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Chapter and Conference Paper
DC \(^2\) U-Net: Tract Segmentation in Brain White Matter Using Dense Criss-Cross U-Net
Diffusion magnetic resonance imaging (dMRI) is a non-invasive technique for studying the microstructure properties of brain white matter (WM) in vivo. Segmentation of WM fiber tracts can be used to characteriz...
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Chapter and Conference Paper
Simultaneous Progressive Filtering-Based Monaural Speech Enhancement
Speech enhancement (SE) benefits from multi-stage stacking. However, this will introduce a lot of new parameters to the neural network. In this paper, we propose a simultaneous progressive filtering-based mona...
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Chapter and Conference Paper
Speech Dereverberation Based on Scale-Aware Mean Square Error Loss
Recently, deep learning-based speech dereverberation appro-aches have achieved remarkable performance by directly map** the input spectrogram to a target spectrogram or time-frequency mask. However, these ap...