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Uformer: A Unet based dilated complex real dual-path conformer network for simultaneous speech enhancement and dereverberation [article]

Yihui Fu, Yun Liu, Jingdong Li, Dawei Luo, Shubo Lv, Yukai Jv, Lei Xie
2022 arXiv   pre-print
In this paper, we propose Uformer, a Unet based dilated complex & real dual-path conformer network in both complex and magnitude domain for simultaneous speech enhancement and dereverberation.  ...  These three sub-modules contained in the proposed dilated complex & real dual-path conformer module effectively improve the speech enhancement and dereverberation performance.  ...  Inspired by the considerations mentioned above, we propose Uformer, a Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation.  ... 
arXiv:2111.06015v3 fatcat:thdqc4afgjdyfbhvymahxiw53q