Xiao-Lei Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 81

Top Venues

CoRR

ICASSP

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Xiao-Lei Zhang, Xuelong Li
Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering. Pattern Recognit. 156 (2024)
Lei Zhao, Xiao-Lei Zhang
A Hierarchical Multi-Proxy Loss with Dynamic Main-Proxy for Deep Metric Learning. ICASSP (2024)
Jun Qi, Xiao-Lei Zhang, Javier Tejedor
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. CoRR (2023)
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 (2023)
Jiadi Yao, Hong Luo, Xiao-Lei Zhang
Interpretable Spectrum Transformation Attacks to Speaker Recognition. CoRR (2023)
Yibo Bai, Xiao-Lei Zhang
Diffusion-Based Adversarial Purification for Speaker Verification. CoRR (2023)
Jiadi Yao, Xing Chen, Xiao-Lei Zhang, Weiqiang Zhang, Kunde Yang
Symmetric Saliency-Based Adversarial Attack to Speaker Identification. IEEE Signal Process. Lett. 30 (2023)
Xiao-Lei Zhang, Lei Xie, Eric Fosler-Lussier, Emmanuel Vincent
Guest editorial: Special issue on advances in deep learning based speech processing. Neural Networks 158 (2023)
Jianyu Wang, Xiao-Lei Zhang
Deep NMF topic modeling. Neurocomputing 515 (2023)
Linfeng Feng, Yijun Gong, Xiao-Lei Zhang
Soft Label Coding for end-to-end Sound Source Localization with ad-hoc Microphone Arrays. ICASSP (2023)
Jie Wang, Xiao-Lei Zhang
Improving pseudo labels with intra-class similarity for unsupervised domain adaptation. Pattern Recognit. 138 (2023)
Jun Qi, Xiao-Lei Zhang, Javier Tejedor
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. ICASSP (2023)
Chengdong Liang, Yijiang Chen, Jiadi Yao, Xiao-Lei Zhang
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays. INTERSPEECH (2022)
Shupei Liu, Yijun Gong, Xiao-Lei Zhang, Xuelong Li
Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays. CoRR (2022)
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 (2022)
Yijun Gong, Xiao-Lei Zhang
DP-Means: An Efficient Bayesian Nonparametric Model for Speaker Diarization. Odyssey (2022)
Jiadi Yao, Xing Chen, Xiao-Lei Zhang, Wei-Qiang Zhang, Kunde Yang
Symmetric Saliency-based Adversarial Attack To Speaker Identification. CoRR (2022)
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)
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 (2022)
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 (2022)
Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang
Deep ad-hoc beamforming based on speaker extraction for target-dependent speech separation. Speech Commun. 140 (2022)
Jie Wang, Xiao-Lei Zhang
Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation. CoRR (2022)
Yijun Gong, Shupei Liu, Xiao-Lei Zhang
End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays. CoRR (2022)
Xiao-Lei Zhang, Menglong Xu
AUC optimization for deep learning-based voice activity detection. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Wei-Jun Pan, Yuan-Fei Leng, Tian-Yi Wu, Ya-Xing Xu, Xiao-Lei Zhang
Conv-Wake: A Lightweight Framework for Aircraft Wake Recognition. J. Sensors 2022 (2022)
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)
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 (2022)
Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. CoRR (2021)
Menglong Xu, Shengqiang Li, Xiao-Lei Zhang
Transformer-Based End-to-End Speech Recognition with Local Dense Synthesizer Attention. ICASSP (2021)
Xiao-Lei Zhang
Unsupervised Ensemble Selection for Multilayer Bootstrap Networks. CoRR (2021)
Junqi Chen, Xiao-Lei Zhang
Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays. CoRR (2021)
Zhongxin Bai, Xiao-Lei Zhang
Speaker recognition based on deep learning: An overview. Neural Networks 140 (2021)
Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang
Attention-based multi-channel speaker verification with ad-hoc microphone arrays. APSIPA ASC (2021)
Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
Efficient conformer-based speech recognition with linear attention. CoRR (2021)
Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
Efficient conformer-based speech recognition with linear attention. APSIPA ASC (2021)
Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang
Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation. CoRR (2021)
Xiao-Lei Zhang
Deep ad-hoc beamforming. Comput. Speech Lang. 68 (2021)
Chengdong Liang, Menglong Xu, Xiao-Lei Zhang
Transformer-based end-to-end speech recognition with residual Gaussian-based self-attention. CoRR (2021)
Xu Tan, Xiao-Lei Zhang
Speech Enhancement Aided End-To-End Multi-Task Learning for Voice Activity Detection. ICASSP (2021)
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 (2021)
Jianyu Wang, Xiao-Lei Zhang
Deep NMF Topic Modeling. CoRR (2021)
Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang
Attention-based multi-channel speaker verification with ad-hoc microphone arrays. CoRR (2021)
Shengqiang Li, Menglong Xu, Xiao-Lei Zhang
Conformer-based End-to-end Speech Recognition With Rotary Position Embedding. APSIPA ASC (2021)
Chengdong Liang, Jiadi Yao, Xiao-Lei Zhang
Frame-level multi-channel speaker verification with large-scale ad-hoc microphone arrays. CoRR (2021)
Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang
Minimum-volume regularized ILRMA for blind audio source separation. APSIPA ASC (2021)
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)
Menglong Xu, Shengqiang Li, Chengdong Liang, Xiao-Lei Zhang
AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data. CoRR (2021)
Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja
A comparison of handcrafted, parameterized, and learnable features for speech separation. APSIPA ASC (2021)
Junqi Chen, Xiao-Lei Zhang
Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays. Interspeech (2021)
Menglong Xu, Xiao-Lei Zhang
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-footprint Keyword Spotting. CoRR (2020)
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)
Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang
Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation. CoRR (2020)
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 (2020)
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
Cosine metric learning based speaker verification. Speech Commun. 118 (2020)
Xu Tan, Xiao-Lei Zhang
Speech enhancement aided end-to-end multi-task learning for voice activity detection. CoRR (2020)
Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja
A comparison of handcrafted, parameterized, and learnable features for speech separation. CoRR (2020)
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
Partial AUC Metric Learning Based Speaker Verification Back-End. Odyssey (2020)
Menglong Xu, Xiao-Lei Zhang
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting. INTERSPEECH (2020)
Jianyu Wang, Xiao-Lei Zhang
Deep Topic Modeling by Multilayer Bootstrap Network and Lasso. ICPR (2020)
Menglong Xu, Shengqiang Li, Xiao-Lei Zhang
Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention. CoRR (2020)
Xiao-Lei Zhang, Anish Agarwal
Augmented Q Imitation Learning (AQIL). CoRR (2020)
Ziye Yang, Xiao-Lei Zhang, Zhonghua Fu
Multi-channel Speech Separation Using Deep Embedding With Multilayer Bootstrap Networks. APSIPA (2020)
Zi-Chen Fan, Zhongxin Bai, Xiao-Lei Zhang, Susanto Rahardja, Jingdong Chen
AUC Optimization for Deep Learning Based Voice Activity Detection. ICASSP (2019)
Jingli Xie, Danqi Jin, Wen Zhang, Xiao-Lei Zhang, Jie Chen, DeLiang Wang
Robust Sparse Multichannel Active Noise Control. ICASSP (2019)
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification. CoRR (2019)
Rui Wang, Mou Wang, Xiao-Lei Zhang, Susanto Rahardja
Domain Adaptation Neural Network for Acoustic Scene Classification in Mismatched Conditions. APSIPA (2019)
Ziye Yang, Xiao-Lei Zhang
Boosting Spatial Information for Deep Learning Based Multichannel Speaker-Independent Speech Separation In Reverberant Environments. APSIPA (2019)
Jianyu Wang, Xiao-Lei Zhang
Deep topic modeling by multilayer bootstrap network and lasso. CoRR (2019)
Naijun Zheng, Xiao-Lei Zhang
Phase-Aware Speech Enhancement Based on Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Ziye Yang, Xiao-Lei Zhang
Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks. CoRR (2019)
Mou Wang, Rui Wang, Xiao-Lei Zhang, Susanto Rahardja
Hybrid Constant-Q Transform Based CNN Ensemble for Acoustic Scene Classification. APSIPA (2019)
Xiao-Lei Zhang
Linear Regression for Speaker Verification. CoRR (2018)
Xiao-Lei Zhang, Zi-Chen Fan
Deep Ad-hoc Beamforming. CoRR (2018)
Xiao-Lei Zhang
Multilayer bootstrap networks. Neural Networks 103 (2018)
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen
Cosine Metric Learning for Speaker Verification in the I-vector Space. INTERSPEECH (2018)
Meng-Zhen Li, Xiao-Lei Zhang
An Investigation of Speaker Clustering Algorithms in Adverse Acoustic Environments. APSIPA (2018)
Xiao-Lei Zhang
Learning the kernel matrix by resampling. CoRR (2017)
Xiao-Lei Zhang
Speech separation by cost-sensitive deep learning. APSIPA (2017)
Xiao-Lei Zhang
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Clustering. INTERSPEECH (2016)
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) (2016)
Xiao-Lei Zhang, DeLiang Wang
A Deep Ensemble Learning Method for Monaural Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Xiao-Lei Zhang
Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach. IEEE Trans. Cybern. 45 (2) (2015)
Xiao-Lei Zhang
Multilayer bootstrap network for unsupervised speaker recognition. CoRR (2015)
Xiao-Lei Zhang, DeLiang Wang
Multi-resolution stacking for speech separation based on boosted DNN. INTERSPEECH (2015)
Xiao-Lei Zhang
Universal Background Sparse Coding and Multilayer Bootstrap Network for Speaker Recognition. CoRR (2015)
Xiao-Lei Zhang
Unsupervised model compression for multilayer bootstrap networks. CoRR (2015)
Xiao-Lei Zhang
Convex Discriminative Multitask Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 37 (1) (2015)
Xiao-Lei Zhang
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. CoRR (2014)
Xiao-Lei Zhang, DeLiang Wang
Boosted deep neural networks and multi-resolution cochleagram features for voice activity detection. INTERSPEECH (2014)
Xiao-Lei Zhang
Unsupervised domain adaptation for deep neural network based voice activity detection. ICASSP (2014)
Xiao-Lei Zhang
Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. ACML (2014)
Xiao-Lei Zhang, Ji Wu
Weight optimization and layered clustering-based ECOC. ICASSP (2013)
Xiao-Lei Zhang
Learning Deep Representations By Distributed Random Samplings. CoRR (2013)
Xiao-Lei Zhang, Ji Wu
Transfer Learning for Voice Activity Detection: A Denoising Deep Neural Network Perspective CoRR (2013)
Xiao-Lei Zhang, Ji Wu
Denoising deep neural networks based voice activity detection. ICASSP (2013)
Xiao-Lei Zhang, Ji Wu
Deep Belief Networks Based Voice Activity Detection. IEEE Trans. Speech Audio Process. 21 (4) (2013)
Xiao-Lei Zhang, Ji Wu
Convex Discriminative Multitask Clustering CoRR (2013)
Xiao-Lei Zhang, Ji Wu
Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach CoRR (2013)
Xiao-Lei Zhang, Ji Wu
Denoising Deep Neural Networks Based Voice Activity Detection CoRR (2013)
Qinghua Wu, Xiao-Lei Zhang, Ping Lv, Ji Wu
Perceptual similarity between audio clips and feature selection for its measurement. ISCSLP (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiao-Lei Zhang