Books　

• 张晓雷(著). 复杂环境下语音信号处理的深度学习方法.  清华大学出版社, 2021年12月. ISBN:9787302590002. [Xiao-Lei Zhang. Speech signal processing based on deep learning in adverse environments. Tsinghua University Press, December 2021. (in chinese)]

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Journal articles

• Jie Wang, Menglong Xu, Jingyong Hou, Binbin Zhang, Xiao-Lei Zhang, Lei Xie, and Fuping Pan, “WeKws: A production first small-footprint end-to-end Keyword Spotting Toolkit,” In Proceedings of the 47th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP’23), Rhodes Is- land, Greece, June 2023, pages X-X.
• Linfeng Feng, Yijun Gong, and Xiao-Lei Zhang, “Soft label coding for end-to-end sound source localization with ad-hoc microphone arrays,” In Proceedings of the 47th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP’23), Rhodes Island, Greece, June 2023, pages X-X.
• Jun Qi, Xiao-Lei Zhang, and Javier Tejedor, “Optimizing quantum federated learning based on federated quantum natural gradient descent,” In Proceedings of the 47th IEEE International Conference onAcoustic, Speech, and Signal Processing (ICASSP’23), Rhodes Island, Greece, June 2023, pages X-X.
• Chengdong Liang, Xiao-Lei Zhang, BinBin Zhang, Di Wu, Shengqiang Li, Xingchen Song, Zhendong Peng, and Fuping Pan, “Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames,” In Proceedings of the 47th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP’23), Rhodes Island, Greece, June 2023, pages X-X.
• Xing Chen, Jiadi Yao, and Xiao-Lei Zhang, “Masking speech feature to detect adversarial examples for speaker verification,” In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC’22), Chiang Mai, Thailand, November 2022,  pages 191-195
• Yijun Gong, Shupei Liu, and Xiao-Lei Zhang, “End-to-end two-dimensional sound source localization with ad-hoc microphone arrays,” In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC’22), Chiang Mai, Thailand, November 2022, pages 1944-1949.
• Menglong Xu, Shengqiang Li, Chengdong Liang, and Xiao-Lei Zhang. “Multiclass AUC optimization for robust small-footprint keyword spotting with limited training data,” In Proceedings of Interspeech, Incheon, Korea, September 2022, pages 3278-3282.
• Chengdong Liang, Yijiang Chen, Jiadi Yao, and Xiao-Lei Zhang. “Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays,” In Proceedings of Interspeech, Incheon, Korea, September 2022, pages 3679-3683.
• Yijun Gong and Xiao-Lei Zhang. “DP-Means: an efficient Bayesian nonparametric model for speaker diarization,” In Odyssey Workshop, Beijing, China, June 2022, pages 156-161.
• Junqi Chen, Mou Wang, Xiao-Lei Zhang, Zhiyong Huang, and Susanto Rahardja. “End-to-end multi-modal speech recognition with air and bone conducted speech.” In Proceedings of the 46th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP'22), Singapore, Singapore, May 2022, pages 6052-6056.
• Wenbo Zhu, Mou Wang, Xiao-Lei Zhang, and Susanto Rahardja. A comparison of handcrafted, parameterized, and learnable features for speech separation.  In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC'21), Tokyo, Japan, December 2021, pages 635-639.
• Shengqiang Li, Menglong Xu, and Xiao-Lei Zhang. Efficient conformer-based speech recognition with linear attention. In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC'21), Tokyo, Japan, December 2021, pages 448-453.
• Shengqiang Li, Menglong Xu, and Xiao-Lei Zhang. Conformer-based end-to-end speech recognition with rotary position embedding. In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC'21), Tokyo, Japan, December 2021, pages 443-447.
• Shanzheng Guan, Shupei Liu, Junqi Chen, Wenbo Zhu, Shengqiang Li, Xu Tan, Ziye Yang, Menglong Xu, Yijiang Chen, Chengdong Liang, Jianyu Wang, and Xiao-Lei Zhang. Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays. In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC'21), Tokyo, Japan, December 2021, pages 1116-1120.
• Chengdong Liang, Junqi Chen, Shanzheng Guan, and Xiao-Lei Zhang. Attention-based multi-channel speaker verification with ad-hoc microphone arrays. In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC'21), Tokyo, Japan, December 2021, pages 1111-1115.
• Jianyu Wang, Shanzheng Guan, and Xiao-Lei Zhang. Minimum-volume regularized ILRMA for blind audio source separation. In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC'21), Tokyo, Japan, December 2021, pages 630-634.
• Junqi Chen and Xiao-Lei Zhang. Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays. In Proceedings of Interspeech, Brno, Czech Republic, September 2021, pages 291-295. 
• Xu Tan and Xiao-Lei Zhang. Speech enhancement aided end-to-end multi-task learning for voice activity detection. In Proceedings of the 45th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2021), Toronto, Ontario, Canada, June 2021, pages 6823-6827.
• Menglong Xu,  Shengqiang Li, and Xiao-Lei Zhang. Transformer-based end-to-end speech recognition with local dense synthesizer attention. In Proceedings of the 45th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2021), Toronto, Ontario, Canada, June 2021, pages 5899-5903.
• Ziye Yang, Xiao-Lei Zhang, and Zhonghua Fu. Multi-channel speech separation using deep embedding with multilayer bootstrap networks. In Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2020), Auckland, New Zealand, December 2020, pages 716-719.
• Menglong Xu and Xiao-Lei Zhang. Depthwise separable convolutional ResNet with squeeze-and-excitation blocks for small-footprint keyword spotting. In Proceedings of Interspeech, Shanghai, China, October 2020, pages 2547-2551.
• Jian-Yu Wang and Xiao-Lei Zhang. Deep topic modeling by multilayer bootstrap networks and lasso. In Proceedings of the 25th IEEE International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, January 2021, pages 2470-2475.
• Zhongxin Bai, Xiao-Lei Zhang, and Jingdong Chen. Partial AUC metric learning based speaker verification back-end. In Proceedings of the Odyssey Workshop (Odyssey 2020), Tokyo Japan, November 2020, pages 380-384. (one of the three inaugural Jack Godfrey's Best Student Paper Award Finallists)
• Zhongxin Bai, Xiao-Lei Zhang, and Jingdong Chen. Partial AUC optimization based deep speaker embeddings with class-center learning for text-independent speaker verification. In Proceedings of the 44th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2020), Virtual Barcelona, May 2020, pages 6819-6823.
• Mou Wang, Rui Wang, Xiao-Lei Zhang, and Susanto Rahardja. A Hybrid constant-Q transform based CNN ensemble for acoustic scene classification. In Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2019), Lanzhou, China, November 2019, pages 205-209.
• Rui Wang, Mou Wang, Xiao-Lei Zhang, and Susanto Rahardja. Domain adaptation neural network for acoustic scene classification in mismatched conditions. In Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2019), Lanzhou, China, November 2019, pages 1501-1505.
• Ziye Yang and Xiao-Lei Zhang. Boosting spatial information for deep learning based multichannel speaker-independent speech separation in reverberant environments. In Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2019), Lanzhou, China, November 2019, pages 1506-1510.
• Mou Wang, Xiao-Lei Zhang, and Susanto Rahardja. A hybrid approach for mobile phone clustering with speech recordings. In Proceedings of the 12th International Conference on Ubi-Media Computing (Ubi-Media 2019), Bali, Indonesia, 2019, pages 205-209.  (Excellent Paper Award Winner)
• Jingli Xie, Danqi Jin, Wen Zhang, Xiao-Lei Zhang, Jie Chen, and DeLiang Wang. Robust sparse multichannel active noise control. In Proceedings of the 44th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2019), Brighton, United Kingdom, May 2019, pages 521-525.
• Zi-Chen Fan, Zhongxin Bai, Xiao-Lei Zhang, Susanto Rahardja, and Jingdong Chen. AUC optimization for deep learning based voice activity detection. In Proceedings of the 44th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2019), Brighton, United Kingdom, May 2019, pages 6760-6764.
• Menghzhen Li and Xiao-Lei Zhang, An Investigation of Speaker Clustering Algorithms in Adverse Acoustic Environments, In Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA ASC 2018), Honolulu, Hawaii, November 2018, pages 1462-1466.

• Xiao-Lei Zhang and DeLiang Wang. Multi-resolution stacking for speech separation based on boosted DNN. In Proceedings of Interspeech, Dresden, Germany, September 2015, pages 1745-1749. 

• Xiao-Lei Zhang and Ji Wu. Denoising deep neural networks based voice activity detection. In Proceedings of the 38th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May 2013, pages 853-857.
• Xiao-Lei Zhang and Ji Wu. Weight optimization and layered clustering-based ecoc. In Proceedings of the 38th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May 2013, pages 3477-3481.
• Xiao-Lei Zhang, Ji Wu, Zhi-Peng Chen, and Ping Lv. Optimized weighted decoding for error-correcting output codes. In Proceedings of the 37th IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP 2012). Kyoto, Japan, April 2012. pages 2101-2104.

Preprint articles

• Xiao-Lei Zhang. Linear regression for speaker verification. arXiv preprint arXiv:1802.04113, 12th February 2018. [pdf][arXiv]
• Xiao-Lei Zhang. An investigation of universal background sparse coding based speaker verification on TIMIT. arXiv preprint arXiv:1509.07298, 24th September 2015, last updated on 15th March 2017.  [pdf][supplement][code][arXiv]

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