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Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech


Jul 22, 2021
Duo Ma, Nana Hou, Van Tung Pham, Haihua Xu, Eng Siong Chng

* 7pages,3figures,Submitted to APSIPA2021 

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E2E-based Multi-task Learning Approach to Joint Speech and Accent Recognition


Jun 15, 2021
Jicheng Zhang, Yizhou Peng, Pham Van Tung, Haihua Xu, Hao Huang, Eng Siong Chng


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End-to-End Speaker Height and age estimation using Attention Mechanism with LSTM-RNN


Jan 13, 2021
Manav Kaushik, Van Tung Pham, Eng Siong Chng

* 5 Pages 

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An Embarrassingly Simple Model for Dialogue Relation Extraction


Dec 27, 2020
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng


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GDPNet: Refining Latent Multi-View Graph for Relation Extraction


Dec 12, 2020
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng

* To appear at AAAI 2021 

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Multi-stage Speaker Extraction with Utterance and Frame-Level Reference Signals


Nov 19, 2020
Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li

* submit to ICASSP 2021 

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Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences


Oct 01, 2020
Boon Peng Yap, Andrew Koh, Eng Siong Chng

* Accepted to appear in Findings of EMNLP 2020 

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Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning


May 28, 2020
Zhiping Zeng, Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma


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Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems


May 18, 2020
Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng


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SpEx: Multi-Scale Time Domain Speaker Extraction Network


Apr 17, 2020
Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020 
* ACCEPTED in IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 

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Independent language modeling architecture for end-to-end ASR


Nov 25, 2019
Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li


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I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences


Apr 16, 2019
Kong Aik Lee, Ville Hautamaki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Hector Delgado, Jose Patino, Qiongqiong Wang, Ling Guo, Takafumi Koshinaka, Jiacen Zhang, Koichi Shinoda, Trung Ngo Trong, Md Sahidullah, Fan Lu, Yun Tang, Ming Tu, Kah Kuan Teh, Huy Dat Tran, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-Francois Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas Evans

* 5 pages 

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Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data


Apr 08, 2019
Yerbolat Khassanov, Haihua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma

* 5 pages, 3 figures, submitted to INTERSPEECH 2019 

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Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation


Apr 08, 2019
Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Haihua Xu, Eng Siong Chng

* 5 pages, 2 figures, submitted to INTERSPEECH 2019 

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Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss


Mar 24, 2019
Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li

* Accepted in ICASSP 2019 

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On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition


Nov 01, 2018
Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng, Haizhou Li

* Submitted to ICASSP 2019 

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Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR


Jun 27, 2018
Yerbolat Khassanov, Eng Siong Chng

* 5 pages, 1 figure, accepted at INTERSPEECH 2018 

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Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition


Jun 16, 2018
Pengcheng Guo, Haihua Xu, Lei Xie, Eng Siong Chng

* 5pages, 3 figures, INTERSPEECH 2018 

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Spoofing detection under noisy conditions: a preliminary investigation and an initial database


Feb 09, 2016
Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li

* Submitted to Odyssey: The Speaker and Language Recognition Workshop 2016 

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