{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T16:23:57Z","timestamp":1781713437657,"version":"3.54.5"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Government of Canada&#x0027;s New Frontiers in Research Fund","award":["NFRFR-2021-00338"],"award-info":[{"award-number":["NFRFR-2021-00338"]}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["RGPIN-2019-05381"],"award-info":[{"award-number":["RGPIN-2019-05381"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1109\/jstsp.2022.3196562","type":"journal-article","created":{"date-parts":[[2022,8,4]],"date-time":"2022-08-04T19:22:05Z","timestamp":1659640925000},"page":"1263-1272","source":"Crossref","is-referenced-by-count":21,"title":["L-Mix: A Latent-Level Instance Mixup Regularization for Robust Self-Supervised Speaker Representation Learning"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8739-9349","authenticated-orcid":false,"given":"Woo Hyun","family":"Kang","sequence":"first","affiliation":[{"name":"Computer Research Institute of Montreal, Montreal, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1081-3665","authenticated-orcid":false,"given":"Jahangir","family":"Alam","sequence":"additional","affiliation":[{"name":"Computer Research Institute of Montreal, Montreal, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5749-1643","authenticated-orcid":false,"given":"Abderrahim","family":"Fathan","sequence":"additional","affiliation":[{"name":"Computer Research Institute of Montreal, Montreal, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2462851"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2064307"},{"key":"ref3","first-page":"1","article-title":"A Small Footprint I-Vector Extractor","volume-title":"Odyssey","volume":"2012","author":"Kenny","year":"2012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461375"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2017-620"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2650"},{"key":"ref7","article-title":"Augmentation adversarial training for unsupervised speaker recognition","volume-title":"Proc. Workshop Self-Supervised Learn. Speech Audio Process.","author":"Huh","year":"2020"},{"key":"ref8","article-title":"Unsupervised representation learning for speaker recognition via contrastive equilibrium learning","author":"Mun","year":"2020","journal-title":"arXiv:2010.11433"},{"key":"ref9","article-title":"Learning speaker embedding with momentum contrast","author":"Ding","year":"2020","journal-title":"arXiv:2001.01986"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413351"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7687-1_79"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.21437\/ASVSPOOF.2021-10"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414483"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2021.10.016"},{"key":"ref15","first-page":"6438","article-title":"Manifold mixup: Better representations by interpolating hidden states","volume-title":"Proc. 36th Int. Conf. Mach. Learn.","author":"Verma","year":"2019"},{"key":"ref16","article-title":"i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Lee","year":"2021"},{"key":"ref17","article-title":"Investigation on instance mixup regularization strategies for self-supervised speaker representation learning","volume-title":"Proc. AAAI Workshop Self-supervised Learn. Audio Speech Process.","author":"Kang","year":"2022"},{"key":"ref18","article-title":"Auto-encoding variational bayes","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2020-1064"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref22","article-title":"Clova baseline system for the VoxCeleb speaker recognition challenge 2020","volume-title":"arXiv:2009.14153","author":"Heo"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2021.3087709"},{"key":"ref24","article-title":"The idlab VoxCceleb speaker recognition challenge 2020 system description","author":"Thienpondt","year":"2020","journal-title":"arXiv:2010.12468"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2018.2822810"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2019-2680"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3009987"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2018-1929"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2017-950"},{"key":"ref30","article-title":"The kaldi speech recognition toolkit","volume-title":"Proc. IEEE Workshop Autom. Speech Recognit. Understanding","author":"Povey","year":"2011"},{"key":"ref31","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Representations","author":"Kingma","year":"2015"},{"key":"ref32","first-page":"2451","article-title":"Recurrent world models facilitate policy evolution","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ha","year":"2018"},{"key":"ref33","first-page":"2825","article-title":"Scikit-learn: Machine learning in python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17293"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207304"},{"key":"ref37","first-page":"1641","article-title":"Semi-supervised contrastive learning with generalized contrastive loss and its application to speaker recognition","volume-title":"Proc. Asia-Pacific Signal Inf. Process. Assoc. Annu. Summit Conf.","author":"Inoue","year":"2020"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414973"},{"key":"ref39","article-title":"The DKU-dukeECE systems for voxceleb speaker recognition challenge","author":"Wang","year":"2020","journal-title":"arXiv:2010.12731"},{"issue":"2","key":"ref40","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1023\/A:1009783824328","article-title":"BIRCH: A new data clustering algorithm and its applications","volume":"1","author":"Zhang","year":"1997","journal-title":"Data Mining Knowl. Discov."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/BF01890115"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/9923627\/09850385.pdf?arnumber=9850385","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T11:14:47Z","timestamp":1706786087000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9850385\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10]]},"references-count":41,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2022.3196562","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"value":"1932-4553","type":"print"},{"value":"1941-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10]]}}}