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Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset


Mar 31, 2022
Zehui Yang, Yifan Chen, Lei Luo, Runyan Yang, Lingxuan Ye, Gaofeng Cheng, Ji Xu, Yaohui Jin, Qingqing Zhang, Pengyuan Zhang, Lei Xie, Yonghong Yan

* Paper on submission to Interspeech2022 

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Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable


Oct 26, 2021
Ruiliu Fu, Han Wang, Xuejun Zhang, Jun Zhou, Yonghong Yan

* Accepted to EMNLP2021 Findings Long Paper 

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Reminding the Incremental Language Model via Data-Free Self-Distillation


Oct 17, 2021
Han Wang, Ruiliu Fu, Chengzhang Li, Xuejun Zhang, Jun Zhou, Yonghong Yan

* 8 pages, 5 figures 

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Wav2vec-S: Semi-Supervised Pre-Training for Speech Recognition


Oct 09, 2021
Han Zhu, Li Wang, Ying Hou, Jindong Wang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan


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The HCCL Speaker Verification System for Far-Field Speaker Verification Challenge


Jul 03, 2021
Zhuo Li, Ce Fang, Runqiu Xiao, Zhigao Chen, Wenchao Wang, Yonghong Yan


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Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search


Apr 13, 2021
Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan

* submitted to INTERSPEECH 2021 

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Multi-Accent Adaptation based on Gate Mechanism


Nov 05, 2020
Han Zhu, Li Wang, Pengyuan Zhang, Yonghong Yan

* Accepted in INTERSPEECH 2019 

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A Model Compression Method with Matrix Product Operators for Speech Enhancement


Oct 10, 2020
Xingwei Sun, Ze-Feng Gao, Zhong-Yi Lu, Junfeng Li, Yonghong Yan

* IEEE Transactions on Audio, Speech and Language Processing.2020.3030495(2020) 
* 11 pages, 6 figures, 7 tables 

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Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture


Feb 11, 2020
Haoran Miao, Gaofeng Cheng, Changfeng Gao, Pengyuan Zhang, Yonghong Yan

* Accepted by ICASSP 2020 

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Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling


Jul 15, 2019
Hangting Chen, Zuozhen Liu, Zongming Liu, Pengyuan Zhang, Yonghong Yan


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Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments


Nov 15, 2017
Ziteng Wang, Emmanuel Vincent, Romain Serizel, Yonghong Yan

* for Computer Speech and Language 

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Optimizing human-interpretable dialog management policy using Genetic Algorithm


May 13, 2016
Hang Ren, Weiqun Xu, Yonghong Yan

* This technical report is an updated version of the conference paper: "H. Ren, W. Xu, and Y. Yan, Optimizing human-interpretable dialog management policy using genetic algorithm, in 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), 2015, 791-797". Experiments on policy training via user simulator have been enriched and the reward function is updated 

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Noise Robust IOA/CAS Speech Separation and Recognition System For The Third 'CHIME' Challenge


Sep 21, 2015
Xiaofei Wang, Chao Wu, Pengyuan Zhang, Ziteng Wang, Yong Liu, Xu Li, Qiang Fu, Yonghong Yan

* 5 pages, 1 figure 

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