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師資隊伍

張學良(博導)
來源:計算機學院  發布時間: 2019-02-25 17:37:01

     

張學良,工學博士,內蒙古大學計算機學院教授,博士生導師

English version

聯系方式:

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

地址:內蒙古呼和浩特市大學西路235號,計算機學院0415

郵編:010021

個人經歷:

l  1999年-2003年: 內蒙古大學,計算機學院,信息管理與信息系統,獲學士學位;

l  2003年-2005年: 哈爾濱工業大學,計算機科學與技術系,人工智能與圖像處理,獲碩士學位吉利彩票登录;

l  2005年-2006年: 中國電子科技集團第三研究所,任助理工程師;

l  2006年-2010年: 中國科學院自動化研究所吉利彩票登录,模式識別國家重點實驗室語音信號處理吉利彩票登录,獲博士學位;

l  2010年-2013年;內蒙古大學,計算機學院講師吉利彩票登录,碩士生導師;

l  2013年-2017年;內蒙古大學,計算機學院副教授,博士生導師吉利彩票登录;

l  2018年-至   今;內蒙古大學,計算機學院教授;

l  2015年-2016年: 美國俄亥俄州立大學訪問學者;

研究領域:

語音信號處理,計算聽覺場景分析,語音合成,語音分離

論文:

Journal:

1.        Zhong-Qiu Wang, Xueliang Zhang and DeLiang Wang, "Robust Speaker Localization Guided by Deep Learning-Based Time-Frequency Masking," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(1), pp. 178-188, 2019. (Top journal, CCF rank B, SCI IF 2.95).

2.        Shuai Nie, Shan Liang, Wenju Liu, Xueliang Zhang and Jianhua Tao, "Deep Learning Based Speech Separation via NMF-Style Reconstructions," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26(11), pp. 2043-2055, 2018. (Top journal, CCF rank B, SCI IF 2.95).

3.        ShaSha Xia, Xueliang Zhang and Shan Liang,“Supervised Speech Separation Using Optimal Ratio Mask,” Acta Automatica Sinica, 44(10): 1876-1887, 2018. (in Chinese).

4.        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, SCI IF 2.95).

5.        張暉,蘇紅,張學良,高光來,《基于卷積神經網絡的魯棒性基音檢測方法》,自動化學報,42(6): 959-964,2016.

6.        聶帥,劉文舉,梁山,張學良,《基于深度學習語音分離技術的研究現狀與進展》吉利彩票登录,自動化學報,42(6): 814-833,2016.

7.        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, SCI IF 2.95).

8.        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.

9.        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.

10.     張學良,劉文舉,李鵬吉利彩票登录,徐波,《改進諧波組織規則的單通道濁語音分離系統》,聲學學報,36(1): 89-96,2011.

Conference:

1.        Ke Tan, Xueliang Zhang and DeLiang Wang, "Real-time Speech Enhancement using an Efficient Convolutional Recurrent Network for Dual-Microphone Mobile Phones in Close-talk Scenarios," ICASSP 2019, Brighton, UK. (Top conference, CCF rank B)

2.        Fei Zhao, Hao Li and Xueliang Zhang, "A Robust Text-Independent Speaker Verification Method based on Speech Separation and Deep Speaker," ICASSP 2019, Brighton, UK. (Top conference, CCF rank B)

3.        Yun Liu, Hui Zhang, Xueliang Zhang and Linju Yang, "Supervised Speech Enhancement with Real Spectrum Approximation," ICASSP 2019, Brighton, UK. (Top conference, CCF rank B)

4.        Jingdong Li, Hui Zhang, Rui Liu, Xueliang Zhang and Long Fei, "End-to-End Mongolian Text-to-Speech System," ISCSLP 2018, Taipei, Taiwan.

5.        Yun Liu, Hui Zhang, and Xueliang Zhang, "Using Shifted Real Spectrum Mask as Training Target for Supervised Speech Separation," INTERSPEECH 2018, Hyderabad, India. (Top conference, CCF rank C).

6.        Zhong-Qiu Wang, Xueliang Zhang and DeLiang Wang, "Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks", INTERSPEECH 2018, Hyderabad, India. (Top conference, CCF rank C).

7.        Hui Zhang, Xueliang Zhang and Guanglai Gao, "Training Supervised Speech Separation System to Improve STOI and PESQ Directly," ICASSP 2018,Calgary, Alberta, Canada. (Top conference, CCF rank B).

8.        Qinglong Li, Xueliang Zhang and Hao Li, "Online Direction of Arrival Estimation Based on Deep Learning," ICASSP 2018, Calgary, Alberta, Canada. (Top conference, CCF rank B).

9.        Shasha Xia, Hao Li and Xueliang Zhang, "Using Optimal Ratio Mask as Training Target for Supervised Speech Separation", APSIPA ASC 2017, Kuala Lumpur, Malasiya.

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

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

12.     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).

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

14.     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).

15.     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).

16.     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).

17.     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).

18.     Shuai Nie, Wei Xue, 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).

19.     Hui Zhang, Xueliang Zhang and Guanglai Gao, "Document Summarization Based on Semantic Representations," IALP 2015, Guangzhou, China.

20.     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).

21.     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).

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

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

24.     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).

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

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

主持或參與項目:

l   主持吉利彩票登录,知識引導的深度學習語音降噪研究,國家自然科學基金,2019.1-2022.12

l   主持吉利彩票登录,計算聽覺場景分析中基于統計模型的聽覺片段切分研究,國家自然科學基金,2014.1-2017.12

l   主持吉利彩票登录,蒙古語音合成系統,內蒙古大學高層次人才引進科研啟動項目,2010.12-2013.12

l   主持,基于訓練模型的蒙古語語音合成研究,自治區自然科學基金,2011.10-2014.10

l   參與,音頻場景分析吉利彩票登录,國家重點基礎研究發展計劃(973計劃),2005.1-2009.1

l   參與,基于客觀質量評估和音頻場景分析語音分離新方法研究,國家自然基金委重大研究計劃,2008.1-2011.1

l   參與,智能與蒙文信息處理,內蒙古大學科技創新團隊建設計劃

(歡迎有志從事語音信號處理的同學報考碩士或者博士研究生)

畢業/在讀學生:

l   丁祺(2011-2014), 基于隱馬爾可夫的石油管道檢測 (IBM)

l   李婷慧(2012-2014),蒙古文韻律預測算法研究

l   康征(2013-2015),基于深度神經網絡語音識別

l   蘇紅(2013-2016),噪聲環境下基音提取 (北京小桔科技有限公司,滴滴出行)

l   彭曉騰(2013-2016),聽覺感知評估方法

l   石博天(2014-2016),深度神經網絡,語音分離 (北京理工大學)

l   李歡(2014-2016),說話人識別

l   郭亞娜(2014-2016),深度神經網絡在語音識別中的應用

l   李號(2014-2017),麥克風陣列技術

l   夏莎莎(2014-2017),大規模數據語音分離

l   楊冰晴(2015-2017),語音分離

l   張子慧(2015-2018),說話人識別

l   李慶龍(2015-2018),聲源定位 (北京云知聲信息技術有限公司)

l   王思蒙(2015-2018),語音端點檢測(工商銀行山東省分行)

l   李光鵬(2016-2018),語音分離算法DSP實現 (招商銀行濟南分行)

l   毛振蘇(2016-2018)吉利彩票登录,單通道語音分離

在讀:

l   劉允(2016-),單通道語音分離

l   趙飛(2016-),魯棒性說話人識別

l   李號(博士生)(2017-),麥克風陣列技術

l   李勁東(2017-)吉利彩票登录,語音合成

l   許天驕(2017-),多通道語音分離

l   谷悅(2017-),語音關鍵詞檢測

l   劉樂(2017-),單通道語音分離

l   張成剛(博士生)(2018-),

l   張鵬(2018-),

l   王心恬(2018-),

l   劉晉江(2018-),

l   王志杰(2018-),

學術任職:

國家自然基金通訊評審,INTERSPEECH, ACM/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審稿人,中國計算機學會(CCF)語音對話與聽覺專業組委員。



 

 

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