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Improved Lightcnn with Attention Modules for Asv Spoofing Detection
2021 IEEE International Conference on Multimedia and Expo (ICME)
by Xinyue Ma, Tianyu Liang, Shanshan Zhang, Shen Huang and Liang He
DOI: 10.1109/ICME51207.2021.9428313
Several Approaches for Anomaly Detection from Sound
Tech. report in DCASE2021 Challenge Task 2
by Yaoguang Wang, Yaohao Zheng, Yunxiang Zhang and Liang He
END-to-END Cross-Lingual Spoken Language Understanding Model with Multilingual Pretraining
Interspeech 2021
by Xianwei Zhang, Liang He
accepted
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
by 何亮, 赵楷, 孙甲松
accepted
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
by 叶瑞达, 何亮
accepted
Adaptive Multi-Scale Detection of Acoustic Events
IEEE/ACM Transactions on Audio, Speech, and Language Processing
by Wenhao Ding, Liang He
DOI: 10.1109/TASLP.2019.2953350
MTF-CRNN: Multiscale Time-Frequency Convolutional Recurrent Neural Network for Sound Event Detection
IEEE Access
by Keming Zhang, Yuanwen Cai, Yuan Ren, Ruida Ye and Liang He
DOI: 10.1109/ACCESS.2020.3015047
Combined Vector Based on Factorized Time-delay Neural Network for Text-Independent Speaker Recognition
Odyssey 2020 The Speaker and Language Recognition Workshop
by Tianyu Liang, Yi Liu, Can Xu, Xianwei Zhang and Liang He
THUEE System for NIST SRE19 CTS Challenge
Interspeech 2020
by 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
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
by Yaoguang Wang, Liang He
DOI: 10.1109/ISSPIT51521.2020.9408948
Introducing phonetic information to speaker embedding for speaker verification
Eurasip Journal on Audio, Speech, and Music Processing
by Liu Yi, Liang He, Jia Liu and Michael T. Johnson
Latent class model with application to speaker diarization
URASIP Journal on Audio, Speech, and Music Processing
by Liang He, Xianhong Chen, Can Xu, Liu Yi, Jia Liu and Michael T. Johnson
Distance-Dependent Metric Learning
IEEE Signal Processing Letters
by Xianhong chen, Liang He, 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)
by Liang He, Xianhong Chen, Can Xu, and Jia Liu
Large Margin Softmax Loss for Speaker Verification
INTERSPEECH 2019, 20th Annual Conference of the International Speech Communication Association
by Yi Liu, Liang He and Jia Liu
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
by Zhixuan Li, Liang He, Jingyang Li, Li Wang and Weiqiang Zhang
Multi-Scale Time-Frequency Attention for Rare Sound Event Detection
INTERSPEECH 2019, 20th Annual Conference of the International Speech Communication Association
by Jingyang Zhang, Wenhao Ding, Jintao Kang and Liang He
Geometric Discriminant Analysis for I-vector Based Speaker Verification
2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
by Can Xu, Xianhong Chen, Liang He and Jia Liu
DOI: 10.1109/APSIPAASC47483.2019.9023338
Subtraction-Positive Similarity Learning
2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
by Liang He, Xianhong Chen, Can Xu and Jia Liu
DOI: 10.1109/APSIPAASC47483.2019.9023082
Local Pairwise Linear Discriminant Analysis for Speaker Verification
IEEE Signal Processing Letters
by Liang He, Xianhong Chen, Can Xu, Jia Liu and Michael T. Johnson
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks
INTERSPEECH 2018, 19th Annual Conference of the International Speech Communication Association
by Wenhao Ding and Liang He
Speaker Embedding Extraction with Phonetic Information
INTERSPEECH 2018, 19th Annual Conference of the International Speech Communication Association
by Yi Liu, Liang He, Jia Liu and Michael T. Johnson
Latent Class Model for Single Channel Speaker Diarization
Odyssey 2018 The Speaker and Language Recognition Workshop
by Liang He, Xianhong Chen, Can Xu and Jia Liu
VB-HMM Speaker Diarization with Enhanced and Refined Segment Representation
Odyssey 2018 The Speaker and Language Recognition Workshop
by Xianhong Chen, Liang He, Can Xu, Yi Liu, Tianyu Liang and Jia Liu
Semi-supervised minimum redundancy maximum relevance feature selection for audio classification
Multimedia Tools and Applications
by Xukui Yang, Liang He, Dan Qu and Weiqiang Zhang
Parallel Double Audio Fingerprinting
2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP)
by Tianyu Liang, Xianhong Chen, Can Xu and Liang He
Exploring a Unified Attention-Based Pooling Framework for Speaker Verification
2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP)
by Yi Liu, Liang He, Weiwei Liu and Jia Liu
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)
by Yi Liu, Liang He, Weiqiang Zhang, Jia Liu and Michael T. Johnson
Ivec-PLDA-AHC priors for VB-HMM speaker diarization system
2017 IEEE International Workshop on Signal Processing Systems (SiPS)
by Liang He, Xianhong Chen, Can Xu, Tianyu Liang 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)
by Yao Tian, Liang He, Meng Cai, Weiqiang Zhang and Jia Liu
Fading channel modelling using single-hidden layer feedforward neural networks
Multidimensional Systems and Signal Processing
by Junbiao Liu, Xinyu Jin, Fang Dong, Liang He and Hong Liu
Comparison of multiple features and modeling methods for text-dependent speaker verification
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
by Yi Liu, Liang He, Yao Tian, Zhuzi Chen, Jia Liu and Michael T. Johnson
Improving deep neural networks based speaker verification using unlabeled data
INTERSPEECH 2016, 17th Annual Conference of the International Speech Communication Association
by Yao Tian, Meng Cai, Liang He, Weiqiang Zhang and Jia Liu
THU-EE system description for NIST LRE 2015
INTERSPEECH 2016
by Liang He, Yao Tian, Yi Liu, Jiaming Xu, Weiwei Liu, Meng Cai and Jia Liu
Investigating various diarization algorithms for speaker in the wild (SITW) speaker recognition challenge
INTERSPEECH 2016
by Yi Liu, Yao Tian, Liang He and Jia Liu
A study of variational method for text-independent speaker recognition
2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP)
by Yi Liu, Yao Tian, Liang He and Jia Liu
Semi-supervised feature selection for audio classification based on constraint compensated Laplacian score
EURASIP Journal on Audio, Speech, and Music Processing
by Xukui Yang, Liang He, Dan Qu, Weiqiang Zhang and Michael T. Johnson
Voice activity detection algorithm based on long-term pitch information
EURASIP Journal on Audio, Speech, and Music Processing
by Xukui Yang, Liang He, Dan Qu and Weiqiang Zhang
Speaker recognition system based on deep neural networks and bottleneck features
Journal of Tsinghua University 56(11)
by Yao Tian, Meng Cai, Liang He and Jia Liu
Channel Estimation Based on Extreme Learning Machine for High Speed Environments
Proceedings Of ELM-2015
by Fang Dong, Junbiao Liu, Liang He, Xiaohui Hu and Hong Liu
Channel Non-negative Tensor Factorization for Speech Enhancement
Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications
by Liang He, Weiqiang Zhang and Mengnan Shi
PRISM: A statistical modeling framework for text-independent speaker verification
2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP)
by Liang He and Jia Liu
Convolutional maxout neural networks for speech separation
2015 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)
by Like Hui, Meng Cai, Cong Guo, Liang He, Weiqiang Zhang 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
by Yao Tian, Meng Cai, Liang He and Jia Liu
Stacked bottleneck features for speaker verification
2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP)
by Yao Tian, Liang He and Jia Liu
Simultaneous utilization of spectral magnitude and phase information to extract supervectors for speaker verification anti-spoofing
INTERSPEECH 2015
by Yi Liu, Yao Tian, Liang He, Jia Liu and Michael T. Johnson
A speech enhancement algorithm based on computational auditory scene analysis
Journal of Tsinghua University
by Weiqiang Zhang, Cong Guo, Qian Zhang, Jian Kang, Liang He, Jia Liu and Michael T. Johnson
Speaker verification using Fisher vector
The 9th International Symposium on Chinese Spoken Language Processing
by Yao Tian, Liang He, Zhiyi Li, Weilan Wu, Weiqiang Zhang and Jia Liu
Total variability subspace adaptation based speaker recognition
Acta Automatica Sinica
by Zhiyi Li, Liang He, Weiqiang Zhang and Jia Liu
Improved multitaper PNCC feature for robust speaker verification
The 9th International Symposium on Chinese Spoken Language Processing
by Yi Liu, Liang He and Jia Liu
I-matrix for text-independent speaker recognition
2013 IEEE International Conference on Acoustics, Speech and Signal Processing
by Liang He and Jia Liu
THUEE system for the Albayzin 2012 language recognition evaluation
2013 IEEE China Summit and International Conference on Signal and Information Processing
by Liu, Weiwei and Zhang, Weiqiang and He, Liang and Xu, Jiaming and Liu, Jia
Orthogonal subspace combination based on the joint factor analysis for text-independent speaker recognition
Lecture Notes in Computer Science
by 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)
by Liang He and Jia Liu
Speaker recognition based on discriminant i-vector local distance preserving projection
Journal of Tsinghua University
by Zhiyi Li, Liang He, Weiqiang Zhang and Jia Liu
TLS-NAP algorithm for text-independent speaker recognition
Pattern Recognition and Artificial Intelligence
by Liang He, Yi Yang and Jia Liu
Eigenchannel space combination method of joint factor analysis
Acta Automatica Sinica
by Liang He, Yongzhe Shi and Jia Liu