Dense-Fusion2Net a more efficient and lightweight short speech speaker recognition system with time-frequency channel attention

Abstract In short speech situations, the performance of existing speaker recognition systems degrades significantly due to factors such as short speech segment length, scarce speaker identity information, and noise interference. In this paper, a short speech speaker recognition system based on Dense...

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Bibliographic Details
Main Authors: Fei Deng, Rui Huang, Peifan Jiang, Lin Yu, Lihong Deng
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-93873-x
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