个人简历

教育经历：
2011/02–2014/06:东南大学，信息与通信工程，工学博士
2006/09–2009/03:东南大学，信号与信息处理，工学硕士
2002/09–2006/06:山东科技大学，电子信息工程，工学学士
工作经历：
2014/07–至今:烟台大学，教师
2009/03–2011/01:摩托罗拉(中国)软件研发中心，软件工程师
2007/12–2008/05:微软亚洲研究院，研究实习生

研究领域

研究方向：语音信号处理、模式识别、机器学习"目前研究兴趣：
情感计算、语音信号处理、机器学习、城市计算等
目前主持的科研项目：
1)国家自然科学基金，面向多语种语音数据的自适应情感识别算法研究(61703360)

近期论文

PengSong,WenmingZheng.FeatureSelectionBasedTransferSubspaceLearningforSpeechEmotionRecognition.IEEETransactionsonAffectiveComputing.2018,DOI:10.1109/TAFFC.2018.2800046(情感计算领域顶级期刊，SCI,IF:4.585,JCR一区,CCFB类、CAAA类)
TengfeiSong,WenmingZheng,PengSong,ZhenCui,EEGEmotionRecognitionUsingDynamicalGraphConvolutionalNeuralNetworks,IEEETransactionsonAffectiveComputing,2018,DOI:10.1109/TAFFC.2018.2817622(SCI,IF:4.585)
ShifengOu,PengSong,YingGao.SoftDecisionBasedGaussian-LaplacianCombinationModelforNoisySpeechEnhancement.ChineseJournalofElectronics.2018,27(4):827-834(SCI)
PengSong.TransferLinearSubspaceLearningforCross-corpusSpeechEmotionRecognition.IEEETransactionsonAffectiveComputing.2017.DOI:10.1109/TAFFC.2017.2705696(SCI)
ShifengOu,PengSong,YingGao.Phase-SensitiveDecision-DirectedSNREstimatorforSingle-ChannelSpeechEnhancement.InternationalJournalofPatternRecognitionandArtificialIntelligence.2017,31(8):1758003-1~1758003-16(SCI,CCFC类,IF：0.994)
PengSong,WenmingZheng,ShifengOu,etal.Cross-corpusspeechemotionrecognitionbasedontransfernon-negativematrixfactorization.SpeechCommunication.2016,83:34-41.(语音领域顶级期刊,CCFB类，SCI,IF:1.768,JCR二区)
PengSong,YunJin,ChengZha,etal.Speechemotionrecognitionmethodbasedonhiddenfactoranalysis.ElectronicsLetters.2015,51(1):112-114.(SCI,IF:1.155,JCR三区)
PengSong,YunJin,LiZhao,etal.Speechemotionrecognitionusingtransferlearning.IEICETRANSACTIONSonInformationandSystems,2014,E97-D(9):2530–2532.(SCI,IF:0.411)
部分国际会议论文
PengSong,WenmingZheng,ShifengOu,YunJin,WenmingMa,YanweiYu.JointTransferSubspaceLearningandFeatureSelectionforCross-corpusSpeechEmotionRecognition.InternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP2018),Calgary,Canada,2018,5504-5508(语音领域顶级国际会议,CCFB类)
RuoshanLan,YanweiYu,LeiCao,PengSong,YingjieWang.DiscoveringMovingObjectEvolvingGroupsfromMassiveTrajectoryStreams.InternationalConferenceonMobileDataManagement(MDM2017).Daejeon,SouthKorea,2017.256-265(EI,oral,CCFC类)
PengSong,ShifengOu,WenmingZheng,etal.SpeechEmotionRecognitionUsingTransferNon-negativeMatrixFactorization.InternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP2016)，Shanghai,China,2016.5180-5184.(EI,oral)
PengSong,XinranZhang,ShifengOu,etal.Cross-corpusspeechemotionrecognitionusingtransfersemi-superviseddiscriminantanalysis.The10thInternationalSymposiumonChineseSpokenLanguageProcessing(ISCSLP2016),Tianjin,China,2016.(EI,oral,语音领域重要国际会议)
PengSong,YunJin,WenmingZheng,etal.Text-independentvoiceconversionusingspeakermodelalignmentmethodfromnon-parallelspeech.In:INTERSPEECH2014,Singapore.2308-2312,2014.(EI,oral,语音领域顶级国际会议,CCFC类)
YunJin,PengSong,WenmingZheng,etal.Afeatureselectionandfeaturefusioncombinationmethodforspeaker-independentspeechemotionrecognition.In:InternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP2014).2014,Florence,Italy.4841-4845.(EI)
PengSong,WenmingZheng,LiZhao.Non-paralleltrainingforvoiceconversionbasedonadaptationmethod.In:InternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP2013).2013,Vancovour,Canada.6905-6909.(EI,oral)
目前为IEEE、IEICE、CCF及CAA会员。担任EEETrans.onAffectiveComputing、SpeechCommunication、IEEEAccess、Neurocomputing、PatternRecognitionLetters、IEEESignalProcessingLetters、INTERSPEECH、ICPR等10余个国内外期刊和国际会议的审稿人。