A new VAD framework using statistical model and human knowledge based empirical rule. - Ji Wu 002; Xiao-Lei Zhang 001; Wei Li (INTERSPEECH, 2010)

An efficient voice activity detection algorithm by combining statistical model and energy detection. - Ji Wu 002; Xiao-Lei Zhang 001 (EURASIP J. Adv. Signal Process., 2011)

Maximum Margin Clustering Based Statistical VAD With Multiple Observation Compound Feature. - Ji Wu 002; Xiao-Lei Zhang 001 (IEEE Signal Process. Lett., 2011)

Efficient Multiple Kernel Support Vector Machine Based Voice Activity Detection. - Ji Wu 002; Xiao-Lei Zhang 001 (IEEE Signal Process. Lett., 2011)

Optimized weighted decoding for error-correcting output codes. - Xiao-Lei Zhang 001; Ji Wu 002; Zhipeng Chen; Ping Lv (ICASSP, 2012)

Perceptual similarity between audio clips and feature selection for its measurement. - Qinghua Wu; Xiao-Lei Zhang 001; Ping Lv; Ji Wu 002 (ISCSLP, 2012)

Secure Ranking over Encrypted Documents. - Jiuling Zhang; Beixing Deng; Xing Li 001; Xiao-Lei Zhang 001 (IEICE Trans. Inf. Syst., 2012)

Linearithmic Time Sparse and Convex Maximum Margin Clustering. - Xiao-Lei Zhang 001; Ji Wu 002 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Denoising deep neural networks based voice activity detection. - Xiao-Lei Zhang 001; Ji Wu 002 (ICASSP, 2013)

Weight optimization and layered clustering-based ECOC. - Xiao-Lei Zhang 001; Ji Wu 002 (ICASSP, 2013)

Learning Deep Representations By Distributed Random Samplings. - Xiao-Lei Zhang 001 (CoRR, 2013)

Transfer Learning for Voice Activity Detection: A Denoising Deep Neural Network Perspective - Xiao-Lei Zhang 001; Ji Wu 002 (CoRR, 2013)

Convex Discriminative Multitask Clustering - Xiao-Lei Zhang 001; Ji Wu 002 (CoRR, 2013)

Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach - Xiao-Lei Zhang 001; Ji Wu 002 (CoRR, 2013)

Deep Belief Networks Based Voice Activity Detection. - Xiao-Lei Zhang 001; Ji Wu 002 (IEEE Trans. Speech Audio Process., 2013)

Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. - Xiao-Lei Zhang 001 (ACML, 2014)

Unsupervised domain adaptation for deep neural network based voice activity detection. - Xiao-Lei Zhang 001 (ICASSP, 2014)

Boosted deep neural networks and multi-resolution cochleagram features for voice activity detection. - Xiao-Lei Zhang 001; DeLiang Wang (INTERSPEECH, 2014)

Multi-resolution stacking for speech separation based on boosted DNN. - Xiao-Lei Zhang 001; DeLiang Wang (INTERSPEECH, 2015)

Unsupervised model compression for multilayer bootstrap networks. - Xiao-Lei Zhang 001 (CoRR, 2015)

Multilayer bootstrap network for unsupervised speaker recognition. - Xiao-Lei Zhang 001 (CoRR, 2015)

Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Recognition. - Xiao-Lei Zhang 001 (CoRR, 2015)

Convex Discriminative Multitask Clustering. - Xiao-Lei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach. - Xiao-Lei Zhang 001 (IEEE Trans. Cybern., 2015)

Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering. - Xiao-Lei Zhang 001 (INTERSPEECH, 2016)

Boosting Contextual Information for Deep Neural Network Based Voice Activity Detection. - Xiao-Lei Zhang 001; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

A Deep Ensemble Learning Method for Monaural Speech Separation. - Xiao-Lei Zhang 001; DeLiang Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Speech separation by cost-sensitive deep learning. - Xiao-Lei Zhang 001 (APSIPA, 2017)

Learning the kernel matrix by resampling. - Xiao-Lei Zhang 001 (CoRR, 2017)

An Investigation of Speaker Clustering Algorithms in Adverse Acoustic Environments. - Meng-Zhen Li; Xiao-Lei Zhang 001 (APSIPA, 2018)

Cosine Metric Learning for Speaker Verification in the I-vector Space. - Zhongxin Bai; Xiao-Lei Zhang 001; Jingdong Chen (INTERSPEECH, 2018)

Linear Regression for Speaker Verification. - Xiao-Lei Zhang 001 (CoRR, 2018)

Multilayer bootstrap networks. - Xiao-Lei Zhang 001 (Neural Networks, 2018)

Domain Adaptation Neural Network for Acoustic Scene Classification in Mismatched Conditions. - Rui Wang; Mou Wang; Xiao-Lei Zhang 001; Susanto Rahardja (APSIPA, 2019)

Hybrid Constant-Q Transform Based CNN Ensemble for Acoustic Scene Classification. - Mou Wang; Rui Wang; Xiao-Lei Zhang 001; Susanto Rahardja (APSIPA, 2019)

Boosting Spatial Information for Deep Learning Based Multichannel Speaker-Independent Speech Separation In Reverberant Environments. - Ziye Yang; Xiao-Lei Zhang 001 (APSIPA, 2019)

AUC Optimization for Deep Learning Based Voice Activity Detection. - Zi-Chen Fan; Zhongxin Bai; Xiao-Lei Zhang 001; Susanto Rahardja; Jingdong Chen (ICASSP, 2019)

Robust Sparse Multichannel Active Noise Control. - Jingli Xie; Danqi Jin; Wen Zhang 002; Xiao-Lei Zhang 001; Jie Chen 022; DeLiang Wang (ICASSP, 2019)

Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks. - Ziye Yang; Xiao-Lei Zhang 001 (CoRR, 2019)

Phase-Aware Speech Enhancement Based on Deep Neural Networks. - Naijun Zheng; Xiao-Lei Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Multi-channel Speech Separation Using Deep Embedding With Multilayer Bootstrap Networks. - Ziye Yang; Xiao-Lei Zhang 001; Zhonghua Fu (APSIPA, 2020)

Partial AUC Optimization Based Deep Speaker Embeddings with Class-Center Learning for Text-Independent Speaker Verification. - Zhongxin Bai; Xiao-Lei Zhang 001; Jingdong Chen (ICASSP, 2020)

Deep Topic Modeling by Multilayer Bootstrap Network and Lasso. - Jianyu Wang; Xiao-Lei Zhang 001 (ICPR, 2020)

Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting. - Menglong Xu; Xiao-Lei Zhang 001 (INTERSPEECH, 2020)

Partial AUC Metric Learning Based Speaker Verification Back-End. - Zhongxin Bai; Xiao-Lei Zhang 001; Jingdong Chen (Odyssey, 2020)

Cosine metric learning based speaker verification. - Zhongxin Bai; Xiao-Lei Zhang 001; Jingdong Chen (Speech Commun., 2020)

Speaker Verification by Partial AUC Optimization With Mahalanobis Distance Metric Learning. - Zhongxin Bai; Xiao-Lei Zhang 001; Jingdong Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays. - Shanzheng Guan; Shupei Liu; Junqi Chen 001; Wenbo Zhu; Shengqiang Li; Xu Tan 004; Ziye Yang; Menglong Xu; Yijiang Chen; Chengdong Liang; Jianyu Wang; Xiao-Lei Zhang 001 (APSIPA ASC, 2021)

Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. - Shengqiang Li; Menglong Xu; Xiao-Lei Zhang 001 (APSIPA ASC, 2021)

Efficient conformer-based speech recognition with linear attention. - Shengqiang Li; Menglong Xu; Xiao-Lei Zhang 001 (APSIPA ASC, 2021)

Attention-based multi-channel speaker verification with ad-hoc microphone arrays. - Chengdong Liang; Junqi Chen 001; Shanzheng Guan; Xiao-Lei Zhang 001 (APSIPA ASC, 2021)

Minimum-volume regularized ILRMA for blind audio source separation. - Jianyu Wang; Shanzheng Guan; Xiao-Lei Zhang 001 (APSIPA ASC, 2021)

A comparison of handcrafted, parameterized, and learnable features for speech separation. - Wenbo Zhu; Mou Wang; Xiao-Lei Zhang 001; Susanto Rahardja (APSIPA ASC, 2021)

Speech Enhancement Aided End-To-End Multi-Task Learning for Voice Activity Detection. - Xu Tan; Xiao-Lei Zhang 001 (ICASSP, 2021)

Transformer-Based End-to-End Speech Recognition with Local Dense Synthesizer Attention. - Menglong Xu; Shengqiang Li; Xiao-Lei Zhang 001 (ICASSP, 2021)

Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays. - Junqi Chen 001; Xiao-Lei Zhang 001 (Interspeech, 2021)

Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation. - Jianyu Wang; Shanzheng Guan; Xiao-Lei Zhang 001 (CoRR, 2021)

Unsupervised Ensemble Selection for Multilayer Bootstrap Networks. - Xiao-Lei Zhang 001 (CoRR, 2021)

AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. - Menglong Xu; Shengqiang Li; Chengdong Liang; Xiao-Lei Zhang 001 (CoRR, 2021)

Frame-level multi-channel speaker verification with large-scale ad-hoc microphone arrays. - Chengdong Liang; Jiadi Yao; Xiao-Lei Zhang 001 (CoRR, 2021)

Deep ad-hoc beamforming. - Xiao-Lei Zhang 001 (Comput. Speech Lang., 2021)

Speaker recognition based on deep learning: An overview. - Zhongxin Bai; Xiao-Lei Zhang 001 (Neural Networks, 2021)

Minimum-Volume Multichannel Nonnegative Matrix Factorization for Blind Audio Source Separation. - Jianyu Wang; Shanzheng Guan; Shupei Liu; Xiao-Lei Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

End-To-End Multi-Modal Speech Recognition with Air and Bone Conducted Speech. - Junqi Chen 001; Mou Wang; Xiao-Lei Zhang 001; Zhiyong Huang 001; Susanto Rahardja (ICASSP, 2022)

Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays. - Chengdong Liang; Yijiang Chen; Jiadi Yao; Xiao-Lei Zhang 001 (INTERSPEECH, 2022)

Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. - Menglong Xu; Shengqiang Li; Chengdong Liang; Xiao-Lei Zhang 001 (INTERSPEECH, 2022)

Multi-modal emotion recognition using EEG and speech signals. - Qian Wang; Mou Wang; Yan Yang; Xiaolei Zhang 001 (Comput. Biol. Medicine, 2022)

End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays. - Yijun Gong; Shupei Liu; Xiao-Lei Zhang 001 (CoRR, 2022)

Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays. - Shupei Liu; Yijun Gong; Xiao-Lei Zhang 001; Xuelong Li 001 (CoRR, 2022)

AUC optimization for deep learning-based voice activity detection. - Xiao-Lei Zhang 001; Menglong Xu (EURASIP J. Audio Speech Music. Process., 2022)

Deep ad-hoc beamforming based on speaker extraction for target-dependent speech separation. - Ziye Yang; Shanzheng Guan; Xiao-Lei Zhang 001 (Speech Commun., 2022)

End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy. - Zhongxin Bai; Jianyu Wang; Xiao-Lei Zhang 001; Jingdong Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames. - Chengdong Liang; Xiao-Lei Zhang 001; Binbin Zhang; Di Wu 061; Shengqiang Li; Xingchen Song; Zhendong Peng; Fuping Pan (ICASSP, 2023)

Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. - Jun Qi 002; Xiao-Lei Zhang 001; Javier Tejedor (ICASSP, 2023)

Wekws: A Production First Small-Footprint End-to-End Keyword Spotting Toolkit. - Jie Wang; Menglong Xu; Jingyong Hou; Binbin Zhang; Xiao-Lei Zhang 001; Lei Xie 001; Fuping Pan (ICASSP, 2023)

Branch-ECAPA-TDNN: A Parallel Branch Architecture to Capture Local and Global Features for Speaker Verification. - Jiadi Yao; Chengdong Liang; Zhendong Peng; Binbin Zhang; Xiao-Lei Zhang 001 (INTERSPEECH, 2023)

Interpretable Spectrum Transformation Attacks to Speaker Recognition. - Jiadi Yao; Hong Luo; Xiao-Lei Zhang 001 (CoRR, 2023)

Spatial-temporal Graph Based Multi-channel Speaker Verification With Ad-hoc Microphone Arrays. - Yijiang Chen; Chengdong Liang; Xiao-Lei Zhang 001 (CoRR, 2023)

Deep NMF topic modeling. - Jianyu Wang; Xiao-Lei Zhang 001 (Neurocomputing, 2023)

Symmetric Saliency-Based Adversarial Attack to Speaker Identification. - Jiadi Yao; Xing Chen; Xiao-Lei Zhang 001; Weiqiang Zhang 001; Kunde Yang (IEEE Signal Process. Lett., 2023)

LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification. - Xing Chen; Jie Wang; Xiao-Lei Zhang 001; Weiqiang Zhang 001; Kunde Yang (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus. - Mou Wang; Junqi Chen 001; Xiao-Lei Zhang 001; Susanto Rahardja (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Exploiting A Quantum Multiple Kernel Learning Approach For Low-Resource Spoken Command Recognition. - Xianyan Fu; Xiao-Lei Zhang 001; Chao-Han Huck Yang; Jun Qi 002 (ICASSP, 2024)

Graph Attention Based Multi-Channel U-Net for Speech Dereverberation With Ad-Hoc Microphone Arrays. - Hongmei Guo; Yijiang Chen; Xiaolei Zhang 001; Xuelong Li 001 (INTERSPEECH, 2024)

Transformer-Based End-to-End Speech Translation With Rotary Position Embedding. - Xueqing Li; Shengqiang Li; Xiao-Lei Zhang 001; Susanto Rahardja (IEEE Signal Process. Lett., 2024)

Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation. - Linfeng Feng; Yijun Gong; Zhi Liu; Xiao-Lei Zhang 001; Xuelong Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems. - Jiadi Yao; Hong Luo; Jun Qi 002; Xiao-Lei Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Multi-Resolution Convolutional Residual Neural Networks for Monaural Speech Dereverberation. - Lei Zhao; Wenbo Zhu; Shengqiang Li; Hong Luo; Xiao-Lei Zhang 001; Susanto Rahardja (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Co-Attention Based Multi-Channel TF-GridNet for Speech Separation with Ad-Hoc Microphone Arrays. - Hongmei Guo; Linfeng Feng; Yijiang Chen; Xueqing Li; Boyu Zhu; Hao-Yu Wang; Xiao-Lei Zhang 001; Xuelong Li 001 (ICASSP, 2025)

A deep clustering framework for underwater image recognition. - Lei Zhao; Xiao-Lei Zhang 001; Kunde Yang (Digit. Signal Process., 2025)

Eliminating quantization errors in classification-based sound source localization. - Linfeng Feng; Xiao-Lei Zhang 001; Xuelong Li 001 (Neural Networks, 2025)

Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR. - Hao Ma; Rujin Chen; Xiao-Lei Zhang 001; Ju Liu; Xuelong Li 001 (IEEE Signal Process. Lett., 2025)

UniForm: A Unified Diffusion Transformer for Audio-Video Generation. - Lei Zhao; Linfeng Feng; Dongxu Ge; Fangqiu Yi; Chi Zhang 012; Xiao-Lei Zhang 001; Xuelong Li 001 (CoRR, 2025)