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Books and Theses
- 2020
[b1]Chenglin Xu:
Single channel multi-talker speech separation with deep learning. Nanyang Technological University, Singapore, 2020
Journal Articles
- 2025
- [j10]Xiang Hao, Chenglin Xu, Chen Zhang, Lei Xie:
A neural network approach for speech enhancement and noise-robust bandwidth extension. Comput. Speech Lang. 89: 101709 (2025) - 2023
- [j9]Chenglin Xu, Cheng Xu, Bo Li, Siqi Li, Tao Li:
Load-aware dynamic controller placement based on deep reinforcement learning in SDN-enabled mobile cloud-edge computing networks. Comput. Networks 234: 109900 (2023) - [j8]Xiang Hao
, Chenglin Xu, Lei Xie:
Neural speech enhancement with unsupervised pre-training and mixture training. Neural Networks 158: 216-227 (2023) - 2022
- [j7]Chenglin Xu, Cheng Xu, Bo Li, Siqi Li, Tao Li:
Joint Social-Aware and Mobility-Aware Computation Offloading in Heterogeneous Mobile Edge Computing. IEEE Access 10: 28600-28613 (2022) - [j6]Jibin Wu, Chenglin Xu, Xiao Han, Daquan Zhou, Malu Zhang, Haizhou Li, Kay Chen Tan:
Progressive Tandem Learning for Pattern Recognition With Deep Spiking Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7824-7840 (2022) - [j5]Zexu Pan, Ruijie Tao, Chenglin Xu, Haizhou Li:
Selective Listening by Synchronizing Speech With Lips. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1650-1664 (2022) - 2021
- [j4]Chenglin Xu, Wei Rao, Jibin Wu, Haizhou Li:
Target Speaker Verification With Selective Auditory Attention for Single and Multi-Talker Speech. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2696-2709 (2021) - 2020
- [j3]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
SpEx: Multi-Scale Time Domain Speaker Extraction Network. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1370-1384 (2020) - 2018
- [j2]Chenglin Xu, Lei Xie, Xiong Xiao:
A Bidirectional LSTM Approach with Word Embeddings for Sentence Boundary Detection. J. Signal Process. Syst. 90(7): 1063-1075 (2018) - 2016
- [j1]Ting Guo, Haihong Liu, Chenglin Xu, Fang Yan:
Dynamics of a Delayed HIV-1 Infection Model with Saturation Incidence Rate and CTL Immune Response. Int. J. Bifurc. Chaos 26(14): 1650234:1-1650234:26 (2016)
Conference and Workshop Papers
- 2024
- [c30]Guochen Yu, Runqiang Han, Chenglin Xu, Haoran Zhao, Nan Li, Chen Zhang, Xiguang Zheng, Chao Zhou, Qi Huang, Bing Yu:
Ks-Net: Multi-Band Joint Speech Restoration and Enhancement Network for 2024 ICASSP SSI Challenge. ICASSP Workshops 2024: 33-34 - 2023
- [c29]Chenglin Xu, Xiguang Zheng, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu:
KAQ: A Non-Intrusive Stacking Framework for Mean Opinion Score Prediction with Multi-Task Learning. ASRU 2023: 1-8 - 2022
- [c28]Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li:
L-SpEx: Localized Target Speaker Extraction. ICASSP 2022: 7287-7291 - [c27]Lianwu Chen, Chenglin Xu, Xu Zhang, Xinlei Ren, Xiguang Zheng, Chen Zhang, Liang Guo, Bing Yu:
Multi-Stage and Multi-Loss Training for Fullband Non-Personalized and Personalized Speech Enhancement. ICASSP 2022: 9296-9300 - 2021
- [c26]Nana Hou, Chenglin Xu, Eng Siong Chng, Haizhou Li:
Learning Disentangled Feature Representations for Speech Enhancement Via Adversarial Training. ICASSP 2021: 666-670 - [c25]Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li:
Multi-Stage Speaker Extraction with Utterance and Frame-Level Reference Signals. ICASSP 2021: 6109-6113 - [c24]Lili Guo, Longbiao Wang, Chenglin Xu, Jianwu Dang, Eng Siong Chng, Haizhou Li:
Representation Learning with Spectro-Temporal-Channel Attention for Speech Emotion Recognition. ICASSP 2021: 6304-6308 - [c23]Zexu Pan, Ruijie Tao, Chenglin Xu, Haizhou Li:
Muse: Multi-Modal Target Speaker Extraction with Visual Cues. ICASSP 2021: 6678-6682 - [c22]Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz:
Universal Speaker Extraction in the Presence and Absence of Target Speakers for Speech of One and Two Talkers. Interspeech 2021: 1469-1473 - [c21]Wupeng Wang, Chenglin Xu, Meng Ge, Haizhou Li:
Neural Speaker Extraction with Speaker-Speech Cross-Attention Network. Interspeech 2021: 3535-3539 - [c20]Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz:
GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation. Interspeech 2021: 3905-3909 - [c19]Xinlei Ren, Lianwu Chen, Xiguang Zheng, Chenglin Xu, Xu Zhang, Chen Zhang, Liang Guo, Bing Yu:
A Neural Beamforming Network for B-Format 3D Speech Enhancement and Recognition. MLSP 2021: 1-6 - 2020
- [c18]Xiang Hao, Chenglin Xu, Nana Hou, Lei Xie, Eng Siong Chng, Haizhou Li:
Time-Domain Neural Network Approach for Speech Bandwidth Extension. ICASSP 2020: 866-870 - [c17]Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li:
SpEx+: A Complete Time Domain Speaker Extraction Network. INTERSPEECH 2020: 1406-1410 - [c16]Nana Hou, Chenglin Xu, Van Tung Pham, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li:
Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. INTERSPEECH 2020: 4064-4068 - [c15]Nana Hou, Chenglin Xu, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li:
Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. INTERSPEECH 2020: 4069-4073 - 2019
- [c14]Nana Hou, Chenglin Xu, Eng Siong Chng, Haizhou Li:
Domain Adversarial Training for Speech Enhancement. APSIPA 2019: 667-672 - [c13]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
Time-Domain Speaker Extraction Network. ASRU 2019: 327-334 - [c12]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss. ICASSP 2019: 6990-6994 - [c11]Wei Rao, Chenglin Xu, Eng Siong Chng, Haizhou Li:
Target Speaker Extraction for Multi-Talker Speaker Verification. INTERSPEECH 2019: 1273-1277 - 2018
- [c10]Chenglin Xu, Wei Rao, Xiong Xiao, Eng Siong Chng, Haizhou Li:
Single Channel Speech Separation with Constrained Utterance Level Permutation Invariant Training Using Grid LSTM. ICASSP 2018: 6-10 - [c9]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning. INTERSPEECH 2018: 3479-3483 - 2017
- [c8]Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickaël Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Héctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gaël Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Eliathamby Ambikairajah:
The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. INTERSPEECH 2017: 1328-1332 - [c7]Chenglin Xu, Xiong Xiao, Sining Sun, Wei Rao, Eng Siong Chng, Haizhou Li:
Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source. INTERSPEECH 2017: 1894-1898 - 2016
- [c6]Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamäki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier:
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH 2016: 3211-3215 - [c5]Wei Rao, Xiong Xiao, Chenglin Xu, Haihua Xu, Kong-Aik Lee, Eng Siong Chng, Haizhou Li:
Neural networks based channel compensation for i-vector speaker verification. ISCSLP 2016: 1-5 - 2014
- [c4]Guangpu Huang, Chenglin Xu, Xiong Xiao, Lei Xie, Chng Eng Siong, Haizhou Li:
Multi-view features in a DNN-CRF model for improved sentence unit detection on English broadcast news. APSIPA 2014: 1-9 - [c3]Chenglin Xu, Lei Xie, Zhonghua Fu:
Sentence boundary detection in chinese broadcast news using conditional random fields and prosodic features. ChinaSIP 2014: 37-41 - [c2]Chenglin Xu, Lei Xie, Guangpu Huang, Xiong Xiao, Engsiong Chng, Haizhou Li:
A deep neural network approach for sentence boundary detection in broadcast news. INTERSPEECH 2014: 2887-2891 - 2012
- [c1]Lei Xie, Chenglin Xu, Xiaoxuan Wang:
Prosody-based sentence boundary detection in Chinese broadcast news. ISCSLP 2012: 261-265
Informal and Other Publications
- 2024
- [i14]Guochen Yu, Runqiang Han, Chenglin Xu, Haoran Zhao, Nan Li, Chen Zhang, Xiguang Zheng, Chao Zhou, Qi Huang, Bing Yu:
KS-Net: Multi-band joint speech restoration and enhancement network for 2024 ICASSP SSI Challenge. CoRR abs/2402.01808 (2024) - 2023
- [i13]Xiang Hao, Jibin Wu, Jianwei Yu, Chenglin Xu, Kay Chen Tan:
Typing to Listen at the Cocktail Party: Text-Guided Target Speaker Extraction. CoRR abs/2310.07284 (2023) - 2022
- [i12]Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li:
L-SpEx: Localized Target Speaker Extraction. CoRR abs/2202.09995 (2022) - 2021
- [i11]Chenglin Xu, Wei Rao, Jibin Wu, Haizhou Li:
Target Speaker Verification with Selective Auditory Attention for Single and Multi-talker Speech. CoRR abs/2103.16269 (2021) - 2020
- [i10]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
SpEx: Multi-Scale Time Domain Speaker Extraction Network. CoRR abs/2004.08326 (2020) - [i9]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
Time-domain speaker extraction network. CoRR abs/2004.14762 (2020) - [i8]Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li:
SpEx+: A Complete Time Domain Speaker Extraction Network. CoRR abs/2005.04686 (2020) - [i7]Jibin Wu, Chenglin Xu, Daquan Zhou, Haizhou Li, Kay Chen Tan:
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks. CoRR abs/2007.01204 (2020) - [i6]Zexu Pan, Ruijie Tao, Chenglin Xu, Haizhou Li:
Muse: Multi-modal target speaker extraction with visual cues. CoRR abs/2010.07775 (2020) - [i5]Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li:
Multi-stage Speaker Extraction with Utterance and Frame-Level Reference Signals. CoRR abs/2011.09624 (2020) - 2019
- [i4]Wei Rao, Chenglin Xu, Eng Siong Chng, Haizhou Li:
Target Speaker Extraction for Overlapped Multi-Talker Speaker Verification. CoRR abs/1902.02546 (2019) - [i3]Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li:
Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss. CoRR abs/1903.09952 (2019) - [i2]Kong Aik Lee, Ville Hautamäki, 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, Héctor 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, Tran Huy Dat, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-François Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas W. D. Evans:
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. CoRR abs/1904.07386 (2019) - 2016
- [i1]Kong-Aik Lee, Ville Hautamäki, Anthony Larcher, Wei Rao, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Xiong Xiao, Chenglin Xu, Haihua Xu, Bin Ma, Haizhou Li, Sylvain Meignier:
Fantastic 4 system for NIST 2015 Language Recognition Evaluation. CoRR abs/1602.01929 (2016)
Coauthor Index
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