语音信号处理、脑功能分析、病理语音的人工智能系统、沟通障碍客观评估与智能化言语康复技术

招收信号处理、控制科学与系统以及生物医学工程专业方向的硕士与博士生。

岗位职责：

1、参与各种国家及地方项目的研究

2、参与实验设计、数据采集及实验分析(方向为语音、图像、信号、软件相关)

3、根据研究方向参与科研成果的转化

具有以下背景优先：

1）语音识别、模式识别、信号处理、计算机图形、OpenGL等相关背景;

2）熟练掌握Matlab、脑电研究、信号处理等相关知识，生物医学工程相关专业最佳 ；

3.学习能力强、具有钻研精神和抗压能力 

081104-模式识别与智能系统
083100-生物医学工程
081002-信号与信息处理

脑功能信息处理
语音信号处理
言语康复技术与系统

2005-04--2009-10   西安交通大学   博士
2002-09--2005-03   西安交通大学   硕士
1998-09--2002-07   西安交通大学   学士

燕楠，博士，中国科学院深圳先进技术研究院研究员，博士生导师。深圳市海外高层次人才“孔雀计划”C类引进人才，中华医学会物理医学与康复分会言语语言学组委员、中国康复技术转化与发展促进会智能康复专业委员会委员、广东省康复医学会听力言语分会常务委员。2009年于西安交通大学生物医学工程系取得博士学位，2009年-2012年在香港大学言语与听觉科学系从事博士后研究工作，主要研究领域为语音信号处理与人工智能、病理语音的人工智能系统、智能化老年退行性疾病客观评估与智能化言语康复技术。近五年来，主持科技部重点研发计划课题、国家自然基金青年项目，国家自然基金面上项目和深圳市科技研发资金项目基础学科布局计划项目等多个省部级项目，作为核心骨干参与国家自然基金重点项目、科技部变革性技术等重大项目，获批经费超过1000万元，是中国科学院人机协同智能系统重点实验室和深圳市言语治疗与康复技术工程实验室核心成员。以第一作者和通讯作者在《Human Brain Mapping》、《Movement Disorders》、《Journal of Neurosciense》、《Lang. Cogn Neurosci.》、《Journal of Alzheimer’s Diseases》等国际知名期刊会议上发表SCI/EI论文60余篇，申请专利12项，授权6项。现在担任IEEE TASL、IEEE TBME、JSHLR等10余个知名SCI杂志和语音学顶会ICASSP和INTERSPEECH的特约审稿人。

2009-11~2012-12,香港大学, 博士后研究员

2018-08-15-2022-08-15,广东省康复医学与会听力及言语康复分会语言康复专业委员会, 常务委员
2017-05-01-2021-05-01,中国康复技术转化与发展促进会语言听力康复治疗专业委员会, 委员
2017-05-01-今,中国康复技术转化与发展促进会智能康复设备专业委员会, 委员
2014-06-01-今,广东省康复医学会听力及言语康复专业委员会, 委员
2009-06-01-今,IEEE 生物医学工程学会, 会员
2005-07-01-今,中国康复医学会, 会员

申请和授权专利

1、 PCT国际专利, 燕楠 ; 王岚; 徐梦真; 严泉雷, ，申请,一种针对汉语普通话的早期AD言语辅助筛查系统 2019.11.11，PCT/CN2019/117033

2、 PCT国际专利, 王岚 ;燕楠 ; 王建英; 苏琪, 自闭症谱系障碍患者的多模态情感认知能力的评估方法，申请, 2019.11.11，PCT/CN2019/117032

3、 中国专利, 刘珊珊 ; 燕楠; 王岚; 王知践, 授权, 一种病理嗓音的检测系统2019.3.1-2033.12.20，ZL201310713471.2

4、 中国专利, 连重源; 燕楠 ; 王岚 , 一种基于深度学习的孤独症辅助评估系统和方法，申请,2019.12.4，CN201911228792.7

5、 中国专利, 严泉雷; 苏荣锋; 王岚 ;燕楠 , 一种针对认知障碍的语音识别系统，申请,2019.12.24，CN201911227560.X

6、 中国专利, 苏荣锋; 王岚 ; 燕楠, 一种基于情景感知的多模态抑郁症检测方法和系统，申请,2019.11.29，CN201911198356.X

7、 中国专利, 连重源; 燕楠 ; 王岚 , 一种基于深度学习的孤独症辅助评估系统，申请, 2019.12.4，CN201922147026.X

8、 中国专利, 严泉雷; 苏荣锋; 王岚 ; 燕楠, 一种针对认知障碍的语音识别系统，申请,2019.12.4，CN201922147017.0

9、 张丹、燕楠、王岚、王知践，构音障碍识别的方法、系统和装置，中华人民共和国国家知识产权局，201310713782.9，2015.11.18.

10、 燕楠，王岚, 多模式交互的言语语言功能障碍评估方法与系统, 受理

11、 毛羽,王岚,燕楠,谢旭荣,一种自适应语言训练方法和平台, 受理.

12、一种声纹识别方法，CN202111262103.1；

13、基于眼动反馈的情绪识别能力自适应训练方法及其装置，CN202110389075.3； 

14、音乐生成模型的训练方法及训练装置、存储介质、设备，CN202110378669.4；

15、基于循环特征提取的音乐生成模型的训练方法、训练装置，CN202110379387.6

（1） ITAL国际会议最佳学生论文奖, 一等奖, 其他, 2013
（2） 第十届“挑战杯”全国大学生课外学术科技作品竞赛, 三等奖, 部委级, 2007
（3） 陕西省“挑战杯”大学生课外科技作品竞赛, 一等奖, 省级, 2007

[1] 严泉雷, 苏荣锋, 王岚, 燕楠. 一种针对认知障碍的语音识别系统. CN: CN112908317A, 2021-06-04.

[2] 连重源, 燕楠, 王岚. 一种基于深度学习的孤独症辅助评估系统和方法. CN: CN112890815A, 2021-06-04.

[3] 连重源, 燕楠, 王岚. 一种基于深度学习的孤独症辅助评估系统. CN: CN211862821U, 2020-11-06.

[4] 燕楠, 王岚, 严泉雷, 徐梦真. 一种针对汉语普通话的早期AD言语辅助筛查系统. CN: CN109841231B, 2020-09-04.

[5] 苏荣锋, 王岚, 燕楠. 一种基于情景感知的多模态抑郁症检测方法和系统. CN: CN110728997A, 2020-01-24.

[6] 刘珊珊, 燕楠, 王岚, 王知践. 一种病理嗓音的检测系统. CN: CN103730130B, 2019-03-01.

[7] 张丹, 燕楠, 王岚, 王知践. 构音障碍识别的方法、系统和装置. 中国: CN103705218A, 2014-04-09.

[8] 毛羽, 王岚, 燕楠, 谢旭荣. 一种自适应语言训练方法和平台. 中国: CN103605492A, 2014-02-26.

   

[1] Hu, AnMing, Ma, YanLing, Li, YueXiu, Han, ZaiZhu, Yan, Nan, Zhang, YuMei. Association between Changes in White Matter Microstructure and Cognitive Impairment in White Matter Lesions. BRAIN SCIENCES[J]. 2022, 第 5 作者  通讯作者  12(4): http://dx.doi.org/10.3390/brainsci12040482.
[2] Geng, Yanjuan, Liuni Qin, Yongcheng Li, Zhebin Yu, Linling Li, Mojisola Grace Asogbon, Yang Zhan, Nan Yan, Xin Guo, Guanglin Li. Identifying Oscillations under Multi-site Sensory Stimulation for High-level Peripheral Nerve Injured Patients:A Pilot Study. JOURNAL OF NEURAL ENGINEERING[J]. 2022, 第 8 作者19(3): 
[3] Li, Tingni, Zhu, Xiaoxia, Wu, Xiuqin, Gong, Yulai, Jones, Jeffery A, Liu, Peng, Chang, Yichen, Yan, Nan, Chen, Xi, Liu, Hanjun. Continuous theta burst stimulation over left and right supramarginal gyri demonstrates their involvement in auditory feedback control of vocal production. CEREBRAL CORTEX[J]. 2022, 第 8 作者  通讯作者  33(1): 11-22, http://dx.doi.org/10.1093/cercor/bhac049.
[4] Jin Li, Rongfeng Su, Xurong Xie, Nan Yan, Lan Wang. A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition. Interspeech. 2022, 第 4 作者
[5] Wang, Tianqi, Hong, Yin, Wang, Quanyi, Su, Rongfeng, Ng, Manwa Lawrence, Xu, Jun, Wang, Lan, Yan, Nan. Identification of Mild Cognitive Impairment Among Chinese Based on Multiple Spoken Tasks. JOURNAL OF ALZHEIMERS DISEASE[J]. 2021, 第 8 作者  通讯作者  82(1): 185-204, http://dx.doi.org/10.3233/JAD-201387.
[6] Guo, Yi, Dang, Ge, Hordacre, Brenton, Su, Xiaolin, Yan, Nan, Chen, Siyan, Ren, Huixia, Shi, Xue, Cai, Min, Zhang, Sirui, Lan, Xiaoyong. Repetitive Transcranial Magnetic Stimulation of the Dorsolateral Prefrontal Cortex Modulates Electroencephalographic Functional Connectivity in Alzheimer's Disease. FRONTIERS IN AGING NEUROSCIENCE[J]. 2021, 第 5 作者13: http://dx.doi.org/10.3389/fnagi.2021.679585.
[7] Li, Linling, Wang, Yinxue, Zeng, Yixuan, Hou, Shaohui, Huang, Gan, Zhang, Li, Yan, Nan, Ren, Lijie, Zhang, Zhiguo. Multimodal Neuroimaging Predictors of Learning Performance of Sensorimotor Rhythm Up-Regulation Neurofeedback. FRONTIERS IN NEUROSCIENCE[J]. 2021, 第 7 作者15: http://dx.doi.org/10.3389/fnins.2021.699999.
[8] Zhane, Hao, Su, IFan, Chen, Fei, Ng, Manwa L, Wang, Lan, Yan, Nan. The time course of orthographic and semantic activation in Chinese character recognition: evidence from anERP study. LANGUAGE COGNITION AND NEUROSCIENCE[J]. 2020, 第 6 作者  通讯作者  35(3): 292-309, http://dx.doi.org/10.1080/23273798.2019.1652762.
[9] 燕楠. Does Lexical Retrieval Deteriorate in Patients with Mild Cognitive Impairment? Analysis of Brain Functional Network Will Tell. INTERSPEECH. 2020, 第 1 作者  通讯作者  
[10] Zhao, Tinghao, Chen, Jiangtao, Wang, Lan, Yan, Nan. Emotional appraisal processing of computer-generated facial expressions: an functional near-infrared spectroscopy study. NEUROREPORT[J]. 2020, 第 4 作者  通讯作者  31(6): 437-441, https://www.webofscience.com/wos/woscc/full-record/WOS:000528910300002.
[11] 燕楠. Detecting Mild Pathological Voice based on Multi-modality Features. IALP. 2020, 第 1 作者  通讯作者  
[12] 燕楠. Towards the speech features of mild cognitive impairment: Universal evidence from structured and unstructured connected speech of Chinese. Interspeech. 2019, 第 1 作者
[13] 燕楠. How do we perceive emotion from a 3-D virtual talking head: Evidence from Functional Near-Infrared Spectroscopy. IHCI. 2019, 第 1 作者
[14] Shi, Xinjie, Wang, Tianqi, Wang, Lan, Liu, Hanjun, Yan, Nan, IEEE. Hybrid Convolutional Recurrent Neural Networks Outperform CNN and RNN in Task-state EEG Detection for Parkinson's Disease. 2019 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC). 2019, 第 5 作者939-944, 
[15] Tianqi Wang, Quanlei Yan, Jingshen Pan, Feiqi Zhu, Rongfeng Su, Yi Guo, Lan Wang, Nan Yan. Towards the speech features of early-stage dementia: Design and application of the Mandarin elderly cognitive speech database. Interspeech. 2019, 第 8 作者
[16] He, Yuying, Su, Qi, Wang, Lan, He, Wenxiang, Tan, Chuanxue, Zhang, Haiqing, Ng, Manwa L, Yan, Nan, Chen, Yanni. The Characteristics of Intelligence Profile and Eye Gaze in Facial Emotion Recognition in Mild and Moderate Preschoolers With Autism Spectrum Disorder. FRONTIERS IN PSYCHIATRY[J]. 2019, 第 8 作者  通讯作者  10: https://doaj.org/article/c0b8d60139e84025a055e3eaa72e8745.
[17] Wang, Tianqi, Liu, Hanjun, Wang, Lan, Ng, Manwa L, Li, Hua, Yan, Nan, IEEE. Effect of Temporal Lobe Epilepsy on Auditory-motor Integration for Vocal Pitch Regulation: Evidence from Brain Functional Network Analysis. 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). 2019, 第 11 作者3849-3853, 
[18] 燕楠. The time course of orthographic and semantic activation in chinese character recognition: evidence from an ERP study. Language, Cognition and Neuroscience. 2019, 第 1 作者  通讯作者  
[19] Fei Chen, Lan Wang, Gang Peng, Nan Yan, Xiaojie Pan. Development and evaluation of a 3-D virtual pronunciation tutor for children with autism spectrum disorders.. PLOS ONE[J]. 2019, 第 4 作者14(1): https://doaj.org/article/1b93a1dfdbdd415d9d5a63d4c1a85b27.
[20] Zhang Wang, Gui Xiangquan, Wang Tianqi, Ng Manwa, Yang Feng, Wang Lan, Yan Nan, Int Speech Commun Assoc. Acoustic Features Associated with Sustained Vowel and Continuous Speech Productions by Chinese Children with Functional Articulation Disorder. 19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6. 2018, 第 7 作者1696-1700, 
[21] Ng, Manwa L, Yan, Nan, Chan, Venus, Chen, Yang, Lam, Paul K Y. A Volumetric Analysis of the Vocal Tract Associated with Laryngectomees Using Acoustic Reflection Technology. FOLIA PHONIATRICA ET LOGOPAEDICA[J]. 2018, 第 2 作者70(1): 44-49, http://ir.siat.ac.cn:8080/handle/172644/13500.
[22] Yue Sun, Manwa L Ng, Chongyuan Lian, Lan Wang, Feng Yang, Nan Yan. Acoustic and Kinematic Examination of Dysarthria in Cantonese Patients of Parkinson's Disease. 2018 11TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP). 2018, 第 6 作者354-358, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000469313700072.
[23] Manwa L Ng, Mingyue Xiong, Nan Yan. Production of Cantonese Tones using an Ingressive Airflow. 2018, 第 3 作者http://ir.siat.ac.cn:8080/handle/172644/13719.
[24] Hu Ni, Jianying Wang, Lan Wang, Nan Yan. Track Your Emotional Perception of 3-D Virtual Talking Head in Human-computer Interaction. 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS). 2018, 第 4 作者298-303, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000468469300060.
[25] Su Qi, Chen Fei, Li Hanfei, Yan Nan, Wang Lan, IEEE. Multimodal Emotion Perception in Children with Autism Spectrum Disorder by Eye Tracking Study. 2018 IEEE-EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES). 2018, 第 4 作者382-387, 
[26] Ni Hu, Wang Jianying, Wang Lan, Yan Nan, IEEE. Track Your Emotional Perception of 3-D Virtual Talking Head in Human-computer Interaction. 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS). 2018, 第 4 作者298-303, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000468469300060.
[27] Su Qi, Chen Fei, Li Hanfei, Yan Nan, Wang Lan, IEEE. Multimodal Emotion Perception in Children with Autism Spectrum Disorder by Eye Tracking Study. 2018 IEEE-EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES). 2018, 第 4 作者382-387, 
[28] 甘立强, 王旭阳, 燕楠, 王岚. 基于节点相似度的社团划分方法研究. 计算机与数字工程[J]. 2018, 第 3 作者46(2): 213-217, http://lib.cqvip.com/Qikan/Article/Detail?id=674520386.
[29] Zhang Wang, Gui Xiangquan, Wang Tianqi, Ng Manwa, Yang Feng, Wang Lan, Yan Nan, Int Speech Commun Assoc. Acoustic Features Associated with Sustained Vowel and Continuous Speech Productions by Chinese Children with Functional Articulation Disorder. 19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6. 2018, 第 7 作者1696-1700, 
[30] Chen, Fei, Peng, Gang, Yan, Nan, Wang, Lan. The development of categorical perception of Mandarin tones in four- to seven-year-old children. JOURNAL OF CHILD LANGUAGE[J]. 2017, 第 3 作者  通讯作者  44(6): 1413-1434, https://www.webofscience.com/wos/woscc/full-record/WOS:000413159900006.
[31] 燕楠. Acoustic and Electroglottographic Characteristics Associated with Tracheoesophageal Speech of Cantonese. Rehabilitation Medicine. 2017, 第 1 作者
[32] Zhang, Hao, Yan, Nan, Wang, Lan, Ng, Manwa L, IEEE. Energy Distribution Analysis and Nonlinear Dynamical Analysis of Phonation in Patients with Parkinson's Disease. 2017 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC 2017). 2017, 第 2 作者630-635, 
[33] Guo, Zhiqiang, Wu, Xiuqin, Li, Weifeng, Jones, Jeffery A, Yan, Nan, Sheft, Stanley, Liu, Peng, Liu, Hanjun. Top-Down Modulation of Auditory-Motor Integration during Speech Production: The Role of Working Memory. JOURNAL OF NEUROSCIENCE[J]. 2017, 第 5 作者37(43): 10323-10333, https://www.webofscience.com/wos/woscc/full-record/WOS:000413745200006.
[34] Zhang, Hao, Chen, Fei, Yan, Nan, Wang, Lan, Su, IFan, Ng, Manwa L, Dong, M, Lin, J, Tang, X. The interaction of semantic and orthographic processing during Chinese sinograms recognition: An ERP Study. CHINESE LEXICAL SEMANTICS, CLSW 2016. 2016, 第 11 作者10085: 717-727, 
[35] Chen, Fei, Yan, Nan, Pan, Xiaojie, Yang, Feng, Ji, Zhuanzhuan, Wang, Lan, Peng, Gang, Int Speech Commun Assoc. Impaired Categorical Perception of Mandarin Tones and its Relationship to Language Ability in Autism Spectrum Disorders. 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5. 2016, 第 2 作者233-237, 
[36] Li, Weifeng, Chen, Ziyi, Yan, Nan, Jones, Jeffery A, Guo, Zhiqiang, Huang, Xiyan, Chen, Shaozhen, Liu, Peng, Liu, Hanjun. Temporal Lobe Epilepsy Alters Auditory-motor Integration For Voice Control. SCIENTIFIC REPORTS[J]. 2016, 第 3 作者6: https://www.webofscience.com/wos/woscc/full-record/WOS:000378907700001.
[37] Tong, Tiksang Eric, Ng, Manwa Lawrence, Nan, Yan. The effect of expiratory muscle strength training in Cantonese speaking Parkinson's disease patients: A pilot study. MOVEMENT DISORDERS. 2016, 第 3 作者31: S96-S96, https://www.webofscience.com/wos/woscc/full-record/WOS:000372807900210.
[38] 王岚. Intelligible enhancement of 3D articulation animation by incorporating airflow information. INTERNATIONAL CONFERENCE ON ACOUSTIC, SPEECH AND SIGNAL PROCESSING. 2016, 
[39] Zhang, Hao, Chen, Fei, Yan, Nan, Wang, Lan, Chen, Yu, Shi, Feng, Lee, T, Xie, L, Dang, J, Wang, HM, Wei, J, Feng, H, Hou, Q, Wei, Y. The Effects of Tone Categories on the Perception of Mandarin Vowels. 2016 10TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP). 2016, 第 3 作者http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000405610900051.
[40] Chen, Fei, Yan, Nan, Huang, Xunan, Zhang, Hao, Wang, Lan, Peng, Gang, Int Speech Commun Assoc. Development of Mandarin Onset-rime Detection in Relation to Age and Pinyin Instruction. 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5. 2016, 第 2 作者180-184, 
[41] Xie Simin, Yan Nan, Yu Ping, Ng Manwa L, Wang Lan, Ji Zhuanzhuan, Int Speech Commun Assoc. Deep Neural Networks for Voice Quality Assessment based on the GRBAS Scale. 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5. 2016, 第 11 作者2656-+, 
[42] Zhou Ying, Chen Fei, Chen Hui, Wang Lan, Yan Nan, Lee T, Xie L, Dang J, Wang HM, Wei J, Feng H, Hou Q, Wei Y. Evaluation of a Multimodal 3-D Pronunciation Tutor for Learning Mandarin as a Second Language: An Eye-tracking Study. 201610THINTERNATIONALSYMPOSIUMONCHINESESPOKENLANGUAGEPROCESSINGISCSLP. 2016, 第 5 作者http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000405610900089.
[43] Huang, Xiyan, Chen, Xi, Yan, Nan, Jones, Jeffery A, Wang, Emily Q, Chen, Ling, Guo, Zhiqiang, Li, Weifeng, Liu, Peng, Liu, Hanjun. The impact of parkinson's disease on the cortical mechanisms that support auditory-motor integration for voice control. HUMAN BRAIN MAPPING[J]. 2016, 第 3 作者37(12): 4248-4261, http://www.corc.org.cn/handle/1471x/2195955.
[44] Wang, Zhijian, Yu, Ping, Yan, Nan, Wang, Lan, Ng, Manwa L. Automatic Assessment of Pathological Voice Quality Using Multidimensional Acoustic Analysis Based on the GRBAS Scale. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY[J]. 2016, 第 3 作者  通讯作者  82(2): 241-251, https://www.webofscience.com/wos/woscc/full-record/WOS:000371299700011.
[45] Xurong Xie, Xunying Liu, Wang Lan, Rongfeng Su, ISCAINT SPEECH COMMUN ASSOC. Generalized Variable Parameter HMMs Based Acoustic-to-articulatory Inversion. 16TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2015), VOLS 1-5[J]. 2015, 279-283, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000380581600057.
[46] Yan, Nan, Ng, Manwa L, Lee, Tan, IEEE. Improving the Sound Quality of an Electronic Voice Box. 2014 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA). 2014, 第 11 作者
[47] Yu Ping, Wang Zhijian, Liu Shanshan, Yan Nan, Wang Lan, Ng Manwa, Dong M, Tao J, Li H, Zheng TF, Lu Y. Multidimensional Acoustic Analysis for Voice Quality Assessment based on the GRBAS Scale. 2014 9TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP). 2014, 第 4 作者321-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000349765600067.
[48] 燕楠. WIT Transactions on Information and Communication Technologies. Proceeding of ICIST 2015. 2014, 第 1 作者  通讯作者  
[49] Zhang Dan, Liu Xianqian, Yan Nan, Wang Lan, Zhu Yun, Chen Hui, Dong M, Tao J, Li H, Zheng TF, Lu Y. A Multi-channel/Multi-speaker Articulatory Database in Mandarin for Speech Visualization. 2014 9TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING (ISCSLP). 2014, 第 3 作者299-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000349765600062.
[50] 燕楠. Acoustical analysis of voice produced by Cantonese patients of unilateral vocal fold paralysis. Proceedings of IEEE International Conference on Signal Processing, Communications and Computing. 2013, 第 1 作者
[51] Liu, Tian, Yan, Nan, Chen, Yanni, Wang, Jue. Multichannel linear descriptors analysis for sustained attention-related electroencephalography. NEUROREPORT[J]. 2013, 第 2 作者24(11): 631-635, https://www.webofscience.com/wos/woscc/full-record/WOS:000330375000010.
[52] 刘晓千, 燕楠, 王岚. 一种应用虚拟发音头像的普通话聋儿言语康复系统. 集成技术[J]. 2013, 第 2 作者http://lib.cqvip.com/Qikan/Article/Detail?id=1005367571.
[53] Yan, Nan, Ng, Manwa L, Man, Mok Ka, To, Tsz Hin. Vocal tract dimensional characteristics of professional male and female singers with different types of singing voices. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY[J]. 2013, 第 1 作者  通讯作者  15(5): 484-491, https://www.webofscience.com/wos/woscc/full-record/WOS:000324399200004.
[54] Liu Xiaoqian, Yan Nan, Wang Lan, Wu Xueling, Ng Manwa L, IEEE. An Interactive Speech Training System with Virtual Reality Articulation for Mandarin-speaking Hearing Impaired Children. 2013 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA). 2013, 第 2 作者191-196, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000346483800035.
[55] Yan, Nan, Ng, Manwa L, Wang, Dongning, Zhang, Lan, Chan, Victor, Ho, Rerrario S. Nonlinear Dynamical Analysis of Laryngeal, Esophageal, and Tracheoesophageal Speech of Cantonese. JOURNAL OF VOICE[J]. 2013, 第 1 作者  通讯作者  27(1): 101-110, http://dx.doi.org/10.1016/j.jvoice.2012.06.009.
[56] Yan, Nan, Ng, Manwa L, Man, Mok Ka, To, Tsz Hin. Vocal tract dimensional characteristics of professional male and female singers with different types of singing voices. INTERNATIONAL JOURNAL OF SPEECH-LANGUAGE PATHOLOGY[J]. 2013, 第 11 作者15(5): 484-491, https://www.webofscience.com/wos/woscc/full-record/WOS:000324399200004.
[57] 燕楠. Constructing a physiological equivalent of the Cantonese vowel quadrilateral using electromagnetic articulography (EMA). Asia Pacific Journal of Speech, Language and Hearing. 2012, 第 1 作者
[58] Yan, Nan, Lam, Paul K Y, Ng, Manwa L. Pitch Control in Esophageal and Tracheoesophageal Speech of Cantonese. FOLIA PHONIATRICA ET LOGOPAEDICA[J]. 2012, 第 1 作者64(5): 241-247, https://www.webofscience.com/wos/woscc/full-record/WOS:000314459800005.
[59] 燕楠. Vocal tract dimensional characteristics of professional male singers with differentsinging voice types. Proceedings of the 12th International Conference on Music Perception and Cognition. 2012, 第 1 作者
[60] 燕楠. Effect of Augmented Auditory Feedback on Pitch Production Accuracy in Singing. Proceedings of the 12th International Conference on Music Perception and Cognition. 2012, 第 1 作者
[61] 燕楠. Vocal fold vibratory characteristics different associated with different professional singing voice types – An electroglottographic analysis.. Proceedings of the 12th International Conference on Music Perception and Cognition. 2012, 第 1 作者
[62] 燕楠. wareness of form-sound correspondence in Chinese children with dyslexia: Preliminary results from event-related potentials and time. Proceedings of the 4th International Conference on BioMedical Engineering and Informatics. 2011, 第 1 作者
[63] 燕楠. Influence of English donor word stress on tonal assignment in Cantonese loanwords – An acoustic account. Proceedings of the 17th International Congress of Phonetic Sciences. 2011, 第 1 作者
[64] 燕楠. Deficits in processing characters in Chinese developmental dyslexia: Preliminary results from event-related potentials and time frequency analyses. International Journal of Linguistics. 2011, 第 1 作者
[65] 燕楠. Nonlinear dynamics of voices in esophageal phonation. Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2011, 第 1 作者
[66] 燕楠. 脑电生物反馈治疗系统的设计改进与预实验研究. 七届全国康复医学工程与康复工程研讨会. 2010, 第 1 作者
[67] Yan Nan, Wang Jue, Xue Steve An, Sheng Hengsong, Jiao Yongfen, Wang Jing, IEEE. Analysis of Propagation of Multi-channel EEG in the Test of Sustained Attention. 2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). 2010, 第 11 作者1666-1669, 
[68] Yan, Nan, Wang, Jue, Liu, Mingyu, Zong, Liang, Jiao, Yongfeng, Yue, Jing, Lv, Ye, Yang, Qin, Lan, Hai, Liu, Zhongye. Designing a Brain-computer Interface Device for Neurofeedback Using Virtual Environments. JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING[J]. 2008, 第 1 作者  通讯作者  28(3): 167-172, https://www.webofscience.com/wos/woscc/full-record/WOS:000266547500009.
[69] 燕楠. Brain-computer interfaces based on attention and complex mental tasks. e-Minds: International Journal on Human-Computer Interaction. 2008, 第 1 作者
[70] 燕楠. 基于虚拟现实技术的脑电生物反馈系统的开发. 中国生物医学工程联合年会. 2007, 第 1 作者
[71] 燕楠, 王珏, 魏娜, 宗良. 基于样本熵的注意力相关脑电特征信息提取与分类. 西安交通大学学报[J]. 2007, 第 1 作者41(10): 1237-1241, http://lib.cqvip.com/Qikan/Article/Detail?id=25567291.
[72] 燕楠. Brain-computer interfacesbased on attentionandcomplex mental tasks. Lecture Notes in Computer Science. 2007, 第 1 作者
[73] 刘明宇, 王珏, 郑崇勋, 燕楠. 应用非负矩阵分解方法提取注意力相关脑电特征. 生物物理学报[J]. 2006, 第 4 作者22(1): 67-72, http://lib.cqvip.com/Qikan/Article/Detail?id=21269055.
[74] 燕楠. Development of EEG biofeedback system based on virtual reality environment. Proceeding of the 27th Annual International Conference of the Engineering in Medicine and Biology Society. 2005, 第 1 作者
[75] 燕楠. Design of a radial basis function neural network for attention tasks event related potentials extraction. Proceeding of the 1st International Conference on Neural Interface and Control. 2005, 第 1 作者
[76] 刘明宇, 王珏, 燕楠, 魏娜, 郑崇勋. 一种新的注意力相关脑电分类算法设计. 西安交通大学学报[J]. 2005, 第 3 作者39(10): 1162-1164, http://lib.cqvip.com/Qikan/Article/Detail?id=20243050.
[77] 刘明宇, 王珏, 魏娜, 燕楠, 郑崇勋. 实时脑电信号眼电伪差去除方法的研究. 西安交通大学学报[J]. 2004, 第 4 作者38(12): 1306-1309, http://lib.cqvip.com/Qikan/Article/Detail?id=11313997.
[78] The Development of Categorical Perception of Lexical Tones in Mandarin-speaking Preschoolers. http://ir.siat.ac.cn:8080/handle/172644/6714.
[79] Constructing a three-dimension physiological vowel space of the Mandarin language using electromagnetic articulography. http://ir.siat.ac.cn:8080/handle/172644/4508.
[80] Energy Distribution Analysis and Nonlinear Dynamical Analysis of Adductor Spasmodic Dysphonia. http://ir.siat.ac.cn:8080/handle/172644/6715.
[81] Identification of accent in spoken English by Cantonese ESL speakers. http://ir.siat.ac.cn:8080/handle/172644/6587.
[82] The Influence of Language Experience on Categorical Perception of Vowels:Evidence from Mandarin and Korean. http://ir.siat.ac.cn:8080/handle/172644/10036.

（1） 言语运动整合治疗言语障碍-《整合医学——理论与实践》主编樊代明, 世界图书出版公司, 2019-03, 第 1 作者

   

（ 1 ） 语音生成的计算建模及在言语障碍康复中的应用, 参与, 国家级, 2012-01--2016-12
（ 2 ） 言语治疗及康复技术工程实验室, 参与, 省级, 2014-01--2015-12
（ 3 ） 海量语音数据的云计算, 参与, 省级, 2013-08--2015-08
（ 4 ） 多模态言语运动评估用于帕金森症构音障碍机制研究, 主持, 国家级, 2015-01--2017-12
（ 5 ） 聋儿言语脑功能重塑研究, 主持, 院级, 2016-01--2016-12
（ 6 ） 中国科学院人机智能协同系统重点实验室, 参与, 部委级, 2015-08--2017-08
（ 7 ） 镜像治疗对不同时期脑卒中运动性失语语言及认识功能影响的fMRI研究, 参与, 省级, 2016-01--2017-12
（ 8 ） 海云数据系统关键技术研究与系统研制, 参与, 部委级, 2014-01--2016-12
（ 9 ） 早期阿尔茨海默症的言语特征变异性及其神经机制研究, 主持, 国家级, 2018-01--2021-12
（ 10 ） 社交障碍的脑间耦合损伤和补偿机制研究, 主持, 省级, 2017-07--2020-07
（ 11 ） 动态认知脑网络分析的脑损伤评价与康复技术研究, 参与, 省级, 2018-06--2021-06
（ 12 ） 复杂环境下语音数据的目标识别与内容转写, 参与, 国家级, 2018-01--2022-12
（ 13 ） 神经认知步态康复机器人的多模态感知关键技术研究, 参与, 省级, 2018-06--2021-06

（1）The Development of Categorical Perception of Lexical Tones in Mandarin-speaking Preschoolers   2015-09-06
（2）A multi-channel multi-speaker articulatory database in Mandarin for speech visualization   2014-09-12
（3）Constructing a three-dimension physiological vowel space of the mandarin language using electromagnetic articulography    Jian Sun, Nan Yan and Lan Wang   2013-10-29
（4）An interactive speech training system with virtual reality articulation for mandarin-speaking hearing impaired children.   Xiaoqian Liu, Nan Yan, Lan Wang, Xueling Wu and Manwa L. Ng   2013-08-26
（5）Acoustical analysis of voice produced by Cantonese patients of unilateral vocal fold paralysis   Nan Yan, Lan Wang and Manwa L. Ng.   2013-08-05

与香港大学、香港中文大学、美国西北大学等海外知名院校开展广泛的合作。

现指导学生

严泉雷  硕士研究生  085211-计算机技术  

连重源  硕士研究生  085211-计算机技术  

莫贵明  硕士研究生  085208-电子与通信工程