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师资队伍

张学良(博导)
来源:计算机学院  发布时间: 2016-06-08 15:03:56


张学良,男,生于1981年6月,籍贯内蒙古鄂尔多斯,工学博士,现为内蒙古大学计算机学院副教授,博士生导师

English version

联系方式:

E-mail: CSZXL [AT] imu [dot] edu [dot] cn; zhangxueliang [AT] imudges [dot] com.

地址:内蒙古呼和浩特市大学西路235号,计算机学院0415

邮编:010021

个人经历:

l   1999年-2003年: 内蒙古大学,计算机学院信息管理与信息系统专业,获学士学位;

l   2003年-2005年: 哈尔滨工业大学,计算机科学与技术系人工智能与图像处理专业,获硕士学位;

l   2005年-2006年: 中国电子科技集团第三研究所,任助理工程师;

l   2006年-2010年: 中国科学院自动化研究所模式识别国家重点实验室语音信号处理专业,获博士学位(导师:刘文举研究员);

l   2015年-2016年: 美国俄亥俄州立大学访问学者(合作导师:汪德亮教授);

研究领域:

语音信号处理,计算听觉场景分析,语音合成,语音分离

论文:

Journal:

1.      Shasha Xia, Xueliang Zhang* and Shan Liang, “Investigation on Training Targets for Supervised Speech Separation,” ACTA Automatica Sinica, Accepted.

2.      Xueliang Zhang* and DeLiang Wang, “Deep Learning Based Binaural Speech Separation in Reverberant Environments,” IEEE/ACM Trans Audio, Speech and Language Processing 25(5): 1075-1084, 2017. (Top journal, CCF rank B)

3.      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.

4.      聂帅,刘文举,梁山,张学良,《基于深度学习语音分离技术的研究现状与进展》,自动化学报,42(6): 814-833, 2016.

5.      Xueliang Zhang*, Hui Zhang, Shuai Nie, Guanglai Gao and Wenju Liu. "A Pairwise Algorithm Using Deep Stacking Network for Speech Separation and Pitch Estimation," IEEE/ACM Trans. Audio, Speech and Language Processing 24(6): 1066-1078, 2016 (Top journal, CCF rank B)

6.      Wenju Liu, Xueliang Zhang, Wei Jiang, et al. “Monaural Voiced Speech Segregation Based On Elaborate Harmonic Grouping Strategies”. Science China Information Sciences, 2011, 54(12): 2471-2480.

7.      Xueliang Zhang, Wenju Liu and Bo Xu, “Monaural Voiced Speech Segregation Based On Dynamic Harmonic Function”, In EURASIP Journal On Audio, Speech, And Music Processing, Volume 2010, Article ID 252374, 13 Pages, 2010.

8.      张学良,刘文举,李鹏,徐波, 《改进谐波组织规则的单通道浊语音分离系统》,声学学报,36(1):89-96,2011

Conference

1.      Xueliang Zhang and DeLiang Wang, “Binaural Reverbrant Speech Separation Based on Deep Neural Networks,” INTERSPEECH 2017, Stockholm, Sweden. (Top conference, CCF rank C)

2.      Hui Zhang, Xueliang Zhang and Guanglai Gao, “Multi-target Ensemble Learning for Monaural Speech Separation,”INTERSPEECH 2017, Stockholm, Sweden. (Top conference, CCF rank C)

3.      Xueliang Zhang*, Zhong-Qiu Wang and DeLiang Wang, “A speech enhancement algorithm by iterating single- and multi-microphone processing and its application to robust ASR”, ICASSP 2017, New Orleans, USA. (Top conference, CCF rank B)

4.      Hui Zhang, Xueliang Zhang* and Guanglai Gao, "Multi-channel Speech Enhancement Based on Deep Stacking Network," Speech Processing in Everyday Environments (CHiME 2016).

5.      Hao Li, Shuai Nie, Xueliang Zhang* and Hui Zhang, “Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation,”Interspeech 2016, San Francisco, USA. (Top conference, CCF rank C)

6.      Hong Su, Hui Zhang, Xueliang Zhang* and Guanglai Gao. "Convolutional Neural Network for Robust Pitch Determination," ICASSP 2016, Shanghai, China. (Top conference, CCF rank B)

7.      Shuai Nie, Shan Liang, Hao Li, Xueliang Zhang, et al. "Exploiting Spectro-Temporal Structures Using NMF For DNN-Based Supervised Speech Separation," ICASSP 2016, Shanghai, China. (Top conference, CCF rank B)

8.      Shuai Nie, Shan Liang, Wei Xue, Xueliang Zhang, et al. "Two-Stage Multi-Target Joint Learning for Monaural Speech Separation," Interspeech 2015, Dresden, Germany. (Top conference, CCF rank C)

9.      Shuai Nie, Wei Xu, Shan Liang, Xueliang Zhang, et al. "Joint Optimization of Recurrent Networks Exploiting Source Auto-Regression for Source Separation", Interspeech 2015, Dresden, Germany. (Top conference, CCF rank C)

10.    Hui Zhang, Xueliang Zhang*, Guanglai Gao, “Document Summarization Based on Semantic Representations,” IALP 2015, Guangzhou, China.

11.    Hui Zhang, Xueliang Zhang*, Shuai Nie, et al "A Pariwise Algorithm for Pitch Estimation and Speech Separation Using Deep Stacking Network", ICASSP 2015, Brisbane, Australia. (Top conference, CCF rank B)

12.    Shuai Nie, Hui Zhang, Xueliang Zhang* and Wenju Liu, "Deep Stacking Networks with Time Series for Speech Separation", ICASSP 2014, Florence, Italy. (Top conference, CCF rank B)

13.    Xueliang Zhang*, Hui Zhang and Guanglai Gao, "Missing Feature Reconstruction Methods For Robust Speaker Identification", EUSIPCO 2014, Lisbon, Portugal.

14.    Xueliang Zhang* and Wenju Liu, "Monaural Voiced Speech Segregation Based on Pitch and Comb Filter", Interspeech 2011, Florence, Italy. (Top conference, CCF rank C)

15.    Xueliang Zhang, Wenju Liu, Peng Li and Bo Xu, “Monaural Voiced Speech Segregation Based On Elaborate Harmonic Grouping Strategy”, ICASSP 2009, Taipei, Taiwan. (Top conference, CCF rank B)

16.    Xueliang Zhang, Wenju Liu, Peng Li and Bo Xu, “Multipitch Detection Based On Weighted Summary Correlogram”, ISCSLP 2008, Kunming, China.

17.    Xueliang Zhang, Wenju Liu and Bo Xu, “Multi-Pitch Determination Algorithm Based On Mixture Laplacian Distribution”, ICALIP 2010, Shanghai, China.

主持或参与项目:

·           主持,计算听觉场景分析中基于统计模型的听觉片段切分研究,国家自然科学基金,2014.1-2017.12

·           主持,蒙古语音合成系统,内蒙古大学高层次人才引进科研启动项目,2010.12-2013.12

·           主持,基于训练模型的蒙古语语音合成研究,自治区自然科学基金,2011.10-2014.10

·           参与,音频场景分析,国家重点基础研究发展计划(973计划),2005.1-2009.1

·           参与,基于客观质量评估和音频场景分析语音分离新方法研究,国家自然基金委重大研究计划,2008.1-2011.1

·           参与,智能与蒙文信息处理,内蒙古大学科技创新团队建设计划

毕业/在读学生:

l   丁祺(2011-2014), 基于隐马尔可夫的石油管道检测

l   李婷慧(2012-2014),蒙古文韵律预测算法研究

l   康征(2013-2015),基于深度神经网络语音识别

l   苏红(2013-2016),噪声环境下基音提取

l   彭晓腾(2013-2016),听觉感知评估方法

l   石博天(2014-2016),深度神经网络,语音分离

l   李欢(2014-2016),说话人识别

l   郭亚娜(2014-2016),深度神经网络在语音识别中的应用

l   李号(2014-2017),麦克风阵列技术

l   夏莎莎(2014-2017),大规模数据语音分离

l   杨冰晴(2015-2017),语音分离

在读:

l   李庆龙(2015-),回声消除

l   张子慧(2015-),说话人识别

l   王思蒙(2015-),语音端点检测

l   李光鹏(2016-),语音分离算法DSP实现

l   毛振苏(2016-),

l   刘允(2016-)

l   赵飞(2016-)

l   李号(博士生)(2017-),麦克风阵列技术

l   李劲东(2017-)

l   许天骄(2017-)

l   谷悦(2017-)

l   刘乐(2017-)

学术任职:

ICPR 2010APSIPA2016ACM/IEEE Transaction on Audio, Speech and Language Processing,Journal of Selected Topics in Signal Processing, Speech Communication, EURASIP Journal on Audio, Speech, and Music Processing, Computational Intelligence and Neuroscience审稿人

 

 




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