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Xinyue Ma, Tianyu Liang, Shanshan Zhang, Shen Huang and Liang He, "Improved Lightcnn with Attention Modules for Asv Spoofing Detection," 2021 IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6, doi: 10.1109/ICME51207.2021.9428313.
Yaoguang Wang, Yaohao Zheng, Yunxiang Zhang and Liang He, "Several Approaches for Anomaly Detection from Sound," Tech. report in DCASE2021 Challenge Task 2, 2021.
Xianwei Zhang, Liang He, "END-to-END Cross-Lingual Spoken Language Understanding Model with Multilingual Pretraining," Interspeech 2021, accepted.
何亮, 赵楷, 孙甲松, "疫情防控常态化下程序设计语言课外教学探索," 计算机教育, accepted.
叶瑞达, 王卫杰, 何亮, 陈晓岑, 薛乐, "基于残差自注意力机制的航空发动机 RUL 预测," 光学 精密工程, 29(6), 1482.
Wenhao Ding, Liang He, "Adaptive Multi-Scale Detection of Acoustic Events," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 294–306, 2020, doi: 10.1109/TASLP.2019.2953350.
Keming Zhang, Yuanwen Cai, Yuan Ren, Ruida Ye and Liang He, "MTF-CRNN: Multiscale Time-Frequency Convolutional Recurrent Neural Network for Sound Event Detection," IEEE Access, vol. 8, pp. 147337-147348, 2020, doi: 10.1109/ACCESS.2020.3015047.
Tianyu Liang, Yi Liu, Can Xu, Xianwei Zhang and Liang He, "Combined Vector Based on Factorized Time-delay Neural Network for Text-Independent Speaker Recognition," Odyssey 2020 The Speaker and Language Recognition Workshop, 01-05, Nov 2020, Tokyo, Japan, 428-432.
Tianyu Liang, Ruyun Li, Dandan Song, Yi Liu, Yangcheng Wu, Can Xu, Peng Ouyang, Xianwei Zhang, Xianhong Chen, Weiqiang Zhang, Shouyi Yin and Liang He, "THUEE System for NIST SRE19 CTS Challenge," Interspeech 2020, pp. 2232-2236.
Yaoguang Wang, Liang He, "A Joint Detection-Classification Model for Weakly Supervised Sound Event Detection Using Multi-Scale Attention Method," 2020 IEEE International Symposium on Signal Processing and Information Technology, vol.1, pp.1-5, 2020, doi:10.1109/ISSPIT51521.2020.9408948.
Liu Yi, Liang He, Jia Liu and Michael T. Johnson, "Introducing phonetic information to speaker embedding for speaker verification," Eurasip Journal on Audio, Speech, and Music Processing, vol. 2019, no. 1, 2019.
Liang He, Xianhong Chen, Can Xu, Liu Yi, Jia Liu and Michael T. Johnson, "Latent class model with application to speaker diarization," EURASIP Journal on Audio, Speech, and Music Processing, vol. 2019, no. 1, p. 12, Jul. 2019.
Xianhong chen, Liang He, Can Xu and Jia Liu, "Distance-Dependent Metric Learning," IEEE Signal Processing Letters, Feb. 2019, 26(2), 357-361.
Liang He, Xianhong Chen, Can Xu, and Jia Liu, "Multi-objective Optimization Training of PLDA for Speaker Verification," ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 6026-6030.
Yi Liu, Liang He and Jia Liu, "Large Margin Softmax Loss for Speaker Verification," INTERSPEECH 2019, 20th Annual Conference of the International Speech Communication Association, INTERSPEECH, Graz, Austria, 2019, vol. 2019-September, pp. 2873–2877.
Zhixuan Li, Liang He, Jingyang Li, Li Wang and Weiqiang Zhang, "Towards Discriminative Representations and Unbiased Predictions: Class-specific Angular Softmax for Speech Emotion Recognition," INTERSPEECH 2019, 20th Annual Conference of the International Speech Communication Association, INTERSPEECH, Graz, Austria, 2019, vol. 2019-September, pp. 1696–1700.
Jingyang Zhang, Wenhao Ding, Jintao Kang and Liang He, "Multi-Scale Time-Frequency Attention for Rare Sound Event Detection," INTERSPEECH 2019, 20th Annual Conference of the International Speech Communication Association, INTERSPEECH, Graz, Austria, 2019, vol. 2019-September, pp. 3855–3859.
Can Xu, Xianhong Chen, Liang He and Jia Liu, "Geometric Discriminant Analysis for I-vector Based Speaker Verification," 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 1636-1640. 10.1109/APSIPAASC47483.2019.9023338.
Liang He, Xianhong Chen, Can Xu and Jia Liu, "Subtraction-Positive Similarity Learning," 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC),1328-1332. 10.1109/APSIPAASC47483.2019.9023082.
Liang He, Xianhong Chen, Can Xu, Jia Liu and Michael T. Johnson, "Local Pairwise Linear Discriminant Analysis for Speaker Verification," IEEE Signal Processing Letters, Oct. 2018, 25(10), 1575-1579.
Wenhao Ding and Liang He, "MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks," INTERSPEECH 2018, 19th Annual Conference of the International Speech Communication Association, 2-6 September 2018, Hyderabad, 3633-3637.
Yi Liu, Liang He, Jia Liu and Michael T. Johnson, "Speaker Embedding Extraction with Phonetic Information," INTERSPEECH 2018, 19th Annual Conference of the International Speech Communication Association, 2-6 September 2018, Hyderabad, 2247-2251.
Liang He, Xianhong Chen, Can Xu and Jia Liu, "Latent Class Model for Single Channel Speaker Diarization," Odyssey 2018 The Speaker and Language Recognition Workshop, 26-29 June 2018, Les Sables d'Olonne, France, 128-133.
Xianhong Chen, Liang He, Can Xu, Yi Liu, Tianyu Liang and Jia Liu, "VB-HMM Speaker Diarization with Enhanced and Refined Segment Representation ," Odyssey 2018 The Speaker and Language Recognition Workshop, 26-29 June 2018, Les Sables d'Olonne, France, 134-139.
Xukui Yang, Liang He, Dan Qu and Weiqiang Zhang, "Semi-supervised minimum redundancy maximum relevance feature selection for audio classification," Multimedia Tools and Applications 77(1), 713-739.
Tianyu Liang, Xianhong Chen, Can Xu and Liang He, "Parallel Double Audio Fingerprinting," 2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP), Taipei City, Taiwan, 2018, pp. 344-348.
Yi Liu, Liang He, Weiwei Liu and Jia Liu, "Exploring a Unified Attention-Based Pooling Framework for Speaker Verification," 2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP), Taipei City, Taiwan, 2018, pp. 200-204.
Yi Liu, Liang He, Weiqiang Zhang, Jia Liu and Michael T. Johnson, "Investigation of Frame Alignments for GMM-based Digit-prompted Speaker Verification," 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Honolulu, HI, USA, 2018, pp. 1467-1472.
Liang He, Xianhong Chen, Can Xu, Tianyu Liang and Jia Liu, "Ivec-PLDA-AHC priors for VB-HMM speaker diarization system," 2017 IEEE International Workshop on Signal Processing Systems (SiPS), Lorient, 2017, 1-6.
Yao Tian, Liang He, Meng Cai, Weiqiang Zhang and Jia Liu, "Deep neural networks based speaker modeling at different levels of phonetic granularity," 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, 2017, 5440-5444.
Junbiao Liu, Xinyu Jin, Fang Dong, Liang He and Hong Liu, "Fading channel modelling using single-hidden layer feedforward neural networks," Multidimensional Systems and Signal Processing 28(3), 885-903.
Yi Liu, Liang He, Yao Tian, Zhuzi Chen, Jia Liu and Michael T. Johnson, "Comparison of multiple features and modeling methods for text-dependent speaker verification," 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Okinawa, 2017, 629-636.
Yao Tian, Meng Cai, Liang He, Weiqiang Zhang and Jia Liu, "Improving deep neural networks based speaker verification using unlabeled data," INTERSPEECH 2016, 17th Annual Conference of the International Speech Communication Association, 1863-1867.
Liang He, Yao Tian, Yi Liu, Jiaming Xu, Weiwei Liu, Meng Cai and Jia Liu, "THU-EE system description for NIST LRE 2015," INTERSPEECH 2016, 17th Annual Conference of the International Speech Communication Association, 3294-3298.
Yi Liu, Yao Tian, Liang He and Jia Liu, "Investigating various diarization algorithms for speaker in the wild (SITW) speaker recognition challenge," INTERSPEECH 2016, 17th Annual Conference of the International Speech Communication Association, 853-857.
Liang He, Yao Tian, Yi Liu, Fang Dong, Weiqiang Zhang and Jia Liu, "A study of variational method for text-independent speaker recognition," 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP), Tianjin, 2016, 1-5.
Xukui Yang, Liang He, Dan Qu, Weiqiang Zhang and Michael T. Johnson, "Semi-supervised feature selection for audio classification based on constraint compensated Laplacian score," EURASIP Journal on Audio, Speech, and Music Processing.
Xukui Yang, Liang He, Dan Qu and Weiqiang Zhang, "Voice activity detection algorithm based on long-term pitch information," EURASIP Journal on Audio, Speech, and Music Processing.
Yao Tian, Meng Cai, Liang He and Jia Liu, "Speaker recognition system based on deep neural networks and bottleneck features," Journal of Tsinghua University 56(11), 1143-1148.
Fang Dong, Junbiao Liu, Liang He, Xiaohui Hu and Hong Liu, "Channel Estimation Based on Extreme Learning Machine for High Speed Environments," Proceedings Of ELM-2015, Vol 1: Theory, Algorithms And Applications (I) 6, 159-167.
Liang He, Weiqiang Zhang and Mengnan Shi, "Channel Non-negative Tensor Factorization for Speech Enhancement," Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications.
Liang He and Jia Liu, "PRISM: A statistical modeling framework for text-independent speaker verification," 2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), Chengdu, 2015, 529-533.
Like Hui, Meng Cai, Cong Guo, Liang He, Weiqiang Zhang and Jia Liu, "Convolutional maxout neural networks for speech separation," 2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Abu Dhabi, 2015, 24-27.
Yao Tian, Meng Cai, Liang He and Jia Liu, "Investigation of bottleneck features and multilingual deep neural networks for speaker verification," INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, 1151-1155.
Yao Tian, Liang He and Jia Liu, "Stacked bottleneck features for speaker verification," 2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), Chengdu, 2015, 514-518.
Yi Liu, Yao Tian, Liang He, Jia Liu and Michael T. Johnson"Simultaneous utilization of spectral magnitude and phase information to extract supervectors for speaker verification anti-spoofing," INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, 2082-2086.
Weiqiang Zhang, Cong Guo, Qian Zhang, Jian Kang, Liang He, Jia Liu and Michael T. Johnson, "A speech enhancement algorithm based on computational auditory scene analysis," Journal of Tianjin University Science and Technology 48(8), 663-669.
Yao Tian, Liang He, Zhiyi Li, Weilan Wu, Weiqiang Zhang and Jia Liu, "Speaker verification using Fisher vector," The 9th International Symposium on Chinese Spoken Language Processing, Singapore, 2014, 419-422.
Zhiyi Li, Liang He, Weiqiang Zhang and Jia Liu, "Total variability subspace adaptation based speaker recognition," Acta Automatica Sinica 40(8), 1836-1840.
Yi Liu, Liang He and Jia Liu, "Improved multitaper PNCC feature for robust speaker verification," The 9th International Symposium on Chinese Spoken Language Processing, Singapore, 2014, 168-172.
Liang He and Jia Liu, "I-matrix for text-independent speaker recognition," 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, BC, 2013, 7194-7198.
Liu, Weiwei and Zhang, Weiqiang and He, Liang and Xu, Jiaming and Liu, Jia, "THUEE system for the Albayzin 2012 language recognition evaluation," 2013 IEEE China Summit and International Conference on Signal and Information Processing, Beijing, 2013, 109-112.
Liang He and Jia Liu, "Orthogonal subspace combination based on the joint factor analysis for text-independent speaker recognition," Lecture Notes in Computer Science, vol 7701, Springer, Berlin, Heidelberg.
Liang He and Jia Liu, "Discriminant local information distance preserving projection for text-independent speaker recognition," 2012 8th International Symposium on Chinese Spoken Language Processing (ISCSLP 2012), 349-352.
Zhiyi Li, Liang He, Weiqiang Zhang and Jia Liu, "Speaker recognition based on discriminant i-vector local distance preserving projection," Journal of Tsinghua University 52(5), 598-601.
Liang He, Yi Yang and Jia Liu, "TLS-NAP algorithm for text-independent speaker recognition," Pattern Recognition and Artificial Intelligence 25(6), 916-921.
Liang He, Yongzhe Shi and Jia Liu, "Eigenchannel space combination method of joint factor analysis," Acta Automatica Sinica 37(7), 849-856.