Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Xiao-Lei Zhang

Transformer-based end-to-end speech recognition with residual Gaussian-based self-attention


Apr 02, 2021
Chengdong Liang, Menglong Xu, Xiao-Lei Zhang


  Access Paper or Ask Questions

Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays


Apr 01, 2021
Junqi Chen, Xiao-Lei Zhang


  Access Paper or Ask Questions

Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays


Mar 30, 2021
Shanzheng Guan, Shupei Liu, Junqi Chen, Wenbo Zhu, Shengqiang Li, Xu Tan, Ziye Yang, Menglong Xu, Yijiang Chen, Jianyu Wang, Xiao-Lei Zhang


  Access Paper or Ask Questions

Deep NMF Topic Modeling


Feb 24, 2021
JianYu Wang, Xiao-Lei Zhang


  Access Paper or Ask Questions

Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation


Jan 16, 2021
Jianyu Wang, Shanzheng Guan, Xiao-Lei Zhang


  Access Paper or Ask Questions

Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation


Dec 01, 2020
Ziye Yang, Shanzheng Guan, Xiao-Lei Zhang


  Access Paper or Ask Questions

Speech enhancement aided end-to-end multi-task learning for voice activity detection


Oct 23, 2020
Xu Tan, Xiao-Lei Zhang


  Access Paper or Ask Questions

Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention


Oct 23, 2020
Menglong Xu, Shengqiang Li, Xiao-Lei Zhang

* 5 pages, 3 figures 

  Access Paper or Ask Questions

Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification


Nov 19, 2019
Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen


  Access Paper or Ask Questions

Deep topic modeling by multilayer bootstrap network and lasso


Oct 24, 2019
Jianyu Wang, Xiao-Lei Zhang


  Access Paper or Ask Questions

Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks


Oct 24, 2019
Ziye Yang, Xiao-Lei Zhang


  Access Paper or Ask Questions

Multilayer bootstrap networks


Mar 06, 2018
Xiao-Lei Zhang

* accepted for publication by Neural Networks 

  Access Paper or Ask Questions

Learning the kernel matrix by resampling


Aug 01, 2017
Xiao-Lei Zhang


  Access Paper or Ask Questions

Multilayer bootstrap network for unsupervised speaker recognition


Sep 21, 2015
Xiao-Lei Zhang


  Access Paper or Ask Questions

Unsupervised model compression for multilayer bootstrap networks


Mar 22, 2015
Xiao-Lei Zhang


  Access Paper or Ask Questions

Deep Distributed Random Samplings for Supervised Learning: An Alternative to Random Forests?


Jan 28, 2015
Xiao-Lei Zhang

* This paper has been withdrawn by the author. The idea is wrong and is no longer to be posed on site. The paper will no longer be updated 

  Access Paper or Ask Questions

Heuristic Ternary Error-Correcting Output Codes Via Weight Optimization and Layered Clustering-Based Approach


Apr 23, 2014
Xiao-Lei Zhang


  Access Paper or Ask Questions

Simple Deep Random Model Ensemble


Jan 02, 2014
Xiao-Lei Zhang, Ji Wu

* This paper has been withdrawn by the author due to a lack of full empirical evaluation. More advanced method has been developed. This method has been fully out of date 

  Access Paper or Ask Questions

Learning Deep Representation Without Parameter Inference for Nonlinear Dimensionality Reduction


Jan 02, 2014
Xiao-Lei Zhang

* This paper has been withdrawn by the author due to a lack of full empirical evaluation 

  Access Paper or Ask Questions

Learning Deep Representations By Distributed Random Samplings


Dec 16, 2013
Xiao-Lei Zhang


  Access Paper or Ask Questions

Convex Discriminative Multitask Clustering


Oct 21, 2013
Xiao-Lei Zhang


  Access Paper or Ask Questions

Transfer Learning for Voice Activity Detection: A Denoising Deep Neural Network Perspective


Mar 08, 2013
Xiao-Lei Zhang, Ji Wu

* This paper has been submitted to the conference "INTERSPEECH2013" in March 4, 2013 for review 

  Access Paper or Ask Questions

Denoising Deep Neural Networks Based Voice Activity Detection


Mar 04, 2013
Xiao-Lei Zhang, Ji Wu

* This paper has been accepted by IEEE ICASSP-2013, and will be published online after May, 2013 

  Access Paper or Ask Questions