{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T11:31:15Z","timestamp":1748518275892,"version":"3.37.3"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2018,3,1]],"date-time":"2018-03-01T00:00:00Z","timestamp":1519862400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Audio Speech Lang. Process."],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1109\/taslp.2018.2789399","type":"journal-article","created":{"date-parts":[[2018,1,11]],"date-time":"2018-01-11T20:09:09Z","timestamp":1515701349000},"page":"633-645","source":"Crossref","is-referenced-by-count":9,"title":["A Unified Joint Model to Deal With Nuisance Variabilities in the i-Vector Space"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9219-162X","authenticated-orcid":false,"given":"Waad Ben","family":"Kheder","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Driss","family":"Matrouf","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moez","family":"Ajili","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean-Francois","family":"Bonastre","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Manipulating the multivariate Gaussian density","year":"2011","author":"sch\u00f6n","key":"ref39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/79.536825"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/89.861376"},{"key":"ref32","first-page":"122","article-title":"Synthesized stereo-based stochastic mapping with data selection\n for robust speech recognition","author":"huo","year":"0","journal-title":"Proc 2012 8th Int Symp Chin Spoken Lang Process"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2009.2018017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2015.7362753"},{"article-title":"Cepstral domain talker stress compensation for robust speech\n recognition","year":"1986","author":"chen","key":"ref37"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1993.319235"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1121\/1.405631"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1990.115969"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639151"},{"key":"ref61","article-title":"PCA-initialized deep neural networks\n applied to document image analysis","author":"seuret","year":"0","journal-title":"Proc Int l Conf Document Analysis and Recognition"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11397-5_7"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.21437\/Odyssey.2016-31"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178760"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2462851"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2009.08.009"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854360"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288858"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854361"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288859"},{"key":"ref23","first-page":"2317","article-title":"SNR-invariant PLDA modeling for robust speaker verification","author":"li","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref26","first-page":"214","article-title":"Non-linear PLDA for i-vector speaker verification","author":"novoselov","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2308473"},{"key":"ref50","first-page":"1929","article-title":"Dropout: A simple\n way to prevent neural networks from overfitting","volume":"15","author":"hinton","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref51","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"0","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref59","first-page":"2465","article-title":"Improving short utterance based i-vector speaker recognition using source and utterance-duration normalization\n techniques","author":"kanagasundaram","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2013.2279332"},{"key":"ref57","first-page":"2662","article-title":"Study of the effect of\n i-vector modeling on short and mismatch utterance duration for speaker verification","author":"sarkar","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639154"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-49127-9_37"},{"key":"ref54","first-page":"2341","article-title":"I-vector based speaker\n recognition on short utterances","author":"kanagasundaram","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2013.2243436"},{"key":"ref52","first-page":"2662","article-title":"Study of the effect of\n i-vector modeling on short and mismatch utterance duration for speaker verification","author":"sarkar","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2308398"},{"key":"ref11","first-page":"1696","article-title":"Mean\n Hilbert envelope coefficients (MHEC) for robust speaker recognition","author":"sadjadi","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2016-1302"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288820"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.02.016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639100"},{"key":"ref15","first-page":"72","article-title":"Nonlinear discriminant feature extraction for\n robust text-independent speaker recognition","author":"konig","year":"0","journal-title":"ESCA Workshop on Speaker Recognition and its Commercial and Forensic Applications RLA2C"},{"key":"ref16","first-page":"3661","article-title":"Improvement of\n distant-talking speaker identification using bottleneck features of DNN","author":"yamada","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854356"},{"key":"ref18","first-page":"5","article-title":"Uncertainty propagation for noise robust speaker recognition: The case of NIST-SRE","author":"ribas","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638976"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409052"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2064307"},{"key":"ref6","first-page":"157","article-title":"Variance-spectra based normalization for i-vector standard and\n probabilistic linear discriminant analysis","author":"bousquet","year":"0","journal-title":"Proc Odyssey"},{"key":"ref5","article-title":"Bayesian speaker verification with heavy-tailed priors","author":"kenny","year":"0","journal-title":"Proc Odyssey"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/89.365379"},{"key":"ref7","first-page":"249","article-title":"Analysis of i-vector length normalization in speaker recognition systems","author":"garcia-romero","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref49","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful representations in\n a deep network with a local denoising criterion","volume":"11","author":"vincent","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288857"},{"year":"2017","key":"ref46","article-title":"Freesound.org."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2016-1129"},{"key":"ref48","article-title":"Keras.","author":"chollet","year":"2015","journal-title":"et\ufffdal"},{"key":"ref47","article-title":"FaNT&#x2013;Filtering and noise adding tool.","author":"hirsch","year":"0","journal-title":"Proc Niederrhein University App Sci"},{"key":"ref42","first-page":"1242","article-title":"A straightforward and\n efficient implementation of the factor analysis model for speaker verification","author":"matrouf","year":"0","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2016-1292"},{"year":"2010","key":"ref44","article-title":"The NIST year 2010 speaker recognition evaluation plan"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409052"}],"container-title":["IEEE\/ACM Transactions on Audio, Speech, and Language Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570655\/8253682\/08253863.pdf?arnumber=8253863","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:17:13Z","timestamp":1642004233000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8253863\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3]]},"references-count":61,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/taslp.2018.2789399","relation":{},"ISSN":["2329-9290","2329-9304"],"issn-type":[{"type":"print","value":"2329-9290"},{"type":"electronic","value":"2329-9304"}],"subject":[],"published":{"date-parts":[[2018,3]]}}}