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Recent Progress in the CUHK Dysarthric Speech Recognition System


Jan 15, 2022
Shansong Liu, Mengzhe Geng, Shoukang Hu, Xurong Xie, Mingyu Cui, Jianwei Yu, Xunying Liu, Helen Meng


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Investigation of Data Augmentation Techniques for Disordered Speech Recognition


Jan 14, 2022
Mengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng

* Proceedings of INTERSPEECH 2020 

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Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition


Jan 14, 2022
Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng

* Proceedings of INTERSPEECH 2021 

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Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks


Jan 12, 2022
Shoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng

* Submitted to TASLP. arXiv admin note: text overlap with arXiv:2007.08818 

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Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model


Jan 06, 2022
Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu

* 5pages, 1 figure 

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Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI


Dec 30, 2021
Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou


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Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition


Nov 29, 2021
Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng


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Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition


Nov 29, 2021
Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng


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Mixed Precision of Quantization of Transformer Language Models for Speech Recognition


Nov 29, 2021
Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng

* arXiv admin note: substantial text overlap with arXiv:2112.11438, arXiv:2111.14479 

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Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers


Nov 29, 2021
Junhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng


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Deconvolutional Networks on Graph Data


Oct 29, 2021
Jia Li, Jiajin Li, Yang Liu, Jianwei Yu, Yueting Li, Hong Cheng

* arXiv admin note: text overlap with arXiv:2012.11898 

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ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding


Aug 30, 2021
Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang


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Adversarial Data Augmentation for Disordered Speech Recognition


Aug 02, 2021
Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng

* 5 pages, 3 figures, 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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Bayesian Transformer Language Models for Speech Recognition


Feb 09, 2021
Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng


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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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Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification


Apr 08, 2020
Xu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng

* Accepted by Speaker Odyssey 2020 

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Adversarial Attacks on GMM i-vector based Speaker Verification Systems


Nov 08, 2019
Xu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng

* Submitted to ICASSP 2020 

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