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Semantic Data Augmentation for End-to-End Mandarin Speech Recognition


Apr 26, 2021
Jianwei Sun, Zhiyuan Tang, Hengxin Yin, Wei Wang, Xi Zhao, Shuaijiang Zhao, Xiaoning Lei, Wei Zou, Xiangang Li


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Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning


Oct 27, 2020
Dongwei Jiang, Wubo Li, Miao Cao, Ruixiong Zhang, Wei Zou, Kun Han, Xiangang Li


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TMT: A Transformer-based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-aware Dialog


Oct 21, 2020
Wubo Li, Dongwei Jiang, Wei Zou, Xiangang Li


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DiDi's Machine Translation System for WMT2020


Oct 16, 2020
Tanfang Chen, Weiwei Wang, Wenyang Wei, Xing Shi, Xiangang Li, Jieping Ye, Kevin Knight

* Accepted at WMT 2020 

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A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition


Jun 23, 2020
Dongwei Jiang, Wubo Li, Ruixiong Zhang, Miao Cao, Ne Luo, Yang Han, Wei Zou, Xiangang Li


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Adversarial Multi-Binary Neural Network for Multi-class Classification


Mar 25, 2020
Haiyang Xu, Junwen Chen, Kun Han, Xiangang Li


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Learning Syntactic and Dynamic Selective Encoding for Document Summarization


Mar 25, 2020
Haiyang Xu, Yahao He, Kun Han, Junwen Chen, Xiangang Li

* IJCNN 2019 

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Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization


Mar 18, 2020
Haiyang Xu, Yun Wang, Kun Han, Baochang Ma, Junwen Chen, Xiangang Li

* ICASSP 2020 

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Improving Transformer-based Speech Recognition Using Unsupervised Pre-training


Oct 31, 2019
Dongwei Jiang, Xiaoning Lei, Wubo Li, Ne Luo, Yuxuan Hu, Wei Zou, Xiangang Li

* Submitted to ICASSP 2020 

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TCT: A Cross-supervised Learning Method for Multimodal Sequence Representation


Oct 23, 2019
Wubo Li, Wei Zou, Xiangang Li

* submitted to ICASSP 2020 

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Cross-task pre-training for acoustic scene classification


Oct 22, 2019
Ruixiong Zhang, Wei Zou, Xiangang Li

* submitted to ICASSP2020 

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Learning Alignment for Multimodal Emotion Recognition from Speech


Sep 06, 2019
Haiyang Xu, Hui Zhang, Kun Han, Yun Wang, Yiping Peng, Xiangang Li

* InterSpeech 2019 

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DELTA: A DEep learning based Language Technology plAtform


Aug 02, 2019
Kun Han, Junwen Chen, Hui Zhang, Haiyang Xu, Yiping Peng, Yun Wang, Ning Ding, Hui Deng, Yonghu Gao, Tingwei Guo, Yi Zhang, Yahao He, Baochang Ma, Yulong Zhou, Kangli Zhang, Chao Liu, Ying Lyu, Chenxi Wang, Cheng Gong, Yunbo Wang, Wei Zou, Hui Song, Xiangang Li

* White paper for an open source library: https://github.com/didi/delta. 13 pages, 3 figures 

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Towards End-to-End Code-Switching Speech Recognition


Nov 01, 2018
Ne Luo, Dongwei Jiang, Shuaijiang Zhao, Caixia Gong, Wei Zou, Xiangang Li

* 5 pages, submitted to ICASSP 2019 

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A comparable study of modeling units for end-to-end Mandarin speech recognition


May 14, 2018
Wei Zou, Dongwei Jiang, Shuaijiang Zhao, Xiangang Li

* 5 pages 

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Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling


Aug 12, 2017
Hairong Liu, Zhenyao Zhu, Xiangang Li, Sanjeev Satheesh

* Published at ICML 2017 

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Deep Speaker: an End-to-End Neural Speaker Embedding System


May 05, 2017
Chao Li, Xiaokong Ma, Bing Jiang, Xiangang Li, Xuewei Zhang, Xiao Liu, Ying Cao, Ajay Kannan, Zhenyao Zhu


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Long Short-Term Memory based Convolutional Recurrent Neural Networks for Large Vocabulary Speech Recognition


Oct 11, 2016
Xiangang Li, Xihong Wu

* Published in INTERSPEECH 2015, September 6-10, 2015, Dresden, Germany 

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Constructing Long Short-Term Memory based Deep Recurrent Neural Networks for Large Vocabulary Speech Recognition


May 11, 2015
Xiangang Li, Xihong Wu

* submitted to ICASSP 2015 which does not perform blind reviews 

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