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3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty


Feb 27, 2023
Rongzhi Gu, Shi-Xiong Zhang, Dong Yu

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Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation


Dec 24, 2022
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu

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Probing Deep Speaker Embeddings for Speaker-related Tasks


Dec 14, 2022
Zifeng Zhao, Ding Pan, Junyi Peng, Rongzhi Gu

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High Fidelity Speech Enhancement with Band-split RNN


Dec 01, 2022
Jianwei Yu, Yi Luo, Hangting Chen, Rongzhi Gu, Chao Weng

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Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters


Oct 28, 2022
Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldřich Plchot, Ladislav Mošner, Lukáš Burget, Jan Černocký

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* submitted to ICASSP2023 

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Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention


May 03, 2022
Xinmeng Xu, Rongzhi Gu, Yuexian Zou

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* Accepted by ICASSP 2022 

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Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction


Apr 15, 2022
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou

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* 5 pages, 4 tables, 4 figures. Submitted to INTERSPEECH 2022 

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Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches


Apr 04, 2022
Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou

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* 5 pages, 1 table, 5 figures. Submitted to INTERSPEECH 2022 

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Learning Decoupling Features Through Orthogonality Regularization


Mar 31, 2022
Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou

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* Accepted at ICASSP 2022 

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