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WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing


Oct 29, 2021
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei


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Continuous Speech Separation with Recurrent Selective Attention Network


Oct 28, 2021
Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li

* Submitted to ICASSP 2022 

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UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training


Oct 12, 2021
Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu

* ICASSP 2022 Submission 

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A Neural Network-Based Linguistic Similarity Measure for Entrainment in Conversations


Sep 04, 2021
Mingzhi Yu, Diane Litman, Shuang Ma, Jian Wu


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A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio


Jul 06, 2021
Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

* Submitted to ASRU 2021 

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Investigation of Practical Aspects of Single Channel Speech Separation for ASR


Jul 05, 2021
Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li

* Accepted by Interspeech 2021 

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Automatic Metadata Extraction Incorporating Visual Features from Scanned Electronic Theses and Dissertations


Jul 01, 2021
Muntabir Hasan Choudhury, Himarsha R. Jayanetti, Jian Wu, William A. Ingram, Edward A. Fox

* 7 pages, 4 figures, 1 table. Accepted by JCDL '21 as a short paper 

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Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models


Jun 30, 2021
Amber Afshan, Kshitiz Kumar, Jian Wu

* Accepted to Interspeech 2021 

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ScanBank: A Benchmark Dataset for Figure Extraction from Scanned Electronic Theses and Dissertations


Jun 23, 2021
Sampanna Yashwant Kahu, William A. Ingram, Edward A. Fox, Jian Wu

* 16 pages, 3 figures, submitted to ACM/IEEE Joint Conference on Digital Libraries 

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Extractive Research Slide Generation Using Windowed Labeling Ranking


Jun 06, 2021
Athar Sefid, Jian Wu, Prasenjit Mitra, Lee Giles

* NAACL/Proceedings of the Second Workshop on Scholarly Document Processing 2021 

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Document Domain Randomization for Deep Learning Document Layout Extraction


May 20, 2021
Meng Ling, Jian Chen, Torsten Möller, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Robert S. Laramee, Han-Wei Shen, Jian Wu, C. Lee Giles

* Main paper to appear in ICDAR 2021 (16th International Conference on Document Analysis and Recognition). This version contains additional materials. The associated test data is hosted on IEEE Data Port: http://doi.org/10.21227/326q-bf39 

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Electrocardio Panorama: Synthesizing New ECG Views with Self-supervision


May 12, 2021
Jintai Chen, Xiangshang Zheng, Hongyun Yu, Danny Z. Chen, Jian Wu

* the 30th International Joint Conference on Artificial Intelligence (2021) 

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A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers


May 04, 2021
Chen Li, Xintong Li, Xiaoyan Li, Md Mamunur Rahaman, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek

* 22 pages, 38 figures. arXiv admin note: substantial text overlap with arXiv:2102.10553 

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AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario


Apr 08, 2021
Yihui Fu, Luyao Cheng, Shubo Lv, Yukai Jv, Yuxiang Kong, Zhuo Chen, Yanxin Hu, Lei Xie, Jian Wu, Hui Bu, Xin Xu, Jun Du, Jingdong Chen

* Submitted to Interspeech 2021 

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Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models


Apr 08, 2021
Jian Wu, Rajal Nivargi, Sree Sai Teja Lanka, Arjun Manoj Menon, Sai Ajay Modukuri, Nishanth Nakshatri, Xin Wei, Zhuoer Wang, James Caverlee, Sarah M. Rajtmajer, C. Lee Giles

* 17 pages, 8 figures, a draft to be submitted to JCDL'21 

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A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches


Feb 21, 2021
Chen Li, Xintong Li, Md Rahaman, Xiaoyan Li, Hongzan Sun, Hong Zhang, Yong Zhang, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek


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Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs


Feb 10, 2021
Jintai Chen, Bohan Yu, Biwen Lei, Ruiwei Feng, Danny Z. Chen, Jian Wu

* International Conference on Medical Image Computing and Computer-Assisted Intervention (2020) 

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Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels


Feb 09, 2021
Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu

* 2020 IEEE International Conference on Bioinformatics and Biomedicine 

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Speaker attribution with voice profiles by graph-based semi-supervised learning


Feb 06, 2021
Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno

* Interspeech 2020 

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Multi-View Adaptive Fusion Network for 3D Object Detection


Nov 02, 2020
Guojun Wang, Bin Tian, Yachen Zhang, Long Chen, Dongpu Cao, Jian Wu

* 11 pages,9 figures 

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Dynamic radiomics: a new methodology to extract quantitative time-related features from tomographic images


Nov 01, 2020
Fengying Che, Ruichuan Shi, Zhi Li, Jian Wu, Shuqin Li, Weixing Chen, Hao Zhang, Xiaoyu Cui


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Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks


Jul 27, 2020
Bharath Kandimalla, Shaurya Rohatgi, Jian Wu, C Lee Giles

* submitted to "Frontiers Mining Scientific Papers Volume II: Knowledge Discovery and Data Exploitation" 

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Speaker diarization with session-level speaker embedding refinement using graph neural networks


May 22, 2020
Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno

* ICASSP 2020 (45th International Conference on Acoustics, Speech, and Signal Processing) 

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UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation


Apr 19, 2020
Huimin Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Jian Wu


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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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Method and Dataset Mining in Scientific Papers


Nov 29, 2019
Rujing Yao, Linlin Hou, Yingchun Ye, Ou Wu, Ji Zhang, Jian Wu


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Dunhuang Grottoes Painting Dataset and Benchmark


Jul 11, 2019
Tianxiu Yu, Shijie Zhang, Cong Lin, Shaodi You, Jian Wu, Jiawan Zhang, Xiaohong Ding, Huili An

* 8 pages, 1 column 

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End-to-End Multi-Channel Speech Separation


May 28, 2019
Rongzhi Gu, Jian Wu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu

* submitted to interspeech 2019 

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A comprehensive study of speech separation: spectrogram vs waveform separation


May 17, 2019
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu

* Submitted to INTERSPEECH 2019 

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