內蒙古大學計算機學院研究生導師：張學良

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內蒙古大學計算機學院研究生導師張學良介紹如下：

張學良，工學博士，內蒙古大學計算機學院教授，博士生導師

Engishversion

聯系方式：

E-mai:CSZX[AT]imu[dot]edu[dot]cn;   zhangxueiang[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：

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；

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；

2005年-2006年:中國電子科技集團第三研究所，任助理工程師；

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

2010年-2013年；內蒙古大學，計算機學院講師，碩士生導師；

2013年-2017年；內蒙古大學，計算機學院副教授，博士生導師；

2018年-至今；內蒙古大學，計算機學院教授；

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：

Journa:

1.Zhong-Qiu Wang, Xueiang Zhang and Deiang Wang, "Robust Speaker ocaization Guided by Deep earning-Based Time-Frequency Masking," in IEEE/ACM Transactions on Audio, Speech, and anguage Processing, 27(1), pp. 178-188, 2019. (Top journa, CCF rank B, SCI IF 2.95).

2.Shuai Nie, Shan iang, Wenju iu, Xueiang Zhang and Jianhua Tao, "Deep earning Based Speech Separation via NMF-Stye Reconstructions," in IEEE/ACM Transactions on Audio, Speech, and anguage Processing, 26(11), pp. 2043-2055, 2018. (Top journa, CCF rank B, SCI IF 2.95).

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

4.Xueiang Zhang and Deiang Wang, “Deep earning Based Binaura Speech Separation in Reverberant Environments,” IEEE/ACM Trans Audio, Speech and anguage Processing 25(5): 1075-1084, 2017. (Top journa, 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》，自動化學報，42(6):814-833，2016.

7.Xueiang Zhang, Hui Zhang, Shuai Nie, Guangai Gao and Wenju iu. "A Pairwise Agorithm Using Deep Stacking Network for Speech Separation and Pitch Estimation," IEEE/ACM Trans. Audio, Speech and anguage Processing 24(6): 1066-1078, 2016 (Top journa, CCF rank B, SCI IF 2.95).

8.Wenju iu, Xueiang Zhang, Wei Jiang, et a. “Monaura Voiced Speech Segregation Based On Eaborate Harmonic Grouping Strategies”. Science China Information Sciences, 2011, 54(12): 2471-2480.

9.Xueiang Zhang, Wenju iu and Bo Xu, “Monaura Voiced Speech Segregation Based On Dynamic Harmonic Function”, In EURASIP Journa On Audio, Speech, And Music Processing, Voume 2010, Artice ID 252374, 13 Pages, 2010

10.張學良，劉文舉，李鵬，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, Xueiang Zhang and Deiang Wang, "Rea-time Speech Enhancement using an Efficient Convoutiona Recurrent Network for Dua-Microphone Mobie Phones in Cose-tak Scenarios," ICASSP 2019, Brighton, UK. (Top conference, CCF rank B)

2.Fei Zhao, Hao i and Xueiang 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 iu, Hui Zhang, Xueiang Zhang and inju Yang, "Supervised Speech Enhancement with Rea Spectrum Approximation," ICASSP 2019, Brighton, UK. (Top conference, CCF rank B)

4.Jingdong i, Hui Zhang, Rui iu, Xueiang Zhang and ong Fei, "End-to-End Mongoian Text-to-Speech System," ISCSP 2018, Taipei, Taiwan.

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

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

7.Hui Zhang, Xueiang Zhang and Guangai Gao, "Training Supervised Speech Separation System to Improve STOI and PESQ Directy," ICASSP 2018，Cagary, Aberta, Canada. (Top conference, CCF rank B).

8.Qingong i, Xueiang Zhang and Hao i, "Onine Direction of Arriva Estimation Based on Deep earning," ICASSP 2018, Cagary, Aberta, Canada. (Top conference, CCF rank B).

9.Shasha Xia, Hao i and Xueiang Zhang, "Using Optima Ratio Mask as Training Target for Supervised Speech Separation", APSIPA ASC 2017, Kuaa umpur, Maasiya.

10.Xueiang Zhang and Deiang Wang, “Binaura Reverberant Speech Separation Based on Deep Neura Networks,” INTERSPEECH 2017, Stockhom, Sweden. (Top conference, CCF rank C).

11.Hui Zhang, Xueiang Zhang and Guangai Gao, "Muti-target Ensembe earning for Monaura Speech Separation," INTERSPEECH 2017, Stockhom, Sweden. (Top conference, CCF rank C).

12.Xueiang Zhang, Zhong-Qiu Wang and Deiang Wang, "A speech enhancement agorithm by iterating singe- and muti-microphone processing and its appication to robust ASR," ICASSP 2017, New Oreans, USA. (Top conference, CCF rank B).

13.Hui Zhang, Xueiang Zhang and Guangai Gao, "Muti-channe Speech Enhancement Based on Deep Stacking Network," Speech Processing in Everyday Environments (CHiME 2016).

14.Hao i, Shuai Nie, Xueiang Zhang and Hui Zhang, "Jointy Optimizing Activation Coefficients of Convoutive NMF Using DNN for Speech Separation," INTERSPEECH 2016, San Francisco, USA. (Top conference, CCF rank C).

15.Hong Su, Hui Zhang, Xueiang Zhang and Guangai Gao. "Convoutiona Neura Network for Robust Pitch Determination," ICASSP 2016, Shanghai, China. (Top conference, CCF rank B).

16.Shuai Nie, Shan iang, Hao i, Xueiang Zhang, et a. "Expoiting Spectro-Tempora Structures Using NMF For DNN-Based Supervised Speech Separation," ICASSP 2016, Shanghai, China. (Top conference, CCF rank B).

17.Shuai Nie, Shan iang, Wei Xue, Xueiang Zhang, et a. "Two-Stage Muti-Target Joint earning for Monaura Speech Separation," INTERSPEECH 2015, Dresden, Germany. (Top conference, CCF rank C).

18.Shuai Nie, Wei Xue, Shan iang, Xueiang Zhang, et a. "Joint Optimization of Recurrent Networks Expoiting Source Auto-Regression for Source Separation", INTERSPEECH 2015, Dresden, Germany. (Top conference, CCF rank C).

19.Hui Zhang, Xueiang Zhang and Guangai Gao, "Document Summarization Based on Semantic Representations," IAP 2015, Guangzhou, China.

20.Hui Zhang, Xueiang Zhang, Shuai Nie, et a. "A Pariwise Agorithm for Pitch Estimation and Speech Separation Using Deep Stacking Network", ICASSP 2015, Brisbane, Austraia. (Top conference, CCF rank B).

21.Shuai Nie, Hui Zhang, Xueiang Zhang and Wenju iu, "Deep Stacking Networks with Time Series for Speech Separation", ICASSP 2014, Forence, Itay. (Top conference, CCF rank B).

22.Xueiang Zhang, Hui Zhang and Guangai Gao, "Missing Feature Reconstruction Methods For Robust Speaker Identification," EUSIPCO 2014, isbon, Portuga.

23.Xueiang Zhang and Wenju iu, "Monaura Voiced Speech Segregation Based on Pitch and Comb Fiter," INTERSPEECH 2011, Forence, Itay. (Top conference, CCF rank C).

24.Xueiang Zhang, Wenju iu, Peng i and Bo Xu, "Monaura Voiced Speech Segregation Based On Eaborate Harmonic Grouping Strategy," ICASSP 2009, Taipei, Taiwan. (Top conference, CCF rank B).

25.Xueiang Zhang, Wenju iu, Peng i and Bo Xu, "Mutipitch Detection Based On Weighted Summary Correogram," ISCSP 2008, Kunming, China.

26.Xueiang Zhang, Wenju iu and Bo Xu, "Muti-Pitch Determination Agorithm Based On Mixture apacian Distribution," ICAIP 2010, Shanghai, China.

主持或參與項目：

主持，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

主持，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

主持，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

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

參與，音頻場景分析，國家重點基礎研究發展計劃（973計劃），2005.1-2009.1

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

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:

丁祺（2011-2014），基于隱馬爾可夫的石油管道檢測(IBM)

李婷慧（2012-2014），蒙古文韻律預測算法研究

康征（2013-2015），基于深度神經網絡語音識別

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)

彭曉騰（2013-2016），聽覺感知評估方法

石博天（2014-2016），深度神經網絡，語音分離(北京理工大學)

李歡（2014-2016），說話人識別

郭亞娜（2014-2016），深度神經網絡在語音識別中的應用

李號（2014-2017），麥克風陣列技術

夏莎莎（2014-2017），大規模數據語音分離

楊冰晴（2015-2017），語音分離

張子慧（2015-2018），說話人識別

李慶龍（2015-2018），聲源定位(北京云知聲信息技術有限公司)

王思蒙（2015-2018），語音端點檢測（工商銀行山東省分行）

李光鵬（2016-2018），語音分離算法DSP實現（招商銀行濟南分行）

毛振蘇（2016-2018），單通道語音分離

在讀：

劉允（2016-），單通道語音分離

趙飛（2016-），魯棒性說話人識別

李號（博士生）（2017-），麥克風陣列技術

李勁東（2017-），語音合成

許天驕（2017-），多通道語音分離

谷悅（2017-），語音關鍵詞檢測

劉樂（2017-），單通道語音分離

張成剛（博士生）（2018-），

張鵬（2018-），

王心恬（2018-），

劉晉江（2018-），

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 anguage Processing，Journa of Seected Topics in Signa Processing, Speech Communication, EURASIP Journa on Audio, Speech, and Music Processing, Computationa Inteigence 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。