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20192022
most citedSkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation using Optimally Smoothed Spectral Mapping

29 citations · 64 across the 4 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

eess.AS2022★ 8 cited

Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation

Vinay Kothapally, John H. L. Hansen

Several speech processing systems have demonstrated considerable performance improvements when deep complex neural networks (DCNN) are coupled with self-attention (SA) networks. Ho…

eess.AS2022★ 27 cited

SkipConvGAN: Monaural Speech Dereverberation using Generative Adversarial Networks via Complex Time-Frequency Masking

Vinay Kothapally, J. H. L. Hansen

With the advancements in deep learning approaches, the performance of speech enhancing systems in the presence of background noise have shown significant improvements. However, imp…