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eess.AS2022
A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks
Bahareh Tolooshams, Kazuhito Koishida
Deep learning-based speech enhancement has shown unprecedented performance in recent years. The most popular mono speech enhancement frameworks are end-to-end networks mapping the…
eess.AS2019
Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation
Wei Xia, Kazuhito Koishida
In this study, we introduce a convolutional time-frequency-channel "Squeeze and Excitation" (tfc-SE) module to explicitly model inter-dependencies between the time-frequency domain…