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Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone


Apr 03, 2021
Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

* Submitted to INTERSPEECH 2021 

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Continuous Speech Separation with Ad Hoc Microphone Arrays


Mar 03, 2021
Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng


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Knowledge-aware Zero-Shot Learning: Survey and Perspective


Feb 26, 2021
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen


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Dual-Path Modeling for Long Recording Speech Separation in Meetings


Feb 23, 2021
Chenda Li, Zhuo Chen, Yi Luo, Cong Han, Tianyan Zhou, Keisuke Kinoshita, Marc Delcroix, Shinji Watanabe, Yanmin Qian

* Accepted by ICASSP 2021 

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OntoZSL: Ontology-enhanced Zero-shot Learning


Feb 15, 2021
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen

* Accepted to The Web Conference (WWW) 2021 

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Gauge Invariant Autoregressive Neural Networks for Quantum Lattice Models


Jan 18, 2021
Di Luo, Zhuo Chen, Kaiwen Hu, Zhizhen Zhao, Vera Mikyoung Hur, Bryan K. Clark


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Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR


Nov 03, 2020
Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka

* Submitted to ICASSP 2021. arXiv admin note: text overlap with arXiv:2006.10930, arXiv:2008.04546 

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Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer


Oct 23, 2020
Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li


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Speaker Separation Using Speaker Inventories and Estimated Speech


Oct 20, 2020
Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong


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Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network


Aug 30, 2020
Shuqiang Wang, Zhuo Chen, Wen Yu, Baiying Lei

* 11 pages, 10 figures 

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Continuous Speech Separation with Conformer


Aug 13, 2020
Sanyuan Chen, Yu Wu, Zhuo Chen, Jinyu Li, Chengyi Wang, Shujie Liu, Ming Zhou


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Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings


Aug 11, 2020
Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka


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Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles


Jul 27, 2020
Yuxin Lu, Peng Cheng, Zhuo Chen, Wai Ho Mow, Yonghui Li, Branka Vucetic


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Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers


Jun 19, 2020
Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka

* Submitted to INTERSPEECH 2020 

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Neural Speech Separation Using Spatially Distributed Microphones


Apr 28, 2020
Dongmei Wang, Zhuo Chen, Takuya Yoshioka

* 5 pages, 2 figures, Interspeech2020 

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Generative Adversarial Zero-shot Learning via Knowledge Graphs


Apr 07, 2020
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen

* under review 

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Continuous speech separation: dataset and analysis


Jan 30, 2020
Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Jinyu Li


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Advances in Online Audio-Visual Meeting Transcription


Dec 10, 2019
Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou

* To appear in Proc. IEEE ASRU Workshop 2019 

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End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation


Nov 26, 2019
Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka


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Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation


Oct 14, 2019
Yi Luo, Zhuo Chen, Takuya Yoshioka


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PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch


Jul 30, 2019
Liang Lu, Xiong Xiao, Zhuo Chen, Yifan Gong

* 5 pages, 2 figures 

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A Learning-Based Two-Stage Spectrum Sharing Strategy with Multiple Primary Transmit Power Levels


Jul 21, 2019
Rui Zhang, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic

* 46 pages, 10 figures, accepted by IEEE Transactions on Signal Processing 2019 

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Pykaldi2: Yet another speech toolkit based on Kaldi and Pytorch


Jul 12, 2019
Liang Lu, Xiong Xiao, Zhuo Chen, Yifan Gong

* 5 pages, 2 figures 

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ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection


Jun 19, 2019
Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu


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Meeting Transcription Using Virtual Microphone Arrays


May 03, 2019
Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng


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Low-Latency Speaker-Independent Continuous Speech Separation


Apr 13, 2019
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis


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Understanding the Impact of Label Granularity on CNN-based Image Classification


Jan 21, 2019
Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana Marculescu

* 10 pages. Accepted at DSBDA with ICDM 

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Speaker-Invariant Training via Adversarial Learning


Oct 16, 2018
Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang, Juang

* 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 2018 
* 5 pages, 3 figures, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 

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