform SE by…

Cited by 0SourceScholar
2023

UX-Net: Filter-and-Process-Based Improved U-Net for real-time time-domain audio Separation

ICASSP 2023accepted

This study presents UX-Net, a time-domain audio separation network (TasNet) based on a modified U-Net architecture. The proposed UX-Net works in real-time and handles either single or multi-microphone input. Inspired by the filter-and-process-based human auditory behavior, the proposed system introd…

Cited by 0SourceScholar