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Showing 2021Show all
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cs.SD2021★ 1 cited
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement
Yi Li, Yang Sun, Syed Mohsen Naqvi
The state-of-the-art speech enhancement has limited performance in speech estimation accuracy. Recently, in deep learning, the Transformer shows the potential to exploit the long-r…
cs.SD2021★ 29 cited
Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement
Yi Li, Yang Sun, Kirill Horoshenkov +1
As a category of transfer learning, domain adaptation plays an important role in generalizing the model trained in one task and applying it to other similar tasks or settings. In s…