====== Publication ====== **Representative Publications:** - **H. Jiang**, [[research:MLFBook|"Machine Learning Fundamentals"]], //Cambridge University Press//, 2021. ({{:research:mlf-jiang.bib|bibtex}}) - S. Zhang, **H. Jiang**, L. Dai, [[http://jmlr.org/papers/v17/15-335.html| "Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks"]], //Journal of Machine Learning Research (JMLR)//, 17(37):1−33, 2016. - O. Abdel-Hamid, A. Mohamed, **H. Jiang**, L. Deng, G. Penn, D. Yu, [[http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6857341&tag=1|"Convolutional Neural Networks for Speech Recognition"]], //IEEE/ACM Trans. on Audio, Speech and Language Processing//, pp.1533-1545, Vol. 22, No. 10, October 2014. ** ([[https://signalprocessingsociety.org/get-involved/award-recipients| 2016 IEEE SPS Best Paper Award]])** - **H. Jiang** and X. Li, [[http://www.cse.yorku.ca/~hj/mypubs/Jiang_SPM2010.pdf| "Parameter Estimation of Statistical Models Using Convex Optimization: An Advanced Method of Discriminative Training for Speech and Language Processing"]], //IEEE Signal Processing Magazine//, pp. 115-127, Vol. 27, No. 3, May 2010. - **H.Jiang**, X. Li and C.-J. Liu, [[http://www.cse.yorku.ca/~hj/mypubs/Jiang_lme_2col.pdf| "Large Margin Hidden Markov Models for Speech Recognition"]], //IEEE Trans. on Audio, Speech and Language Processing//, pp.1584-1595, Vol. 14, No. 5, September 2006. - **H. Jiang**, [[http://www.cse.yorku.ca/~hj/mypubs/Jiang_sc05.pdf| "Confidence Measures for Speech Recognition: A Survey"]], //Speech Communication//, Vol. 45, No. 4, pp. 455-470, Apr. 2005. **[[RecentPublication| My full publication list (I) (more recent papers from 2012)]]** **[[http://www.cse.yorku.ca/~hj/publication.htm| My full publication list (II) (earlier papers before 2012)]]** **[[http://scholar.google.ca/citations?user=lQi05ZkAAAAJ&hl=en|My Google scholar citation profile]]** **[[https://www.researchgate.net/profile/Hui_Jiang6| My ResearchGate profile]] **