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2024

SECap: Speech Emotion Captioning with Large Language ModelYaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu 0001, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu. AAAI 2024: 19323-19331 [doi]

2023

Music Source Separation With Band-Split RNNYi Luo 0004, Jianwei Yu. taslp, 31:1893-1901, 2023. [doi]

The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation TasksYichao Du, Zhengsheng Guo, Jinchuan Tian, Zhirui Zhang, Xing Wang, Jianwei Yu, Zhaopeng Tu, Tong Xu 0001, Enhong Chen. iwslt 2023: 79-88 [doi]

Vision for the 12 LABOURS Digital Twin PlatformThiranja P. Babarenda Gamage, Ayah Elsayed, Chinchien Lin, Alan Wu, Yuan Feng, Jianwei Yu, Linkun Gao, Savindi Wijenayaka, Martyn P. Nash, Anthony J. Doyle, David P. Nickerson. embc 2023: 1-4 [doi]

Bayes Risk CTC: Controllable CTC Alignment in Sequence-to-Sequence TasksJinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu 0001, Shinji Watanabe 0001. iclr 2023: [doi]

Integrating Lattice-Free MMI Into End-to-End Speech RecognitionJinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu 0001. taslp, 31:25-38, 2023. [doi]

Diffsound: Discrete Diffusion Model for Text-to-Sound GenerationDongchao Yang, Jianwei Yu, Helin Wang, Wen Wang, Chao Weng, Yuexian Zou, Dong Yu 0001. taslp, 31:1720-1733, 2023. [doi]

Efficient Monaural Speech Enhancement with Universal Sample Rate Band-Split RNNJianwei Yu, Yi Luo. icassp 2023: 1-5 [doi]

TSpeech-AI System Description to the 5th Deep Noise Suppression (DNS) ChallengeJianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Weihua Li, Chao Weng. icassp 2023: 1-2 [doi]

2022

IMU-Aided Registration of MLS Point Clouds Using Inertial Trajectory Error Model and Least Squares OptimizationZhipeng Chen, Qingquan Li, Jiayuan Li, Dejin Zhang, Jianwei Yu, Yu Yin, Shiwang Lv, Anbang Liang. remotesensing, 14(6):1365, 2022. [doi]

Automatic Prosody Annotation with Pre-Trained Text-Speech ModelZiqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai 0002, Dong Yu 0001. interspeech 2022: 5513-5517 [doi]

ASR-Robust Natural Language Understanding on ASR-GLUE datasetLingyun Feng, Jianwei Yu, Yan Wang, Songxiang Liu, Deng Cai 0002, Haitao Zheng. interspeech 2022: 1101-1105 [doi]

Neural Architecture Search for LF-MMI Trained Time Delay Neural NetworksShoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng. taslp, 30:1093-1107, 2022. [doi]

Audio-Visual Multi-Channel Speech Separation, Dereverberation and RecognitionGuinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng. icassp 2022: 6042-6046 [doi]

Ability boosted knowledge tracingSannyuya Liu, Jianwei Yu, Qing Li, Ruxia Liang, Yunhan Zhang, Xiaoxuan Shen, Jianwen Sun. isci, 596:567-587, 2022. [doi]

Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMIJinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su 0002, Dong Yu 0001, Yuexian Zou. icassp 2022: 7782-7786 [doi]

LAE: Language-Aware Encoder for Monolingual and Multilingual ASRJinchuan Tian, Jianwei Yu, Chunlei Zhang, Yuexian Zou, Dong Yu 0001. interspeech 2022: 3178-3182 [doi]

Improving Mandarin End-to-End Speech Recognition With Word N-Gram Language ModelJinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu 0001. spl, 29:812-816, 2022. [doi]

Improving Target Sound Extraction with Timestamp InformationHelin Wang, Dongchao Yang, Chao Weng, Jianwei Yu, Yuexian Zou. interspeech 2022: 1526-1530 [doi]

Mixed Precision DNN Quantization for Overlapped Speech Separation and RecognitionJunhao Xu, Jianwei Yu, Xunying Liu, Helen Meng. icassp 2022: 7297-7301 [doi]

Multi-Channel Speaker Diarization Using Spatial Features for MeetingsNaijun Zheng, Na Li, Jianwei Yu, Chao Weng, Dan Su 0002, Xunying Liu, Helen Meng. icassp 2022: 7337-7341 [doi]

2021

Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech RecognitionJiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie, Zi Ye, Shansong Liu, Jianwei Yu, Xunying Liu, Helen Meng. interspeech 2021: 4818-4822 [doi]

Spectro-Temporal Deep Features for Disordered Speech Assessment and RecognitionMengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng. interspeech 2021: 4793-4797 [doi]

Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech RecognitionShoukang Hu, Xurong Xie, Shansong Liu, Jianwei Yu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng. taslp, 29:1514-1529, 2021. [doi]

Adversarial Data Augmentation for Disordered Speech RecognitionZengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng. interspeech 2021: 4803-4807 [doi]

A Comparative Study of Acoustic and Linguistic Features Classification for Alzheimer's Disease DetectionJinchao Li, Jianwei Yu, Zi Ye, Simon Wong, Man-Wai Mak, Brian Mak, Xunying Liu, Helen Meng. icassp 2021: 6423-6427 [doi]

Deconvolutional Networks on Graph DataJia Li, Jiajin Li, Yang Liu, Jianwei Yu, Yueting Li, Hong Cheng 0001. nips 2021: 21019-21030 [doi]

Spherically Optimized RANSAC Aided by an IMU for Fisheye Image MatchingAnbang Liang, Qingquan Li, Zhipeng Chen, Dejin Zhang, Jiasong Zhu, Jianwei Yu, Xu Fang. remotesensing, 13(10):2017, 2021. [doi]

Recent Progress in the CUHK Dysarthric Speech Recognition SystemShansong Liu, Mengzhe Geng, Shoukang Hu, Xurong Xie, Mingyu Cui, Jianwei Yu, Xunying Liu, Helen Meng. taslp, 29:2267-2281, 2021. [doi]

Improved End-to-End Dysarthric Speech Recognition via Meta-learning Based Model Re-initializationDisong Wang, Jianwei Yu, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng. iscslp 2021: 1-5 [doi]

TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech DereverberationHelin Wang, Bo Wu, LianWu Chen, Meng Yu 0003, Jianwei Yu, Yong Xu, Shi-Xiong Zhang, Chao Weng, Dan Su, Dong Yu. interspeech 2021: 1109-1113 [doi]

Mixed Precision Quantization of Transformer Language Models for Speech RecognitionJunhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng. icassp 2021: 7383-7387 [doi]

Mixed Precision Low-Bit Quantization of Neural Network Language Models for Speech RecognitionJunhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng. taslp, 29:3679-3693, 2021. [doi]

Bayesian Transformer Language Models for Speech RecognitionBoyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng. icassp 2021: 7378-7382 [doi]

Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank CorpusZi Ye, Shoukang Hu, Jinchao Li, Xurong Xie, Mengzhe Geng, Jianwei Yu, Junhao Xu, Boyang Xue, Shansong Liu, Xunying Liu, Helen Meng. icassp 2021: 6433-6437 [doi]

Audio-Visual Multi-Channel Integration and Recognition of Overlapped SpeechJianwei Yu, Shi-Xiong Zhang, Bo Wu, Shansong Liu, Shoukang Hu, Mengzhe Geng, Xunying Liu, Helen Meng, Dong Yu 0001. taslp, 29:2067-2082, 2021. [doi]

A Joint Training Framework of Multi-Look Separator and Speaker Embedding Extractor for Overlapped SpeechNaijun Zheng, Na Li, Bo Wu, Meng Yu 0003, Jianwei Yu, Chao Weng, Dan Su, Xunying Liu, Helen Meng. icassp 2021: 6698-6702 [doi]

2020

Sewer Pipeline Fault Identification Using Anomaly Detection Algorithms on Video SequencesXu Fang, Wenhao Guo, Qingquan Li, Jiasong Zhu, Zhipeng Chen, Jianwei Yu, Baoding Zhou, Haokun Yang. access, 8:39574-39586, 2020. [doi]

Investigation of Data Augmentation Techniques for Disordered Speech RecognitionMengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng. interspeech 2020: 696-700 [doi]

Adversarial Attacks on GMM I-Vector Based Speaker Verification SystemsXu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng. icassp 2020: 6579-6583 [doi]

Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker VerificationXu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng. odyssey 2020: 365-371 [doi]

Dirichlet Graph Variational AutoencoderJia Li, Jianwei Yu, Jiajin Li, Honglei Zhang, Kangfei Zhao, Yu Rong, Hong Cheng 0001, JunZhou Huang. nips 2020: [doi]

Exploiting Cross-Domain Visual Feature Generation for Disordered Speech RecognitionShansong Liu, Xurong Xie, Jianwei Yu, Shoukang Hu, Mengzhe Geng, Rongfeng Su, Shi-Xiong Zhang, Xunying Liu, Helen Meng. interspeech 2020: 711-715 [doi]

End-To-End Voice Conversion Via Cross-Modal Knowledge Distillation for Dysarthric Speech ReconstructionDisong Wang, Jianwei Yu, Xixin Wu, Songxiang Liu, Lifa Sun, Xunying Liu, Helen Meng. icassp 2020: 7744-7748 [doi]

Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of MultipliersJunhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng. icassp 2020: 7939-7943 [doi]

Audio-Visual Multi-Channel Recognition of Overlapped SpeechJianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, LianWu Chen, Yong Xu, Meng Yu 0003, Dan Su 0002, Dong Yu, Xunying Liu, Helen Meng. interspeech 2020: 3496-3500 [doi]

Audio-Visual Recognition of Overlapped Speech for the LRS2 DatasetJianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu. icassp 2020: 6984-6988 [doi]

2019

End-to-end Code-switched TTS with Mix of Monolingual RecordingsYuewen Cao, Xixin Wu, Songxiang Liu, Jianwei Yu, Xu Li, Zhiyong Wu, Xunying Liu, Helen Meng. icassp 2019: 6935-6939 [doi]

An Effective Method for Submarine Buried Pipeline Detection via Multi-Sensor Data FusionMinglei Guan, Yaxin Cheng, Qingquan Li, Chisheng Wang, Xu Fang, Jianwei Yu. access, 7:125300-125309, 2019. [doi]

Bayesian and Gaussian Process Neural Networks for Large Vocabulary Continuous Speech RecognitionShoukang Hu, Max W. Y. Lam, Xurong Xie, Shansong Liu, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng. icassp 2019: 6555-6559 [doi]

LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech RecognitionShoukang Hu, Xurong Xie, Shansong Liu, Max W. Y. Lam, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng. interspeech 2019: 2793-2797 [doi]

The CUHK Dysarthric Speech Recognition Systems for English and CantoneseShoukang Hu, Shansong Liu, Heng Fai Chang, Mengzhe Geng, Jiani Chen, Lau Wing Chung, To Ka Hei, Jianwei Yu, Ka-Ho Wong, Xunying Liu, Helen Meng. interspeech 2019: 3669-3670 [doi]

Gaussian Process Lstm Recurrent Neural Network Language Models for Speech RecognitionMax W. Y. Lam, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng. icassp 2019: 7235-7239 [doi]

Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech RecognitionShansong Liu, Shoukang Hu, Yi Wang, Jianwei Yu, Rongfeng Su, Xunying Liu, Helen Meng. interspeech 2019: 4120-4124 [doi]

Speech Emotion Recognition Using Capsule NetworksXixin Wu, Songxiang Liu, Yuewen Cao, Xu Li, Jianwei Yu, Dongyang Dai, Xi Ma, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng. icassp 2019: 6695-6699 [doi]

Recurrent Neural Network Language Model Training Using Natural GradientJianwei Yu, Max W. Y. Lam, Xie Chen, Shoukang Hu, Songxiang Liu, Xixin Wu, Xunying Liu, Helen Meng. icassp 2019: 7260-7264 [doi]

Comparative Study of Parametric and Representation Uncertainty Modeling for Recurrent Neural Network Language ModelsJianwei Yu, Max W. Y. Lam, Shoukang Hu, Xixin Wu, Xu Li, Yuewen Cao, Xunying Liu, Helen Meng. interspeech 2019: 3510-3514 [doi]

2018

2015

A Least Squares Collocation Method for Accuracy Improvement of Mobile LiDAR SystemsQingzhou Mao, Liang Zhang, Qingquan Li, Qingwu Hu, Jianwei Yu, Shaojun Feng, Washington Yotto Ochieng, Hanlu Gong. remotesensing, 7(6):7402-7424, 2015. [doi]

2009

A Case Study on Government Procurement Processes IdentifyingRanzhe Jing, Jianwei Yu. wkdd 2009: 610-613 [doi]

2008

Exploring Influencing Factors in E-Commerce Transaction BehaviorsRanzhe Jing, Jianwei Yu, Zuo Jiang. isecs 2008: 603-607 [doi]

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