no code implementations • 19 Sep 2023 • Luyao Cheng, Siqi Zheng, Qinglin Zhang, Hui Wang, Yafeng Chen, Qian Chen, Shiliang Zhang
Speaker diarization has gained considerable attention within speech processing research community.
1 code implementation • 5 Aug 2023 • Yafeng Chen, Siqi Zheng, Hui Wang, Luyao Cheng, Qian Chen, Shiliang Zhang
It assigns representation of augmented views of utterances to the same prototypes as the representation of the original view, thereby enabling effective knowledge transfer between the views.
1 code implementation • 27 Jun 2023 • Siqi Zheng, Luyao Cheng, Yafeng Chen, Hui Wang, Qian Chen
Disentangling uncorrelated information in speech utterances is a crucial research topic within speech community.
2 code implementations • 22 May 2023 • Yafeng Chen, Siqi Zheng, Hui Wang, Luyao Cheng, Qian Chen, Jiajun Qi
This paper proposes a novel architecture called Enhanced Res2Net (ERes2Net), which incorporates both local and global feature fusion techniques to improve the performance.
no code implementations • 22 May 2023 • Luyao Cheng, Siqi Zheng, Zhang Qinglin, Hui Wang, Yafeng Chen, Qian Chen
In this paper, we propose methods to extract speaker-related information from semantic content in multi-party meetings, which, as we will show, can further benefit speaker diarization.
1 code implementation • 8 Nov 2022 • Yafeng Chen, Siqi Zheng, Hui Wang, Luyao Cheng, Qian Chen
A range of experiments conducted on the VoxCeleb datasets demonstrate the superiority of the regularized DINO framework in speaker verification.
no code implementations • 15 Aug 2022 • Zijun Guo, Wenwen Meng, Dongfeng Shi, Linbin Zha, Wei Yang, Jian Huang, Yafeng Chen, Yingjian Wang
When imaging moving objects, single-pixel imaging produces motion blur.
no code implementations • 25 Apr 2022 • Fuchuan Tong, Siqi Zheng, Min Zhang, Yafeng Chen, Hongbin Suo, Qingyang Hong, Lin Li
In this work, we present a GCN-based approach for semi-supervised learning.
no code implementations • 29 Mar 2021 • Yafeng Chen, Wu Guo, Bin Gu
By combining these two methods, we can observe further improvements on these two databases.
no code implementations • 21 Oct 2020 • Yafeng Chen, Wu Guo, Jingjing Shi, Jiajun Qi, Tan Liu
To evaluate the proposed method, we conduct experiments on the Speaker in the Wild (SITW) dataset.
no code implementations • 13 Oct 2020 • Jiajun Qi, Wu Guo, Jingjing Shi, Yafeng Chen, Tan Liu
The universal speech attributes for x-vector based speaker verification (SV) are addressed in this paper.
no code implementations • 28 Jan 2020 • Fei Meng, Yafeng Chen, Weibai Li, Baohua Jia, Xiaodong Huang
High-order topological insulators (TIs) develop the conventional bulk-boundary correspondence theory and rise the interest in searching innovative topological materials.
Applied Physics Materials Science