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Importance-based Neuron Allocation for Multilingual Neural Machine Translation


Jul 14, 2021
Wanying Xie, Yang Feng, Shuhao Gu, Dong Yu

* ACL 2021 

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Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition


Jun 08, 2021
Max W. Y. Lam, Jun Wang, Chao Weng, Dan Su, Dong Yu

* Accepted in Interspeech 2021 

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Latency-Controlled Neural Architecture Search for Streaming Speech Recognition


May 08, 2021
Liqiang He, Shulin Feng, Dan Su, Dong Yu

* Submitted to INTERSPEECH 2021 

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SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts


May 07, 2021
Zhao You, Shulin Feng, Dan Su, Dong Yu

* 5 pages, 2 figures. Submitted to Interspeech 2021 

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Video-aided Unsupervised Grammar Induction


May 04, 2021
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo

* This paper is accepted by NAACL'21 

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MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation


Apr 26, 2021
Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu


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Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain


Apr 26, 2021
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu

* 5 pages, 3 figures 

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Conversational Semantic Role Labeling


Apr 11, 2021
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu

* Accepted by TASLP. arXiv admin note: text overlap with arXiv:2010.01417 

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MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment


Apr 02, 2021
Meng Yu, Chunlei Zhang, Yong Xu, Shixiong Zhang, Dong Yu

* Submitted to Interspeech 2021 

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TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation


Mar 31, 2021
Helin Wang, Bo Wu, Lianwu Chen, Meng Yu, Jianwei Yu, Yong Xu, Shi-Xiong Zhang, Chao Weng, Dan Su, Dong Yu

* Submitted to Interspeech 2021 

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Towards Robust Speaker Verification with Target Speaker Enhancement


Mar 16, 2021
Chunlei Zhang, Meng Yu, Chao Weng, Dong Yu

* Accepted by IEEE ICASSP 2021 

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Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation


Mar 08, 2021
Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu

* Accepted in ICASSP 2021 

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NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation


Mar 05, 2021
Xiaoyang Wang, Chen Li, Jianqiao Zhao, Dong Yu

* Accepted as a main track paper at AAAI 2021 

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Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect


Mar 02, 2021
Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu

* Accepted in AAAI 2021 

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Contrastive Separative Coding for Self-supervised Representation Learning


Mar 01, 2021
Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu

* Accepted in ICASSP 2021 

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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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