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3 Result(s)

within Chapter Remove this filter Haoran Yin Remove this filter Artificial Intelligence Remove this filter Computer Appl. in Social and Behavioral Sciences Remove this filter

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  1. No Access

    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...

    Haoran Yin, Hao Shi, Longbiao Wang, Luya Qiang, Sheng Li… in Neural Information Processing (2021)

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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...

    Luya Qiang, Hao Shi, Meng Ge, Haoran Yin, Nan Li… in Neural Information Processing (2021)

  3. No Access

    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...

    Haoran Yin, Pengbo Xu, Hui Cui, Geng Chen, Jiquan Ma in Computational Diffusion MRI (2022)