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师资队伍

高光来教授
来源:计算机学院  发布时间: 2019-09-15 16:31:07

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高光来,内蒙古扎赉特旗人。现任内蒙古大学教授,博士生导师,内蒙古自治区蒙古文信息处理技术重点实验室主任。1987年研究生毕业于国防科学技术大学计算机软件专业,获工学硕士学位。2007—2008年作为国家公派访问学者在加拿大蒙特利尔大学进修人工智能。1998年获霍英东教育基金会颁发的全国高等学校青年教师奖,2000年被评为内蒙古自治区有突出贡献的中青年专家,2009年成为享受国务院政府特殊津贴专家,2010年入选首批“草原英才”。主要研究方向为人工智能、模式识别与蒙古文信息处理,主持完成了国家863计划课题1项、国家973计划前期研究专项课题1项、国家信自然科学基金项目4项、内蒙古自治区自然科学基金重大项目2项;合作完成工信部电子息产业发展基金课题4项,在国内率先研制了“印刷蒙古文识别系统”、“大词汇量蒙古语语音识别系统”、“蒙古文信息检索系统”,与中标软件公司合作开发了蒙古文操作系统、蒙古文办公软件等软件已成为产品推广使用。科研成果获得内蒙古自治区科技进步二等奖4项、三等奖2项。


联系方式:csggl@imu.edu.cn


已毕业的博士研究生:

王彪(2012)、魏宏喜(2012飞龙(2013、奥根巴特尔(2014,蒙古国)、苏向东(2016、包希日莫(2016) 、闫蓉(2017)、张晖(2017)、王炜华(2018)


近年发表的主要论文:

2018

1.Rui Liu, Feilong Bao, Guanglai Gao, Hui Zhang, Yonghe Wang:A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction. COLING 2018: 2448-2455


2.Hui Zhang, Xueliang Zhang, Guanglai Gao:Training Supervised Speech Separation System to Improve STOI and PESQ Directly. ICASSP 2018: 5374-5378


3.Hongxi Wei, Hui Zhang, Guanglai Gao:Word Image Representation Based on Visual Embeddings and Spatial Constraints for Keyword Spotting on Historical Documents. ICPR 2018: 3616-3621


4.Rui Liu, Feilong Bao, Guanglai Gao, Hui Zhang, Yonghe Wang:Improving Mongolian Phrase Break Prediction by Using Syllable and Morphological Embeddings with BiLSTM Model. INTERSPEECH 2018: 57-61


2017

1.Min Lu, Feilong Bao, Guanglai Gao:Language Model for Mongolian Polyphone Proofreading. CCL 2017: 461-471


2.Hui Zhang, Xueliang Zhang, Guanglai Gao:Multi-Target Ensemble Learning for Monaural Speech Separation. INTERSPEECH 2017: 1958-1962


3.Hongxi Wei, Hui Zhang, Guanglai Gao:Representing word image using visual word embeddings and RNN for keyword spotting on historical document images. ICME 2017: 1368-1373


4.Hui Zhang, Hongxi Wei, Feilong Bao, Guanglai Gao:Segmentation-Free Printed Traditional Mongolian OCR Using Sequence to Sequence with Attention Model. ICDAR 2017: 585-590


5.Hao Li, Xueliang Zhang, Hui Zhang, Guanglai Gao:Integrated Speech Enhancement Method Based on Weighted Prediction Error and DNN for Dereverberation and Denoising. CoRR abs/1708.08251 (2017)


2016

1. Xiangdong Su, Guanglai Gao, Hongxi Wei, Feilong Bao: A knowledge-based recognition system for historical Mongolian documents. IJDAR 19(3): 221-235 (2016)


2. Xueliang Zhang, Hui Zhang, Shuai Nie, Guanglai Gao, Wenju Liu: A Pairwise Algorithm Using the Deep Stacking Network for Speech Separation and Pitch Estimation. IEEE/ACM Trans. Audio, Speech & Language Processing 24(6): 1066-1078 (2016)


3. Hong Su, Hui Zhang, Xueliang Zhang, Guanglai Gao: Convolutional neural network for robust pitch determination. ICASSP 2016: 579-583


4. Wei Wu, Guanglai Gao: A novel image classifier based on Gaussian mixture language model. ICASSP 2016: 1312-1316


5.Yunxue Shao, Guanglai Gao, Chunheng Wang:Nonlinear discriminant analysis based on vanishing component analysis. Neurocomputing 218: 172-184 (2016)


6.Weihua Wang, Feilong Bao, Guanglai Gao:Mongolian Named Entity Recognition System with Rich Features. COLING 2016: 505-512


7. Hongxi Wei, Guanglai Gao, Xiangdong Su: LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents. ICONIP (4) 2016: 432-441


8. 张晖,苏红,张学良,高光来:基于卷积神经网络的鲁棒性基音检测方法,自动化学报;42(6):959-964(2016)


2011-2015

1. Hui Zhang, Feilong Bao, Guanglai Gao: Mongolian Speech Recognition Based on Deep Neural Networks. CCL 2015: 180-188


2. Hongxi Wei, Guanglai Gao: A keyword retrieval system for historical Mongolian document images. IJDAR 17(1): 33-45 (2014)


3. Xueliang Zhang, Hui Zhang, Guanglai Gao: Missing feature reconstruction methods for robust speaker identification. EUSIPCO 2014: 1482-1486


4. Feilong Bao, Guanglai Gao, Xueliang Yan, Weihua Wang: Segmentation-based Mongolian LVCSR approach. ICASSP 2013: 8136-8139


5. Hongxi Wei, Guanglai Gao, Yulai Bao: A Method for Removing Inflectional Suffixes in Word Spotting of Mongolian Kanjur. ICDAR 2011: 88-92


6. Guanglai Gao, Xiangdong Su, Hongxi Wei, Yeyun Gong:Classical Mongolian Words Recognition in Historical Document. ICDAR 2011: 692-697


2006-2010

1. Xiangdong Su, Xueliang Yan, Guanglai Gao, Hongxi Wei: IMU Experiment in IR4QA at NTCIR-8. NTCIR 2010: 94-100


2. Guanglai Gao, Wei Jin, Fei Long, Hongxu Hou: A First Investigation on Mongolian Information Retrieval. EVIA@NTCIR 2008


3. Guanglai Gao, Biligetu, Nabuqing, Shuwu Zhang: A Mongolian Speech Recognition System Based on HMM. ICIC (2) 2006: 667-676

 




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