个人简历

自2006年起一直从事人工智能、深度学习、智能语音信息处理相关方面的研究，主持并参与过国家自然科学基金、十一五国防预研、英国EPSRC等项目。在自动语音识别、说话人识别、机器学习与模式识别等方面做出了一定的研究成果，在语音领域两大顶级国际会议ICASSP、INTERSPEECH上发表多篇学术论文，同时担任“上海师范大学-云知声自然人机交互”联合实验室负责人，主要从事智能语音人机交互方面的研究。
学习及工作经历：
2013/06-至今，上海师范大学，电气信息系，副研究员
2011/10-2013/4，英国剑桥大学，博士后，导师：PhilWoodland
2009/09-2010/02，微软亚洲研究院，语音组，Intern
2008/07-2009/02，新加坡南洋理工大学及I2R研究院，HLT部门，交流学生
2006/9–2011/6，中国科学技术大学，科大讯飞语音实验室，博士，导师：戴礼荣
国际科研合作：
1.与新加坡国立大学（NUS）的HaizhouLi教授合作，联合培养在读研究生
2019.8-至今：研究生周心远到NUS联合培养，主要从事基于深度学习的中英文混合语音识别声学建模的研究

研究领域

智能语音信息处理，机器学习，包括：
（1）语音识别：大词汇量连续语音识别声学建模，声学模型自适应，语音唤醒和识别技术等
（2）声纹识别：Anti-spoofingspeakerverification,end-to-endspeakerrecognition等
（3）语音信号处理：远场语音信号的噪声鲁棒性研究，如语音增强，麦克风阵列信号处理等"科研获奖及学术评测：
1.2018年，“上海产学研合作优秀项目奖”二等奖，第一完成人。
2.2016年，国际“中英文混合语音识别竞赛(OC16Chinese-EnglishMixASRChallenge)”，提交的“SHNU”中英文混合语音识别系统取得国际第2名。
3.2018年7-8月，第5届国际多通道语音分离和识别评测(The5thCHiMESpeechSeparationandRecognitionChallenge

近期论文

[1].Y.Long,Q.Zhang,S.Wei,H.Ye,J.Yang.AcousticdataaugmentationforMandarin-Englishcode-switchingspeechrecognition,2019,AppliedAcoustics,online:https://doi.org/10.1016/j.apacoust.2019.107175.
[2].R.He,Y.Long,Y.Li,J.Liang.Mask-basedblindsourceseparationandMVDRbeamforminginASR,InternationalJournalofSpeechTechnology,2019,online:http://link.springer.com/article/10.1007/s10772-019-09666-x
[3].Y.Shi,J.Zhou,Y.Long,Y.Li,H.Mao.AddressingText-DependentSpeakerVerificationUsingSingingSpeech.AppliedSciences,2019,9(13),2636.
[4].Y.Long,S.Wei,Q.Zhang,C.Yang.Large-ScaleSemi-SupervisedTraininginDeepLearningAcousticModelforASR.IEEEAccess,2019,(7):133615-133627.
[5].Z.Feng,Q.Tong,Y.Long,S.Weiandet.al.SHNUAnti-spoofingsystemsforASVspoof2019Challenge,APSIPA2019,pp.548-552.
[6].Y.Long,Y.Li,B.Zhang.Offlinetoonlinespeakeradaptationforreal-timedeepneuralnetworkbasedLVCSRsystems.MultimediaToolsandApplications,2018,77(21):28101-28119.
[7].Y.Long,R.He.TheSHNUSystemfortheCHiME-5Challenge.Proc.CHiME2018WorkshoponSpeechProcessinginEverydayEnvironments.2018:64-66.
[8].YanhuaLong,HongYe,YijieLi,JiaenLiang.ActiveLearningforLF-MMITrainedNeuralNetworksinASR.Proc.Interspeech,2018:2898-2902.
[9].YanZhang,YanhuaLong,XiangrongShen,et.al.Articulatorymovementfeaturesforshort-durationtext-dependentspeakerverification.InternationalJournalofSpeechTechnology,2017,20(4):753-759.
[10].YanhuaLong,YijieLi,HongYe.HongweiMao.Domainadaptationoflattice-freeMMIbasedTDNNmodelsforspeechrecognition.InternationalJournalofSpeechTechnology,2017,20(1):171-178.
[11].YanhuaLong,et.al.DomainCompensationBasedonPhoneticallyDiscriminativeFeaturesforSpeakerVerification,ComputerSpeech&Language,2017,(41):161-179.
[12].HaoranWei,YanhuaLong,et.al.Improvementsonself-adaptivevoiceactivitydetectorfortelephonedata,InternationalJournalofSpeechTechnology,2016,19(3):623-630.
[13].龙艳花，倪继锋，叶宏.“基于深度神经网络的说话人信道自适应方法”，2016,48(2):151-155.
[14].YanhuaLong,HongYe.FilledPauseRefinementBasedonthePronunciationProbabilityforLectureSpeech,PLosOne,10(4):2015,e0123466.doi:10.1371/journal.pone.0123466.
[15].BoLi,YanhuaLong,HongYe.OutlierDetectionandClusterCenterInitializationforK-meansAlgorithm,JournalofComputationalInformationSystems,11(12):2015,4333–4342.
[16].龙艳花，戴礼荣.“采用M-矢量和支持向量机的说话人确认系统”.华中科技大学学报(自然科学版)，2014，42(8):63-68.
[17].Y.Long,M.J.F.Gales,P.Lanchantin,X.Liu,M.S.Seigel,P.C.Woodland.“ImprovingLightlySupervisedTrainingforBroadcastTranscription”.Interspeech,pp.2187-2191,2013.
[18].P.Lanchantin,P.Bell,M.J.F.Gales,T.Hain,X.Liu,Y.Long,J.Quinnell,S.Renals,O.Saz,M.S.Seigel,P.Swietojanski,P.C.Woodland.“Automatictranscriptionofmulti-genremediaarchives”.SLAM,pp.26-31,2013.
[19].P.Bell,M.Gales,P.Lanchantin,X.Liu,Y.Long,S.Renals,P.Swietojanski,P.C.Woodland,“TranscriptionofMulti-GenreMediaArchivesUsingOut-of-domaindata”,SLT,pp.324-329,2012.
[20].YanhuaLong,Zhi-JieYan,FrankKSoong,et.al.“ImprovementsinSpeakerCharacterizationUsingSpectralSubbandEnergyBasedonHarmonicplusNoiseModel”,pp.373-376,INTERSPEECH,2011.
[21].YanhuaLong,Zhi-JieYan,FrankKSoong,et.al.“SpeakerCharacterizationusingSpectralSubbandEnergyRatiobasedonHarmonicPlusNoiseModel”,pp.4520-4523,ICASSP,2011.
[22].YingXU,YanSong,Yan-HuaLong,et.al.”TheDescriptionofiFlyTekSpeechLabSystemforNIST2009LanguageRecognitionEvaluation”,pp.157-161,ISCSLP,2010.
[23].YanhuaLong,LiRongDai,Er-yuWang,et.al.“Non-negativematrixfactorizationbaseddiscriminativefeaturesforspeakerverification”,pp.291-295,ISCSLP,2010.
[24].WuGuo,YanhuaLong,EryuWang,er.al.“IFlyspeechlab2010speakerrecognitionevaluationsystemdescription”.NISTSRE2010,systemdescriptionpaper.(NISTSRE2010Evaluationpaper)
[25].YanhuaLong,LiRongDai,BinMa,WuGuo.“EffectsofthePhonologicalRelevanceinSpeakerVerification”,pp.2130-2133,INTERSPEECH,2010.
[26].WuGuo,ZhaoZhang,YanhuaLong,LirongDai.“N-gramNearestNeighborAlgorithmforVoicePasswordSystem”,pp.4438-4441,ICASSP,2010.
[27].YanhuaLong,BinMa,HaizhouLi,et.al.“ExploitingProsodicInformationforSpeakerRecognition”,pp.4225-4228,ICASSP,2009.
[28].WuGuo,YanhuaLong,YijieLi,et.al.“iFLYsystemfortheNIST2008speakerrecognitionevaluation”,pp.4209–4212,ICASSP,2009.
[29].YanhuaLong,WuGuo,BinMa,et.al.“SubspaceConstructionandSelectionforSpeakerRecognition”,pp.1-4,ICICS,2009.
[30].YanhuaLong,WuGuo,Lirongdai.“APCAMethodBasedonSpeakerSessionVariability”,JournalofPatternrecognitionandartificialintelligence,pp.270-274,No.22,Issue2,2009.
[31].YanhuaLong,WuGuo,LiRongDai.“ToBalanceTrainingDataforSVMBasedSpeakerVerification“,JournalofChineseInformationProcessing,pp.76-80,No.5,Issue3,2008.(Chinesecorejournals)
[32].YanhuaLong,WuGuo,LiRongDai.”AnSIPCA-WCCNMethodforSVM-basedSpeakerVerificationSystem”,pp.1295–1299,ICALIP,2008
[33].YanhuaLong,WuGuo,LiRongDai.”InterfusingtheConfusedRegionScoreofSpeakerVerificationSystems”,pp.1-4,ISCSLP2008.
[34].YanhuaLong,WuGuo,LiRongDai.”SequenceKernelforSVMbasedSpeakerverificationsystem”,JournalofTsinghuaUniversity(ScienceandTechnology),pp.688-692,Vol.48,No.S1,2008.