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Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition

Feb 16, 2021
Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu

* Submitted to Computer Speech & Language 

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Structural Information Preserving for Graph-to-Text Generation

Feb 12, 2021
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu

* ACL 2020 

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Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question Answering Data

Feb 01, 2021
Dian Yu, Kai Sun, Dong Yu, Claire Cardie


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Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks

Jan 13, 2021
Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu

* Accepted in IEEE SLT 2021 

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Generalized RNN beamformer for target speech separation

Jan 04, 2021
Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Dong Yu

* 4 pages 2 figures, demo: https://yongxuustc.github.io/grnnbf/ 

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TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis

Dec 31, 2020
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi


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Robust Dialogue Utterance Rewriting as Sequence Tagging

Dec 29, 2020
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu

* 11 pages 

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Multi-channel Multi-frame ADL-MVDR for Target Speech Separation

Dec 24, 2020
Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu

* 12 pages, 6 figures. Demos available at https://zzhang68.github.io/mcmf-adl-mvdr/ 

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Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning

Dec 13, 2020
Wei Xia, Chunlei Zhang, Chao Weng, Meng Yu, Dong Yu

* Submitted to ICASSP2021 

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Phonetic Posteriorgrams based Many-to-Many Singing Voice Conversion via Adversarial Training

Dec 03, 2020
Haohan Guo, Heng Lu, Na Hu, Chunlei Zhang, Shan Yang, Lei Xie, Dan Su, Dong Yu


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Automatic Summarization of Open-Domain Podcast Episodes

Nov 12, 2020
Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu

* TREC 2020 

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Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization

Oct 30, 2020
Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu

* submitted to ICASSP 2021 

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Replay and Synthetic Speech Detection with Res2net Architecture

Oct 28, 2020
Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng

* Submitted to ICASSP2021 

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Better Highlighting: Creating Sub-Sentence Summary Highlights

Oct 20, 2020
Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu

* EMNLP 2020 (Long Paper) 

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High-Fidelity 3D Digital Human Creation from RGB-D Selfies

Oct 12, 2020
Xiangkai Lin, Yajing Chen, Linchao Bao, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Xinwei Jiang, Jue Wang, Dong Yu, Zhengyou Zhang

* Project page: https://github.com/tencent-ailab/hifi3dface_projpage Code: https://github.com/tencent-ailab/hifi3dface 

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Token-level Adaptive Training for Neural Machine Translation

Oct 09, 2020
Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu

* 12 pages; Accepted by EMNLP 2020 

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Semantic Role Labeling Guided Multi-turn Dialogue ReWriter

Oct 03, 2020
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu

* To appear in EMNLP 2020 

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Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge

Sep 12, 2020
Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie


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An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

Aug 21, 2020
Daniel Michelsanti, Zheng-Hua Tan, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu, Jesper Jensen


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Peking Opera Synthesis via Duration Informed Attention Network

Aug 07, 2020
Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu

* Accepted by INTERSPEECH 2020 

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Comprehensive Image Captioning via Scene Graph Decomposition

Jul 23, 2020
Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li

* Accepted to ECCV 2020 

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Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation

Jul 03, 2020
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu


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Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams

Jun 20, 2020
Huirong Huang, Zhiyong Wu, Shiyin Kang, Dongyang Dai, Jia Jia, Tianxiao Fu, Deyi Tuo, Guangzhi Lei, Peng Liu, Dan Su, Dong Yu, Helen Meng

* 5 pages, 5 figures 

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Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification

Jun 11, 2020
Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

* Submitted to Interspeech2020 

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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension

May 19, 2020
Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu


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Audio-visual Multi-channel Recognition of Overlapped Speech

May 18, 2020
Jianwei Yu, Bo Wu, Rongzhi Gu Shi-Xiong Zhang Lianwu Chen Yong Xu Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng

* submitted to Interspeech 2020 

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MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning

May 11, 2020
Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal

* ACL 2020 (12 pages) 

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Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints

May 03, 2020
Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen

* Accepted at ACL2020 

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Dialogue-Based Relation Extraction

Apr 17, 2020
Dian Yu, Kai Sun, Claire Cardie, Dong Yu

* To appear in ACL 2020 

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On the Role of Conceptualization in Commonsense Knowledge Graph Construction

Apr 07, 2020
Mutian He, Yangqiu Song, Kun Xu, Dong Yu

* 11 pages, 4 figures 

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