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cs.SD2023★ 1 cited
Speaker Recognition Using Isomorphic Graph Attention Network Based Pooling on Self-Supervised Representation
Zirui Ge, Xinzhou Xu, Haiyan Guo +2
The emergence of self-supervised representation (i.e., wav2vec 2.0) allows speaker-recognition approaches to process spoken signals through foundation models built on speech data.…
eess.AS2023★ 1 cited
The Graph feature fusion technique for speaker recognition based on wav2vec2.0 framework
Zirui Ge, Haiyan Guo, Zhen Yang
Pre-trained wav2vec2.0 model has been proved its effectiveness for speaker recognition. However, current feature processing methods are focusing on classical pooling on the output…