SPGM: Prioritizing Local Features for enhanced speech separation performance

Dual-path is a popular architecture for speech separation models (e.g. Sepformer) which splits long sequences into overlapping chunks for its intra- and inter-blocks that separately model intra-chunk local features and inter-chunk global relationships. However, it has been found that inter-blocks, w...

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Hauptverfasser: Yip, Jia Qi, Zhao, Shengkui, Ma, Yukun, Ni, Chongjia, Zhang, Chong, Wang, Hao, Nguyen, Trung Hieu, Zhou, Kun, Ng, Dianwen, Chng, Eng Siong, Ma, Bin
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Sprache:eng
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