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ORCIDXiao-Lei Zhang 0001
Xiaolei Zhang 0001
Person information
- affiliation: Northwestern Polytechnical University, Center for Intelligent Acoustics and Immersive Communications, CIAIC, School of Marine Science and Technology, China
- affiliation: Tsinghua University, Department of Electronic Engineering, Beijing, China
- affiliation (2013-2014): Ohio State University, Department of Computer Science and Engineering, Columbus, OH, USA
- affiliation (PhD 2012): Tsinghua University, Department of Information and Communication Engineering, Beijing, China
Other persons with the same name
- Xiaolei Zhang (aka: Xiao-Lei Zhang) — disambiguation page
- Xiaolei Zhang 0003 (aka: Xiao-Lei Zhang 0003) — Harbin Institute of Technology, School of Astronautics, Department of Control Science and Engineering, China
- Xiaolei Zhang 0002 — Zhejiang Gongshang University, School of Statistics and Mathematics, Hangzhou, China (and 1 more)
- Xiaolei Zhang 0004
![[0000-0002-5909-5820]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-5909-5820")
— Shantou University Medical College, Department of Medical Imaging, Second Clinical Institute, China (and 2 more) - Xiaolei Zhang 0005 — Jinling Hospital, Medical School of Nanjing University, Nanjing, China
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2020 – today
- 2024
[j29]Xueqing Li, Shengqiang Li, Xiao-Lei Zhang, Susanto Rahardja:
Transformer-Based End-to-End Speech Translation With Rotary Position Embedding. IEEE Signal Process. Lett. 31: 371-375 (2024)- [j28]Jiadi Yao, Hong Luo, Jun Qi, Xiao-Lei Zhang:
Interpretable Spectrum Transformation Attacks to Speaker Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1531-1545 (2024) - [j27]Lei Zhao, Wenbo Zhu, Shengqiang Li, Hong Luo, Xiao-Lei Zhang, Susanto Rahardja:
Multi-Resolution Convolutional Residual Neural Networks for Monaural Speech Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2338-2351 (2024) - [j26]Linfeng Feng, Yijun Gong, Zhi Liu, Xiao-Lei Zhang, Xuelong Li:
Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4013-4025 (2024) - [c40]Xianyan Fu, Xiao-Lei Zhang, Chao-Han Huck Yang, Jun Qi:
Exploiting A Quantum Multiple Kernel Learning Approach For Low-Resource Spoken Command Recognition. ICASSP 2024: 12931-12935 - 2023
- [j25]Jianyu Wang, Xiao-Lei Zhang:
Deep NMF topic modeling. Neurocomputing 515: 157-173 (2023) - [j24]Jiadi Yao, Xing Chen, Xiao-Lei Zhang, Weiqiang Zhang, Kunde Yang:
Symmetric Saliency-Based Adversarial Attack to Speaker Identification. IEEE Signal Process. Lett. 30: 1-5 (2023) - [j23]Mou Wang, Junqi Chen, Xiao-Lei Zhang, Susanto Rahardja:
End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus. IEEE ACM Trans. Audio Speech Lang. Process. 31: 513-524 (2023) - [j22]Xing Chen, Jie Wang, Xiao-Lei Zhang, Weiqiang Zhang, Kunde Yang:
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2476-2490 (2023) - [c39]Chengdong Liang, Xiao-Lei Zhang, Binbin Zhang, Di Wu, Shengqiang Li, Xingchen Song, Zhendong Peng, Fuping Pan:
Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames. ICASSP 2023: 1-5 - [c38]Jun Qi, Xiao-Lei Zhang, Javier Tejedor:
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. ICASSP 2023: 1-5 - [c37]Jie Wang, Menglong Xu, Jingyong Hou, Binbin Zhang, Xiao-Lei Zhang, Lei Xie, Fuping Pan:
Wekws: A Production First Small-Footprint End-to-End Keyword Spotting Toolkit. ICASSP 2023: 1-5 - [c36]Jiadi Yao, Chengdong Liang, Zhendong Peng, Binbin Zhang, Xiao-Lei Zhang:
Branch-ECAPA-TDNN: A Parallel Branch Architecture to Capture Local and Global Features for Speaker Verification. INTERSPEECH 2023: 1943-1947 - [i37]Jiadi Yao, Hong Luo, Xiao-Lei Zhang:
Interpretable Spectrum Transformation Attacks to Speaker Recognition. CoRR abs/2302.10686 (2023) - [i36]Jun Qi, Xiao-Lei Zhang, Javier Tejedor:
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. CoRR abs/2303.08116 (2023) - [i35]Yijiang Chen, Chengdong Liang, Xiao-Lei Zhang:
Spatial-temporal Graph Based Multi-channel Speaker Verification With Ad-hoc Microphone Arrays. CoRR abs/2307.01386 (2023) - 2022
- [j21]Qian Wang, Mou Wang, Yan Yang, Xiaolei Zhang:
Multi-modal emotion recognition using EEG and speech signals. Comput. Biol. Medicine 149: 105907 (2022) - [j20]Xiao-Lei Zhang, Menglong Xu:
AUC optimization for deep learning-based voice activity detection. EURASIP J. Audio Speech Music. Process. 2022(1): 27 (2022) - [j19]Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang:
Deep ad-hoc beamforming based on speaker extraction for target-dependent speech separation. Speech Commun. 140: 87-97 (2022) - [j18]Zhongxin Bai, Jianyu Wang, Xiao-Lei Zhang, Jingdong Chen:
End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-Entropy. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1330-1344 (2022) - [c35]Junqi Chen, Mou Wang, Xiao-Lei Zhang, Zhiyong Huang, Susanto Rahardja:
End-To-End Multi-Modal Speech Recognition with Air and Bone Conducted Speech. ICASSP 2022: 6052-6056 - [c34]Menglong Xu, Shengqiang Li, Chengdong Liang, Xiao-Lei Zhang:
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. INTERSPEECH 2022: 3278-3282 - [c33]Chengdong Liang, Yijiang Chen, Jiadi Yao, Xiao-Lei Zhang:
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays. INTERSPEECH 2022: 3679-3683 - [i34]Yijun Gong, Shupei Liu, Xiao-Lei Zhang:
End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays. CoRR abs/2210.08484 (2022) - [i33]Shupei Liu, Yijun Gong, Xiao-Lei Zhang, Xuelong Li:
Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays. CoRR abs/2210.10265 (2022) - [i32]Jie Wang, Menglong Xu, Jingyong Hou, Binbin Zhang, Xiao-Lei Zhang, Lei Xie, Fuping Pan:
WeKws: A production first small-footprint end-to-end Keyword Spotting Toolkit. CoRR abs/2210.16743 (2022) - [i31]Jiadi Yao, Xing Chen, Xiao-Lei Zhang, Wei-Qiang Zhang, Kunde Yang:
Symmetric Saliency-based Adversarial Attack To Speaker Identification. CoRR abs/2210.16777 (2022) - [i30]Xing Chen, Jie Wang, Xiao-Lei Zhang, Wei-Qiang Zhang, Kunde Yang:
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker Verification. CoRR abs/2211.00825 (2022) - [i29]Chengdong Liang, Xiao-Lei Zhang, Binbin Zhang, Di Wu, Shengqiang Li, Xingchen Song, Zhendong Peng, Fuping Pan:
Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames. CoRR abs/2211.00941 (2022) - 2021
- [j17]Xiao-Lei Zhang:
Deep ad-hoc beamforming. Comput. Speech Lang. 68: 101201 (2021) - [j16]Zhongxin Bai, Xiao-Lei Zhang:
Speaker recognition based on deep learning: An overview. Neural Networks 140: 65-99 (2021) - [j15]Jianyu Wang, Shanzheng Guan, Shupei Liu, Xiao-Lei Zhang:
Minimum-Volume Multichannel Nonnegative Matrix Factorization for Blind Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3089-3103 (2021) - [c32]Shengqiang Li, Menglong Xu, Xiao-Lei Zhang:
Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. APSIPA ASC 2021: 443-447 - [c31]Shengqiang Li, Menglong Xu, Xiao-Lei Zhang:
Efficient conformer-based speech recognition with linear attention. APSIPA ASC 2021: 448-453 - [c30]Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang:
Minimum-volume regularized ILRMA for blind audio source separation. APSIPA ASC 2021: 630-634 - [c29]Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja:
A comparison of handcrafted, parameterized, and learnable features for speech separation. APSIPA ASC 2021: 635-639 - [c28]Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang:
Attention-based multi-channel speaker verification with ad-hoc microphone arrays. APSIPA ASC 2021: 1111-1115 - [c27]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:
Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays. APSIPA ASC 2021: 1116-1120 - [c26]Menglong Xu, Shengqiang Li, Xiao-Lei Zhang:
Transformer-Based End-to-End Speech Recognition with Local Dense Synthesizer Attention. ICASSP 2021: 5899-5903 - [c25]Xu Tan, Xiao-Lei Zhang:
Speech Enhancement Aided End-To-End Multi-Task Learning for Voice Activity Detection. ICASSP 2021: 6823-6827 - [c24]Junqi Chen, Xiao-Lei Zhang:
Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays. Interspeech 2021: 291-295 - [i28]Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang:
Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation. CoRR abs/2101.06398 (2021) - [i27]Jianyu Wang, Xiao-Lei Zhang:
Deep NMF Topic Modeling. CoRR abs/2102.12998 (2021) - [i26]Junqi Chen, Xiao-Lei Zhang:
Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays. CoRR abs/2103.15305 (2021) - [i25]Shengqiang Li, Menglong Xu, Xiao-Lei Zhang:
Efficient conformer-based speech recognition with linear attention. CoRR abs/2104.06865 (2021) - [i24]Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang:
Attention-based multi-channel speaker verification with ad-hoc microphone arrays. CoRR abs/2107.00178 (2021) - [i23]Xiao-Lei Zhang:
Unsupervised Ensemble Selection for Multilayer Bootstrap Networks. CoRR abs/2107.02071 (2021) - [i22]Menglong Xu, Shengqiang Li, Chengdong Liang, Xiao-Lei Zhang:
AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. CoRR abs/2107.05859 (2021) - [i21]Shengqiang Li, Menglong Xu, Xiao-Lei Zhang:
Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. CoRR abs/2107.05907 (2021) - [i20]Chengdong Liang, Jiadi Yao, Xiao-Lei Zhang:
Frame-level multi-channel speaker verification with large-scale ad-hoc microphone arrays. CoRR abs/2110.05975 (2021) - 2020
- [j14]Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen:
Cosine metric learning based speaker verification. Speech Commun. 118: 10-20 (2020) - [j13]Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen:
Speaker Verification by Partial AUC Optimization With Mahalanobis Distance Metric Learning. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1533-1548 (2020) - [c23]Ziye Yang, Xiao-Lei Zhang, Zhonghua Fu:
Multi-channel Speech Separation Using Deep Embedding With Multilayer Bootstrap Networks. APSIPA 2020: 716-719 - [c22]Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen:
Partial AUC Optimization Based Deep Speaker Embeddings with Class-Center Learning for Text-Independent Speaker Verification. ICASSP 2020: 6819-6823 - [c21]Jianyu Wang, Xiao-Lei Zhang:
Deep Topic Modeling by Multilayer Bootstrap Network and Lasso. ICPR 2020: 2470-2475 - [c20]Menglong Xu, Xiao-Lei Zhang:
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting. INTERSPEECH 2020: 2547-2551 - [c19]Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen:
Partial AUC Metric Learning Based Speaker Verification Back-End. Odyssey 2020: 380-384 - [i19]Menglong Xu, Xiao-Lei Zhang:
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-footprint Keyword Spotting. CoRR abs/2004.12200 (2020) - [i18]Menglong Xu, Shengqiang Li, Xiao-Lei Zhang:
Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention. CoRR abs/2010.12155 (2020) - [i17]Xu Tan, Xiao-Lei Zhang:
Speech enhancement aided end-to-end multi-task learning for voice activity detection. CoRR abs/2010.12484 (2020) - [i16]Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja:
A comparison of handcrafted, parameterized, and learnable features for speech separation. CoRR abs/2011.14295 (2020) - [i15]Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang:
Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation. CoRR abs/2012.00403 (2020)
2010 – 2019
- 2019
- [j12]Naijun Zheng, Xiao-Lei Zhang:
Phase-Aware Speech Enhancement Based on Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 27(1): 63-76 (2019) - [c18]Rui Wang, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja:
Domain Adaptation Neural Network for Acoustic Scene Classification in Mismatched Conditions. APSIPA 2019: 1501-1505 - [c17]Ziye Yang, Xiao-Lei Zhang:
Boosting Spatial Information for Deep Learning Based Multichannel Speaker-Independent Speech Separation In Reverberant Environments. APSIPA 2019: 1506-1510 - [c16]Mou Wang, Rui Wang, Xiao-Lei Zhang, Susanto Rahardja:
Hybrid Constant-Q Transform Based CNN Ensemble for Acoustic Scene Classification. APSIPA 2019: 1511-1516 - [c15]Jingli Xie, Danqi Jin, Wen Zhang, Xiao-Lei Zhang, Jie Chen, DeLiang Wang:
Robust Sparse Multichannel Active Noise Control. ICASSP 2019: 521-525 - [c14]Zi-Chen Fan, Zhongxin Bai, Xiao-Lei Zhang, Susanto Rahardja, Jingdong Chen:
AUC Optimization for Deep Learning Based Voice Activity Detection. ICASSP 2019: 6760-6764 - [i14]Ziye Yang, Xiao-Lei Zhang:
Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks. CoRR abs/1910.10912 (2019) - [i13]Jianyu Wang, Xiao-Lei Zhang:
Deep topic modeling by multilayer bootstrap network and lasso. CoRR abs/1910.10953 (2019) - [i12]Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen:
Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification. CoRR abs/1911.08077 (2019) - 2018
- [j11]Xiao-Lei Zhang:
Multilayer bootstrap networks. Neural Networks 103: 29-43 (2018) - [c13]Meng-Zhen Li, Xiao-Lei Zhang:
An Investigation of Speaker Clustering Algorithms in Adverse Acoustic Environments. APSIPA 2018: 1462-1466 - [c12]Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen:
Cosine Metric Learning for Speaker Verification in the I-vector Space. INTERSPEECH 2018: 1126-1130 - [i11]Xiao-Lei Zhang:
Linear Regression for Speaker Verification. CoRR abs/1802.04113 (2018) - 2017
- [c11]Xiao-Lei Zhang:
Speech separation by cost-sensitive deep learning. APSIPA 2017: 159-162 - [i10]Xiao-Lei Zhang:
Learning the kernel matrix by resampling. CoRR abs/1708.00365 (2017) - 2016
- [j10]Xiao-Lei Zhang, DeLiang Wang:
Boosting Contextual Information for Deep Neural Network Based Voice Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. 24(2): 252-264 (2016) - [j9]Xiao-Lei Zhang, DeLiang Wang:
A Deep Ensemble Learning Method for Monaural Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 24(5): 967-977 (2016) - [c10]Xiao-Lei Zhang:
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering. INTERSPEECH 2016: 1858-1862 - 2015
- [j8]Xiao-Lei Zhang:
Convex Discriminative Multitask Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 28-40 (2015) - [j7]Xiao-Lei Zhang:
Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach. IEEE Trans. Cybern. 45(2): 289-301 (2015) - [c9]Xiao-Lei Zhang, DeLiang Wang:
Multi-resolution stacking for speech separation based on boosted DNN. INTERSPEECH 2015: 1745-1749 - [i9]Xiao-Lei Zhang:
Unsupervised model compression for multilayer bootstrap networks. CoRR abs/1503.06452 (2015) - [i8]Xiao-Lei Zhang:
Multilayer bootstrap network for unsupervised speaker recognition. CoRR abs/1509.06095 (2015) - [i7]Xiao-Lei Zhang:
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Recognition. CoRR abs/1509.07298 (2015) - 2014
- [c8]Xiao-Lei Zhang:
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. ACML 2014 - [c7]Xiao-Lei Zhang:
Unsupervised domain adaptation for deep neural network based voice activity detection. ICASSP 2014: 6864-6868 - [c6]Xiao-Lei Zhang, DeLiang Wang:
Boosted deep neural networks and multi-resolution cochleagram features for voice activity detection. INTERSPEECH 2014: 1534-1538 - [i6]Xiao-Lei Zhang:
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. CoRR abs/1408.0848 (2014) - 2013
- [j6]Xiao-Lei Zhang, Ji Wu:
Deep Belief Networks Based Voice Activity Detection. IEEE Trans. Speech Audio Process. 21(4): 697-710 (2013) - [c5]Xiao-Lei Zhang, Ji Wu:
Denoising deep neural networks based voice activity detection. ICASSP 2013: 853-857 - [c4]Xiao-Lei Zhang, Ji Wu:
Weight optimization and layered clustering-based ECOC. ICASSP 2013: 3477-3481 - [i5]Xiao-Lei Zhang, Ji Wu:
Denoising Deep Neural Networks Based Voice Activity Detection. CoRR abs/1303.0663 (2013) - [i4]Xiao-Lei Zhang, Ji Wu:
Transfer Learning for Voice Activity Detection: A Denoising Deep Neural Network Perspective. CoRR abs/1303.2104 (2013) - [i3]Xiao-Lei Zhang, Ji Wu:
Convex Discriminative Multitask Clustering. CoRR abs/1303.2130 (2013) - [i2]Xiao-Lei Zhang, Ji Wu:
Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach. CoRR abs/1303.2132 (2013) - [i1]Xiao-Lei Zhang:
Learning Deep Representations By Distributed Random Samplings. CoRR abs/1312.4405 (2013) - 2012
- [j5]Jiuling Zhang, Beixing Deng, Xing Li, Xiao-Lei Zhang:
Secure Ranking over Encrypted Documents. IEICE Trans. Inf. Syst. 95-D(12): 2954-2955 (2012) - [j4]Xiao-Lei Zhang, Ji Wu:
Linearithmic Time Sparse and Convex Maximum Margin Clustering. IEEE Trans. Syst. Man Cybern. Part B 42(6): 1669-1692 (2012) - [c3]Xiao-Lei Zhang, Ji Wu, Zhipeng Chen, Ping Lv:
Optimized weighted decoding for error-correcting output codes. ICASSP 2012: 2101-2104 - [c2]Qinghua Wu, Xiao-Lei Zhang, Ping Lv, Ji Wu:
Perceptual similarity between audio clips and feature selection for its measurement. ISCSLP 2012: 387-391 - 2011
- [j3]Ji Wu, Xiao-Lei Zhang:
An efficient voice activity detection algorithm by combining statistical model and energy detection. EURASIP J. Adv. Signal Process. 2011: 18 (2011) - [j2]Ji Wu, Xiao-Lei Zhang:
Maximum Margin Clustering Based Statistical VAD With Multiple Observation Compound Feature. IEEE Signal Process. Lett. 18(5): 283-286 (2011) - [j1]Ji Wu, Xiao-Lei Zhang:
Efficient Multiple Kernel Support Vector Machine Based Voice Activity Detection. IEEE Signal Process. Lett. 18(8): 466-469 (2011) - 2010
- [c1]Ji Wu, Xiao-Lei Zhang, Wei Li:
A new VAD framework using statistical model and human knowledge based empirical rule. INTERSPEECH 2010: 3090-3093
Coauthor Index
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