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ORCIDLiang He 0003
Person information
- affiliation: Xinjiang University, School of Computer Science and Technology, Urumqi, China
- affiliation: Tsinghua University, Department of Electronic Engineering, TNLIST, Beijing, China
Other persons with the same name
- Liang He — disambiguation page
- Liang He 0001
![[0000-0002-4723-5486]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-4723-5486")
— East China Normal University, Department of Computer Science and Technology, Shanghai Key Laboratory of Multidimensional Information Processing, China - Liang He 0002 — University of Nebraska Lincoln, School of Computing, Lincoln, NE, USA (and 5 more)
- Liang He 0004 — Fudan University, School of Economics, Shanghai, China
- Liang He 0005 — Purdue University,Polytechnic Institute, Department of Computer Graphics Technology, West Lafayette, IN, USA (and 1 more)
- Liang He 0006 — Xi'an Jiaotong University, School of Computer Science and Technology, China
- Liang He 0007 — University of Oxford, Department of Engineering Science, United Kingdom
- Liang He 0008 — University of North Carolina at Chapel Hill, Department of Computer Science, Chapel Hill, NC, USA
- Liang He 0009 — Nanjing University, State Key Laboratory for Novel Software Technology, Nanjing, China
- Liang He 0010 — Microsoft Research Asia, Beijing, China (and 1 more)
- Liang He 0011 — Chinese Academy of Sciences, Institute of Software, Trusted Computing and Information Assurance Laboratory, Beijing, China (and 1 more)
- Liang He 0012 — Shanghai Institute of Spaceflight Control Technology, Shanghai Key Laboratory of Aerospace Intelligence Control Technology, Shanghai, China (and 2 more)
- Liang He 0013 — Sichuan University, School of Mechanical Engineering, Chengdu, China (and 2 more)
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Journal Articles
- 2024
[j22]Mengzhen Ma, Ying Hu, Liang He, Hao Huang:
GLFER-Net: a polyphonic sound source localization and detection network based on global-local feature extraction and recalibration. EURASIP J. Audio Speech Music. Process. 2024(1): 34 (2024)- [j21]Peiru Yang, Hongjun Wang, Yingzhuo Huang, Shuai Yang, Ya Zhang, Liang Huang, Yuesong Zhang, Guoxin Wang, Shizhong Yang, Liang He, Yongfeng Huang:
LMKG: A large-scale and multi-source medical knowledge graph for intelligent medicine applications. Knowl. Based Syst. 284: 111323 (2024) - [j20]Jiaren Peng, Wenzhong Yang, Fuyuan Wei, Liang He:
Prompt for extraction: Multiple templates choice model for event extraction. Knowl. Based Syst. 289: 111544 (2024) - [j19]Wenbing Wei, Ying Hu, Hao Huang, Liang He:
IIFC-Net: A Monaural Speech Enhancement Network With High-Order Information Interaction and Feature Calibration. IEEE Signal Process. Lett. 31: 196-200 (2024) - [j18]Zhihua Fang, Liang He, Lin Li, Ying Hu:
Improving Speaker Verification With Noise-Aware Label Ensembling and Sample Selection: Learning and Correcting Noisy Speaker Labels. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2988-3001 (2024) - 2023
- [j17]Hao Huang, Lin Wang, Jichen Yang, Ying Hu, Liang He:
W2VC: WavLM representation based one-shot voice conversion with gradient reversal distillation and CTC supervision. EURASIP J. Audio Speech Music. Process. 2023(1): 45 (2023) - [j16]Xuebin Jing, Liang He, Zhida Song, Shaolei Wang:
Audio-Visual Fusion Based on Interactive Attention for Person Verification. Sensors 23(24): 9845 (2023) - 2022
- [j15]Yadong Chen, Ying Hu, Liang He, Hao Huang:
Multi-stage music separation network with dual-branch attention and hybrid convolution. J. Intell. Inf. Syst. 59(3): 635-656 (2022) - [j14]Yuwu Tang, Ying Hu, Liang He, Hao Huang:
A bimodal network based on Audio-Text-Interactional-Attention with ArcFace loss for speech emotion recognition. Speech Commun. 143: 21-32 (2022) - [j13]Ying Hu, Yadong Chen, Wenzhong Yang, Liang He, Hao Huang:
Hierarchic Temporal Convolutional Network With Cross-Domain Encoder for Music Source Separation. IEEE Signal Process. Lett. 29: 1517-1521 (2022) - 2020
- [j12]Keming Zhang, Yuanwen Cai, Yuan Ren, Ruida Ye, Liang He:
MTF-CRNN: Multiscale Time-Frequency Convolutional Recurrent Neural Network for Sound Event Detection. IEEE Access 8: 147337-147348 (2020) - [j11]Wenhao Ding, Liang He:
Adaptive Multi-Scale Detection of Acoustic Events. IEEE ACM Trans. Audio Speech Lang. Process. 28: 294-306 (2020) - 2019
- [j10]Liang He, Xianhong Chen, Can Xu, Yi Liu, Jia Liu, Michael T. Johnson:
Latent class model with application to speaker diarization. EURASIP J. Audio Speech Music. Process. 2019: 12 (2019) - [j9]Xianhong Chen, Liang He, Can Xu, Jia Liu:
Distance-Dependent Metric Learning. IEEE Signal Process. Lett. 26(2): 357-361 (2019) - 2018
- [j8]Linna Hu, Liang He, Hua Chen, Xiaofei Jia, Ying Hu, Hongmei Ma, Dandan Guo, Yu Qin:
Defect characterization of amorphous silicon thin film solar cell based on low frequency noise. Sci. China Inf. Sci. 61(6): 069403:1-069403:3 (2018) - [j7]Xu-Kui Yang, Liang He, Dan Qu, Wei-Qiang Zhang:
Semi-supervised minimum redundancy maximum relevance feature selection for audio classification. Multim. Tools Appl. 77(1): 713-739 (2018) - [j6]Liang He, Xianhong Chen, Can Xu, Jia Liu, Michael T. Johnson:
Local Pairwise Linear Discriminant Analysis for Speaker Verification. IEEE Signal Process. Lett. 25(10): 1575-1579 (2018) - 2017
- [j5]Junbiao Liu, Xinyu Jin, Fang Dong, Liang He, Hong Liu:
Fading channel modelling using single-hidden layer feedforward neural networks. Multidimens. Syst. Signal Process. 28(3): 885-903 (2017) - 2016
- [j4]Xu-Kui Yang, Liang He, Dan Qu, Wei-Qiang Zhang, Michael T. Johnson:
Semi-supervised feature selection for audio classification based on constraint compensated Laplacian score. EURASIP J. Audio Speech Music. Process. 2016: 9 (2016) - [j3]Xu-Kui Yang, Liang He, Dan Qu, Wei-Qiang Zhang:
Voice activity detection algorithm based on long-term pitch information. EURASIP J. Audio Speech Music. Process. 2016: 14 (2016) - 2011
- [j2]Weiqiang Zhang, Liang He, Yan Deng, Jia Liu, Michael T. Johnson:
Time-Frequency Cepstral Features and Heteroscedastic Linear Discriminant Analysis for Language Recognition. IEEE Trans. Speech Audio Process. 19(2): 266-276 (2011) - 2009
- [j1]Shan Zhong, Yuxiang Shan, Liang He, Jia Liu:
Research on Intersession Variability Compensation for MLLR-SVM Speaker Recognition. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 92-A(8): 1892-1897 (2009)
Conference and Workshop Papers
- 2024
- [c58]Ying Hu, Haitao Xu, Zhongcun Guo, Hao Huang, Liang He:
SMMA-Net: An Audio Clue-Based Target Speaker Extraction Network with Spectrogram Matching and Mutual Attention. ICASSP 2024: 1496-1500 - [c57]Liang He, Zhihua Fang, Zuoer Chen, Minqiang Xu, Ying Meng, Penghao Wang:
Multi-View Speaker Embedding Learning for Enhanced Stability and Discriminability. ICASSP 2024: 10081-10085 - [c56]Zhida Song, Liang He, Penghao Wang, Ying Hu, Hao Huang:
Introducing Multilingual Phonetic Information to Speaker Embedding for Speaker Verification. ICASSP 2024: 10091-10095 - [c55]Jian Zhang, Jing Ma, Xiaochen Guo, Lin Li, Liang He:
A Speaker Recognition Method Based on Stable Learning. ICASSP 2024: 10221-10225 - [c54]Liang He, Ruida Li, Mengqi Niu:
A Study on Graph Embedding for Speaker Recognition. ICASSP 2024: 10741-10745 - [c53]Minjie Tang, Hao Huang, Wenbo Zhang, Liang He:
Phase Continuity-Aware Self-Attentive Recurrent Network with Adaptive Feature Selection for Robust VAD. ICASSP 2024: 11506-11510 - 2023
- [c52]Zhibin Qiu, Yachao Guo, Mengfan Fu, Hao Huang, Ying Hu, Liang He, Fuchun Sun:
CRA-DIFFUSE: Improved Cross-Domain Speech Enhancement Based on Diffusion Model with T-F Domain Pre-Denoising. ICME 2023: 1709-1714 - [c51]Ying Hu, Shijing Hou, Huamin Yang, Hao Huang, Liang He:
A Joint Network Based on Interactive Attention for Speech Emotion Recognition. ICME 2023: 1715-1720 - [c50]Fangjing Niu, Tengfei Cao, Ying Hu, Hao Huang, Liang He:
Speech Topic Classification Based on Pre-trained and Graph Networks. ICME 2023: 1721-1726 - [c49]Zhida Song, Liang He, Baowei Zhao, Minqiang Xu, Yu Zheng:
Dynamic Fully-Connected Layer for Large-Scale Speaker Verification. INTERSPEECH 2023: 2003-2007 - [c48]Jian Zhang, Liang He, Xiaochen Guo, Jing Ma:
A Study on Visualization of Voiceprint Feature. INTERSPEECH 2023: 2233-2237 - [c47]Zhihua Fang, Liang He, Hanhan Ma, Xiaochen Guo, Lin Li:
Robust Training for Speaker Verification against Noisy Labels. INTERSPEECH 2023: 3192-3196 - [c46]Yuan Gao, Ying Hu, Liusong Wang, Hao Huang, Liang He:
MTANet: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music. INTERSPEECH 2023: 5396-5400 - [c45]Xiaojiao Chen, Sheng Li, Jiyi Li, Hao Huang, Yang Cao, Liang He:
Reprogramming Self-supervised Learning-based Speech Representations for Speaker Anonymization. MMAsia 2023: 93:1-93:5 - [c44]Xiaojiao Chen, Sheng Li, Jiyi Li, Yang Cao, Hao Huang, Liang He:
GhostVec: A New Threat to Speaker Privacy of End-to-End Speech Recognition System. MMAsia 2023: 94:1-94:5 - [c43]Jiaming Li, Liang He, Lei Wang, Shaolei Wang, Hanhan Ma, Kan Feng:
MAKBQA: Multi-hop Knowledge Base Question Answering System Based on Sensors and Internet Agricultural Data. SECON 2023: 33-40 - 2022
- [c42]Zhida Song, Liang He, Zhihua Fang, Ying Hu, Hao Huang:
Virtual Fully-Connected Layer for a Large-Scale Speaker Verification Dataset. CCBR 2022: 382-390 - [c41]Ying Hu, Xiujuan Zhu, Yunlong Li, Hao Huang, Liang He:
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection. INTERSPEECH 2022: 1531-1535 - [c40]Ying Hu, Yuwu Tang, Hao Huang, Liang He:
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition. INTERSPEECH 2022: 4705-4709 - [c39]Tengfei Cao, Liang He, Fangjing Niu:
End-to-end speech topic classification based on pre-trained model Wavlm. ISCSLP 2022: 369-373 - [c38]Xinyue Ma, Shanshan Zhang, Shen Huang, Ji Gao, Ying Hu, Liang He:
How to Boost Anti-Spoofing with X-Vectors. SLT 2022: 593-598 - 2021
- [c37]Xinyue Ma, Tianyu Liang, Shanshan Zhang, Shen Huang, Liang He:
Improved Lightcnn with Attention Modules for Asv Spoofing Detection. ICME 2021: 1-6 - [c36]Xianwei Zhang, Liang He:
End-to-End Cross-Lingual Spoken Language Understanding Model with Multilingual Pretraining. Interspeech 2021: 4728-4732 - 2020
- [c35]Ruyun Li, Tianyu Liang, Dandan Song, Yi Liu, Yangcheng Wu, Can Xu, Peng Ouyang, Xianwei Zhang, Xianhong Chen, Weiqiang Zhang, Shouyi Yin, Liang He:
THUEE System for NIST SRE19 CTS Challenge. INTERSPEECH 2020: 2232-2236 - [c34]Yaoguang Wang, Liang He:
A Joint Detection-Classification Model for Weakly Supervised Sound Event Detection Using Multi-Scale Attention Method. ISSPIT 2020: 1-5 - [c33]Tianyu Liang, Yi Liu, Can Xu, Xianwei Zhang, Liang He:
Combined Vector Based on Factorized Time-delay Neural Network for Text-Independent Speaker Recognition. Odyssey 2020: 428-432 - 2019
- [c32]Can Xu, Xianhong Chen, Liang He, Jia Liu:
Geometric Discriminant Analysis for I-vector Based Speaker Verification. APSIPA 2019: 1636-1640 - [c31]Liang He, Xianhong Chen, Can Xu, Jia Liu:
Multi-objective Optimization Training of PLDA for Speaker Verification. ICASSP 2019: 6026-6030 - [c30]Yi Liu, Liang He, Jia Liu:
Large Margin Softmax Loss for Speaker Verification. INTERSPEECH 2019: 2873-2877 - 2018
- [c29]Yi Liu, Liang He, Wei-Qiang Zhang, Jia Liu, Michael T. Johnson:
Investigation of Frame Alignments for GMM-based Digit-prompted Speaker Verification. APSIPA 2018: 1467-1472 - [c28]Yi Liu, Liang He, Jia Liu, Michael T. Johnson:
Speaker Embedding Extraction with Phonetic Information. INTERSPEECH 2018: 2247-2251 - [c27]Yi Liu, Liang He, Weiwei Liu, Jia Liu:
Exploring a Unified Attention-Based Pooling Framework for Speaker Verification. ISCSLP 2018: 200-204 - [c26]Tianyu Liang, Xianhong Chen, Can Xu, Liang He:
Parallel Double Audio Fingerprinting. ISCSLP 2018: 344-348 - [c25]Liang He, Xianhong Chen, Can Xu, Jia Liu:
Latent Class Model for Single Channel Speaker Diarization. Odyssey 2018: 128-133 - [c24]Xianhong Chen, Liang He, Can Xu, Yi Liu, Tianyu Liang, Jia Liu:
VB-HMM Speaker Diarization with Enhanced and Refined Segment Representation. Odyssey 2018: 134-139 - 2017
- [c23]Yi Liu, Liang He, Yao Tian, Zhuzi Chen, Jia Liu, Michael T. Johnson:
Comparison of multiple features and modeling methods for text-dependent speaker verification. ASRU 2017: 629-636 - [c22]Yao Tian, Liang He, Meng Cai, Wei-Qiang Zhang, Jia Liu:
Deep neural networks based speaker modeling at different levels of phonetic granularity. ICASSP 2017: 5440-5444 - [c21]Liang He, Xianhong Chen, Can Xu, Tianyu Liang, Jia Liu:
Ivec-PLDA-AHC priors for VB-HMM speaker diarization system. SiPS 2017: 1-6 - 2016
- [c20]Yi Liu, Yao Tian, Liang He, Jia Liu:
Investigating Various Diarization Algorithms for Speaker in the Wild (SITW) Speaker Recognition Challenge. INTERSPEECH 2016: 853-857 - [c19]Yao Tian, Meng Cai, Liang He, Wei-Qiang Zhang, Jia Liu:
Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data. INTERSPEECH 2016: 1863-1867 - [c18]Liang He, Yao Tian, Yi Liu, Jiaming Xu, Weiwei Liu, Cai Meng, Jia Liu:
THU-EE System Description for NIST LRE 2015. INTERSPEECH 2016: 3294-3298 - [c17]Liang He, Yao Tian, Yi Liu, Fang Dong, Weiqiang Zhang, Jia Liu:
A study of variational method for text-independent speaker recognition. ISCSLP 2016: 1-5 - [c16]Yao Tian, Liang He, Yi Liu, Jia Liu:
Investigation of Senone-based Long-Short Term Memory RNNs for Spoken Language Recognition. Odyssey 2016: 89-93 - 2015
- [c15]Yao Tian, Liang He, Jia Liu:
Stacked bottleneck features for speaker verification. ChinaSIP 2015: 514-518 - [c14]Liang He, Jia Liu:
PRISM: A statistical modeling framework for text-independent speaker verification. ChinaSIP 2015: 529-533 - [c13]Yao Tian, Meng Cai, Liang He, Jia Liu:
Investigation of bottleneck features and multilingual deep neural networks for speaker verification. INTERSPEECH 2015: 1151-1155 - [c12]Yi Liu, Yao Tian, Liang He, Jia Liu, Michael T. Johnson:
Simultaneous utilization of spectral magnitude and phase information to extract supervectors for speaker verification anti-spoofing. INTERSPEECH 2015: 2082-2086 - [c11]Like Hui, Meng Cai, Cong Guo, Liang He, Wei-Qiang Zhang, Jia Liu:
Convolutional maxout neural networks for speech separation. ISSPIT 2015: 24-27 - 2014
- [c10]Yi Liu, Liang He, Jia Liu:
Improved multitaper PNCC feature for robust speaker verification. ISCSLP 2014: 168-172 - [c9]Yao Tian, Liang He, Zhiyi Li, Wei-lan Wu, Wei-Qiang Zhang, Jia Liu:
Speaker verification using Fisher vector. ISCSLP 2014: 419-422 - 2013
- [c8]Weiwei Liu, Wei-Qiang Zhang, Liang He, Jiaming Xu, Jia Liu:
THUEE system for the Albayzin 2012 language recognition evaluation. ChinaSIP 2013: 109-112 - [c7]Liang He, Jia Liu:
I-matrix for text-independent speaker recognition. ICASSP 2013: 7194-7198 - 2012
- [c6]Liang He, Jia Liu:
Orthogonal Subspace Combination Based on the Joint Factor Analysis for Text-Independent Speaker Recognition. CCBR 2012: 243-250 - [c5]Zhiyi Li, Wei-Qiang Zhang, Liang He, Jia Liu:
Complementary combination in i-vector level for language recognition. Odyssey 2012: 334-337 - 2010
- [c4]Weiqiang Zhang, Yan Deng, Liang He, Jia Liu:
Variant time-frequency cepstral features for speaker recognition. INTERSPEECH 2010: 2122-2125 - [c3]Zhiyi Li, Liang He, Wei-Qiang Zhang, Jia Liu:
Multi-feature combination for speaker recognition. ISCSLP 2010: 318-321 - 2008
- [c2]Wei-Qiang Zhang, Liang He, Tao Hou, Jia Liu:
Fractional Fourier transform based auditory feature for language identification. APCCAS 2008: 209-212 - [c1]Liang He, Wei-Qiang Zhang, Yuxiang Shan, Jia Liu:
Channel compensation technology in differential GSV-SVM speaker verification system. APCCAS 2008: 221-224
Informal and Other Publications
- 2024
- [i15]Kunting Li, Yong Hu, Liang He, Fandong Meng, Jie Zhou:
C-LLM: Learn to Check Chinese Spelling Errors Character by Character. CoRR abs/2406.16536 (2024) - 2023
- [i14]Liang He, Ruida Li, Mengqi Niu:
Graph Neural Network Backend for Speaker Recognition. CoRR abs/2308.08767 (2023) - [i13]Kunting Li, Yong Hu, Shaolei Wang, Hanhan Ma, Liang He, Fandong Meng, Jie Zhou:
Eval-GCSC: A New Metric for Evaluating ChatGPT's Performance in Chinese Spelling Correction. CoRR abs/2311.08219 (2023) - 2022
- [i12]Ying Hu, Xiujuan Zhu, Yunlong Li, Hao Huang, Liang He:
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection. CoRR abs/2206.10175 (2022) - [i11]Ying Hu, Yuwu Tang, Hao Huang, Liang He:
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition. CoRR abs/2207.00940 (2022) - [i10]Yu Zheng, Jinghan Peng, Miao Zhao, Yufeng Ma, Min Liu, Xinyue Ma, Tianyu Liang, Tianlong Kong, Liang He, Minqiang Xu:
THUEE system description for NIST 2020 SRE CTS challenge. CoRR abs/2210.06111 (2022) - [i9]Kong Aik Lee, Tomi Kinnunen, Daniele Colibro, Claudio Vair, Andreas Nautsch, Hanwu Sun, Liang He, Tianyu Liang, Qiongqiong Wang, Mickael Rouvier, Pierre-Michel Bousquet, Rohan Kumar Das, Ignacio Viñals Bailo, Meng Liu, Héctor Deldago, Xuechen Liu, Md. Sahidullah, Sandro Cumani, Boning Zhang, Koji Okabe, Hitoshi Yamamoto, Ruijie Tao, Haizhou Li, Alfonso Ortega Giménez, Longbiao Wang, Luis Buera:
I4U System Description for NIST SRE'20 CTS Challenge. CoRR abs/2211.01091 (2022) - [i8]Zhihua Fang, Hanhan Ma, Lin Li, Liang He:
OR-Gate: A Noisy Label Filtering Method for Speaker Verification. CoRR abs/2211.12080 (2022) - 2019
- [i7]Yi Liu, Liang He, Jia Liu:
Large Margin Softmax Loss for Speaker Verification. CoRR abs/1904.03479 (2019) - [i6]Yi Liu, Tianyu Liang, Can Xu, Xianwei Zhang, Xianhong Chen, Wei-Qiang Zhang, Liang He, Dandan Song, Ruyun Li, Yangcheng Wu, Peng Ouyang, Shouyi Yin:
THUEE system description for NIST 2019 SRE CTS Challenge. CoRR abs/1912.11585 (2019) - 2018
- [i5]Yi Liu, Liang He, Jia Liu, Michael T. Johnson:
Speaker Embedding Extraction with Phonetic Information. CoRR abs/1804.04862 (2018) - [i4]Yi Liu, Liang He, Weiwei Liu, Jia Liu:
Exploring a Unified Attention-Based Pooling Framework for Speaker Verification. CoRR abs/1808.07120 (2018) - [i3]Liang He, Xianhong Chen, Can Xu, Jia Liu:
Multiobjective Optimization Training of PLDA for Speaker Verification. CoRR abs/1808.08344 (2018) - 2017
- [i2]Yi Liu, Liang He, Yao Tian, Zhuzi Chen, Jia Liu, Michael T. Johnson:
Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification. CoRR abs/1707.04373 (2017) - [i1]Yi Liu, Liang He, Jia Liu, Michael T. Johnson:
Investigation of Frame Alignments for GMM-based Text-prompted Speaker Verification. CoRR abs/1710.10436 (2017)
Coauthor Index
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