Xiao-Lei Zhang

110 papers A 10B 1C 1Misc 15Journal 69Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A deep clustering framework for underwater image recognition. Digit. Signal Process. Lei Zhao, Xiao-Lei Zhang, Kunde Yang
2025	Misc	`conf`	Co-Attention Based Multi-Channel TF-GridNet for Speech Separation with Ad-Hoc Microphone Arrays. ICASSP Hongmei Guo, Linfeng Feng, Yijiang Chen, Xueqing Li, Boyu Zhu, Hao-Yu Wang, Xiao-Lei Zhang, Xuelong Li
2025	J	`jnl`	Eliminating quantization errors in classification-based sound source localization. Neural Networks Linfeng Feng, Xiao-Lei Zhang, Xuelong Li
2025	J	`jnl`	Enhancing Intelligibility for Generative Target Speech Extraction via Joint Optimization With Target Speaker ASR. IEEE Signal Process. Lett. Hao Ma, Rujin Chen, Xiao-Lei Zhang, Ju Liu, Xuelong Li
2025	J	`jnl`	UniForm: A Unified Diffusion Transformer for Audio-Video Generation. CoRR Lei Zhao, Linfeng Feng, Dongxu Ge, Fangqiu Yi, Chi Zhang, Xiao-Lei Zhang, Xuelong Li
2024	Misc	`conf`	Exploiting A Quantum Multiple Kernel Learning Approach For Low-Resource Spoken Command Recognition. ICASSP Xianyan Fu, Xiao-Lei Zhang, Chao-Han Huck Yang, Jun Qi
2024	J	`jnl`	Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. Jiadi Yao, Hong Luo, Jun Qi, Xiao-Lei Zhang
2024	J	`jnl`	Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation. IEEE ACM Trans. Audio Speech Lang. Process. Linfeng Feng, Yijun Gong, Zhi Liu, Xiao-Lei Zhang, Xuelong Li
2024	J	`jnl`	Multi-Resolution Convolutional Residual Neural Networks for Monaural Speech Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. Lei Zhao, Wenbo Zhu, Shengqiang Li, Hong Luo, Xiao-Lei Zhang, Susanto Rahardja
2024	J	`jnl`	Transformer-Based End-to-End Speech Translation With Rotary Position Embedding. IEEE Signal Process. Lett. Xueqing Li, Shengqiang Li, Xiao-Lei Zhang, Susanto Rahardja
2023	A	`conf`	Branch-ECAPA-TDNN: A Parallel Branch Architecture to Capture Local and Global Features for Speaker Verification. INTERSPEECH Jiadi Yao, Chengdong Liang, Zhendong Peng, Binbin Zhang, Xiao-Lei Zhang
2023	J	`jnl`	Deep NMF topic modeling. Neurocomputing Jianyu Wang, Xiao-Lei Zhang
2023	J	`jnl`	End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus. IEEE ACM Trans. Audio Speech Lang. Process. Mou Wang, Junqi Chen, Xiao-Lei Zhang, Susanto Rahardja
2023	Misc	`conf`	Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames. ICASSP Chengdong Liang, Xiao-Lei Zhang, Binbin Zhang, Di Wu, Shengqiang Li, Xingchen Song, Zhendong Peng, Fuping Pan
2023	J	`jnl`	Interpretable Spectrum Transformation Attacks to Speaker Recognition. CoRR Jiadi Yao, Hong Luo, Xiao-Lei Zhang
2023	J	`jnl`	LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification. IEEE ACM Trans. Audio Speech Lang. Process. Xing Chen, Jie Wang, Xiao-Lei Zhang, Weiqiang Zhang, Kunde Yang
2023	Misc	`conf`	Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. ICASSP Jun Qi, Xiao-Lei Zhang, Javier Tejedor
2023	J	`jnl`	Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. CoRR Jun Qi, Xiao-Lei Zhang, Javier Tejedor
2023	J	`jnl`	Spatial-temporal Graph Based Multi-channel Speaker Verification With Ad-hoc Microphone Arrays. CoRR Yijiang Chen, Chengdong Liang, Xiao-Lei Zhang
2023	J	`jnl`	Symmetric Saliency-Based Adversarial Attack to Speaker Identification. IEEE Signal Process. Lett. Jiadi Yao, Xing Chen, Xiao-Lei Zhang, Weiqiang Zhang, Kunde Yang
2023	Misc	`conf`	Wekws: A Production First Small-Footprint End-to-End Keyword Spotting Toolkit. ICASSP Jie Wang, Menglong Xu, Jingyong Hou, Binbin Zhang, Xiao-Lei Zhang, Lei Xie, Fuping Pan
2022	J	`jnl`	AUC optimization for deep learning-based voice activity detection. EURASIP J. Audio Speech Music. Process. Xiao-Lei Zhang, Menglong Xu
2022	J	`jnl`	Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays. CoRR Shupei Liu, Yijun Gong, Xiao-Lei Zhang, Xuelong Li
2022	J	`jnl`	Deep ad-hoc beamforming based on speaker extraction for target-dependent speech separation. Speech Commun. Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang
2022	Misc	`conf`	End-To-End Multi-Modal Speech Recognition with Air and Bone Conducted Speech. ICASSP Junqi Chen, Mou Wang, Xiao-Lei Zhang, Zhiyong Huang, Susanto Rahardja
2022	J	`jnl`	End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy. IEEE ACM Trans. Audio Speech Lang. Process. Zhongxin Bai, Jianyu Wang, Xiao-Lei Zhang, Jingdong Chen
2022	J	`jnl`	End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays. CoRR Yijun Gong, Shupei Liu, Xiao-Lei Zhang
2022	J	`jnl`	Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames. CoRR Chengdong Liang, Xiao-Lei Zhang, Binbin Zhang, Di Wu, Shengqiang Li, Xingchen Song, Zhendong Peng, Fuping Pan
2022	J	`jnl`	LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification. CoRR Xing Chen, Jie Wang, Xiao-Lei Zhang, Wei-Qiang Zhang, Kunde Yang
2022	A	`conf`	Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays. INTERSPEECH Chengdong Liang, Yijiang Chen, Jiadi Yao, Xiao-Lei Zhang
2022	A	`conf`	Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. INTERSPEECH Menglong Xu, Shengqiang Li, Chengdong Liang, Xiao-Lei Zhang
2022	J	`jnl`	Symmetric Saliency-based Adversarial Attack To Speaker Identification. CoRR Jiadi Yao, Xing Chen, Xiao-Lei Zhang, Wei-Qiang Zhang, Kunde Yang
2022	J	`jnl`	WeKws: A production first small-footprint end-to-end Keyword Spotting Toolkit. CoRR Jie Wang, Menglong Xu, Jingyong Hou, Binbin Zhang, Xiao-Lei Zhang, Lei Xie, Fuping Pan
2021	—	`conf`	A comparison of handcrafted, parameterized, and learnable features for speech separation. APSIPA ASC Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja
2021	J	`jnl`	AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. CoRR Menglong Xu, Shengqiang Li, Chengdong Liang, Xiao-Lei Zhang
2021	—	`conf`	Attention-based multi-channel speaker verification with ad-hoc microphone arrays. APSIPA ASC Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang
2021	J	`jnl`	Attention-based multi-channel speaker verification with ad-hoc microphone arrays. CoRR Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang
2021	—	`conf`	Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. APSIPA ASC Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
2021	J	`jnl`	Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. CoRR Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
2021	J	`jnl`	Deep NMF Topic Modeling. CoRR Jianyu Wang, Xiao-Lei Zhang
2021	J	`jnl`	Deep ad-hoc beamforming. Comput. Speech Lang. Xiao-Lei Zhang
2021	—	`conf`	Efficient conformer-based speech recognition with linear attention. APSIPA ASC Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
2021	J	`jnl`	Efficient conformer-based speech recognition with linear attention. CoRR Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
2021	J	`jnl`	Frame-level multi-channel speaker verification with large-scale ad-hoc microphone arrays. CoRR Chengdong Liang, Jiadi Yao, Xiao-Lei Zhang
2021	—	`conf`	Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays. APSIPA ASC Shanzheng Guan, Shupei Liu, Junqi Chen, Wenbo Zhu, Shengqiang Li, Xu Tan, Ziye Yang, Menglong Xu, Yijiang Chen, Chengdong Liang, Jianyu Wang, Xiao-Lei Zhang
2021	J	`jnl`	Minimum-Volume Multichannel Nonnegative Matrix Factorization for Blind Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Jianyu Wang, Shanzheng Guan, Shupei Liu, Xiao-Lei Zhang
2021	J	`jnl`	Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation. CoRR Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang
2021	—	`conf`	Minimum-volume regularized ILRMA for blind audio source separation. APSIPA ASC Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang
2021	A	`conf`	Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays. Interspeech Junqi Chen, Xiao-Lei Zhang
2021	J	`jnl`	Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays. CoRR Junqi Chen, Xiao-Lei Zhang
2021	J	`jnl`	Speaker recognition based on deep learning: An overview. Neural Networks Zhongxin Bai, Xiao-Lei Zhang
2021	Misc	`conf`	Speech Enhancement Aided End-To-End Multi-Task Learning for Voice Activity Detection. ICASSP Xu Tan, Xiao-Lei Zhang
2021	Misc	`conf`	Transformer-Based End-to-End Speech Recognition with Local Dense Synthesizer Attention. ICASSP Menglong Xu, Shengqiang Li, Xiao-Lei Zhang
2021	J	`jnl`	Unsupervised Ensemble Selection for Multilayer Bootstrap Networks. CoRR Xiao-Lei Zhang
2020	J	`jnl`	A comparison of handcrafted, parameterized, and learnable features for speech separation. CoRR Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja
2020	J	`jnl`	Cosine metric learning based speaker verification. Speech Commun. Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
2020	J	`jnl`	Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation. CoRR Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang
2020	B	`conf`	Deep Topic Modeling by Multilayer Bootstrap Network and Lasso. ICPR Jianyu Wang, Xiao-Lei Zhang
2020	A	`conf`	Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting. INTERSPEECH Menglong Xu, Xiao-Lei Zhang
2020	J	`jnl`	Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-footprint Keyword Spotting. CoRR Menglong Xu, Xiao-Lei Zhang
2020	—	`conf`	Multi-channel Speech Separation Using Deep Embedding With Multilayer Bootstrap Networks. APSIPA Ziye Yang, Xiao-Lei Zhang, Zhonghua Fu
2020	—	`conf`	Partial AUC Metric Learning Based Speaker Verification Back-End. Odyssey Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
2020	Misc	`conf`	Partial AUC Optimization Based Deep Speaker Embeddings with Class-Center Learning for Text-Independent Speaker Verification. ICASSP Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
2020	J	`jnl`	Speaker Verification by Partial AUC Optimization With Mahalanobis Distance Metric Learning. IEEE ACM Trans. Audio Speech Lang. Process. Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
2020	J	`jnl`	Speech enhancement aided end-to-end multi-task learning for voice activity detection. CoRR Xu Tan, Xiao-Lei Zhang
2020	J	`jnl`	Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention. CoRR Menglong Xu, Shengqiang Li, Xiao-Lei Zhang
2019	Misc	`conf`	AUC Optimization for Deep Learning Based Voice Activity Detection. ICASSP Zi-Chen Fan, Zhongxin Bai, Xiao-Lei Zhang, Susanto Rahardja, Jingdong Chen
2019	—	`conf`	Boosting Spatial Information for Deep Learning Based Multichannel Speaker-Independent Speech Separation In Reverberant Environments. APSIPA Ziye Yang, Xiao-Lei Zhang
2019	J	`jnl`	Deep topic modeling by multilayer bootstrap network and lasso. CoRR Jianyu Wang, Xiao-Lei Zhang
2019	—	`conf`	Domain Adaptation Neural Network for Acoustic Scene Classification in Mismatched Conditions. APSIPA Rui Wang, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja
2019	—	`conf`	Hybrid Constant-Q Transform Based CNN Ensemble for Acoustic Scene Classification. APSIPA Mou Wang, Rui Wang, Xiao-Lei Zhang, Susanto Rahardja
2019	J	`jnl`	Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks. CoRR Ziye Yang, Xiao-Lei Zhang
2019	J	`jnl`	Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification. CoRR Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
2019	J	`jnl`	Phase-Aware Speech Enhancement Based on Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. Naijun Zheng, Xiao-Lei Zhang
2019	Misc	`conf`	Robust Sparse Multichannel Active Noise Control. ICASSP JingLi Xie, Danqi Jin, Wen Zhang, Xiao-Lei Zhang, Jie Chen, DeLiang Wang
2018	—	`conf`	An Investigation of Speaker Clustering Algorithms in Adverse Acoustic Environments. APSIPA Meng-Zhen Li, Xiao-Lei Zhang
2018	A	`conf`	Cosine Metric Learning for Speaker Verification in the I-vector Space. INTERSPEECH Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
2018	J	`jnl`	Linear Regression for Speaker Verification. CoRR Xiao-Lei Zhang
2018	J	`jnl`	Multilayer bootstrap networks. Neural Networks Xiao-Lei Zhang
2017	J	`jnl`	Learning the kernel matrix by resampling. CoRR Xiao-Lei Zhang
2017	—	`conf`	Speech separation by cost-sensitive deep learning. APSIPA Xiao-Lei Zhang
2016	J	`jnl`	A Deep Ensemble Learning Method for Monaural Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Xiao-Lei Zhang, DeLiang Wang
2016	J	`jnl`	Boosting Contextual Information for Deep Neural Network Based Voice Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. Xiao-Lei Zhang, DeLiang Wang
2016	A	`conf`	Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering. INTERSPEECH Xiao-Lei Zhang
2015	J	`jnl`	Convex Discriminative Multitask Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Xiao-Lei Zhang
2015	J	`jnl`	Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach. IEEE Trans. Cybern. Xiao-Lei Zhang
2015	A	`conf`	Multi-resolution stacking for speech separation based on boosted DNN. INTERSPEECH Xiao-Lei Zhang, DeLiang Wang
2015	J	`jnl`	Multilayer bootstrap network for unsupervised speaker recognition. CoRR Xiao-Lei Zhang
2015	J	`jnl`	Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Recognition. CoRR Xiao-Lei Zhang
2015	J	`jnl`	Unsupervised model compression for multilayer bootstrap networks. CoRR Xiao-Lei Zhang
2014	A	`conf`	Boosted deep neural networks and multi-resolution cochleagram features for voice activity detection. INTERSPEECH Xiao-Lei Zhang, DeLiang Wang
2014	C	`conf`	Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. ACML Xiao-Lei Zhang
2014	J	`jnl`	Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. CoRR Xiao-Lei Zhang
2014	Misc	`conf`	Unsupervised domain adaptation for deep neural network based voice activity detection. ICASSP Xiao-Lei Zhang
2013	J	`jnl`	Convex Discriminative Multitask Clustering CoRR Xiao-Lei Zhang, Ji Wu
2013	J	`jnl`	Deep Belief Networks Based Voice Activity Detection. IEEE Trans. Speech Audio Process. Xiao-Lei Zhang, Ji Wu
2013	J	`jnl`	Denoising Deep Neural Networks Based Voice Activity Detection CoRR Xiao-Lei Zhang, Ji Wu
2013	Misc	`conf`	Denoising deep neural networks based voice activity detection. ICASSP Xiao-Lei Zhang, Ji Wu
2013	J	`jnl`	Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach CoRR Xiao-Lei Zhang, Ji Wu
2013	J	`jnl`	Learning Deep Representations By Distributed Random Samplings. CoRR Xiao-Lei Zhang
2013	J	`jnl`	Transfer Learning for Voice Activity Detection: A Denoising Deep Neural Network Perspective CoRR Xiao-Lei Zhang, Ji Wu
2013	Misc	`conf`	Weight optimization and layered clustering-based ECOC. ICASSP Xiao-Lei Zhang, Ji Wu
2012	J	`jnl`	Linearithmic Time Sparse and Convex Maximum Margin Clustering. IEEE Trans. Syst. Man Cybern. Part B Xiao-Lei Zhang, Ji Wu
2012	Misc	`conf`	Optimized weighted decoding for error-correcting output codes. ICASSP Xiao-Lei Zhang, Ji Wu, Zhipeng Chen, Ping Lv
2012	—	`conf`	Perceptual similarity between audio clips and feature selection for its measurement. ISCSLP Qinghua Wu, Xiao-Lei Zhang, Ping Lv, Ji Wu
2012	J	`jnl`	Secure Ranking over Encrypted Documents. IEICE Trans. Inf. Syst. Jiuling Zhang, Beixing Deng, Xing Li, Xiao-Lei Zhang
2011	J	`jnl`	An efficient voice activity detection algorithm by combining statistical model and energy detection. EURASIP J. Adv. Signal Process. Ji Wu, Xiao-Lei Zhang
2011	J	`jnl`	Efficient Multiple Kernel Support Vector Machine Based Voice Activity Detection. IEEE Signal Process. Lett. Ji Wu, Xiao-Lei Zhang
2011	J	`jnl`	Maximum Margin Clustering Based Statistical VAD With Multiple Observation Compound Feature. IEEE Signal Process. Lett. Ji Wu, Xiao-Lei Zhang
2010	A	`conf`	A new VAD framework using statistical model and human knowledge based empirical rule. INTERSPEECH Ji Wu, Xiao-Lei Zhang, Wei Li