{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T20:05:33Z","timestamp":1769544333790,"version":"3.49.0"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000026","name":"National Institute on Drug Abuse","doi-asserted-by":"publisher","award":["1R01DA059422"],"award-info":[{"award-number":["1R01DA059422"]}],"id":[{"id":"10.13039\/100000026","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1109\/msp.2025.3610974","type":"journal-article","created":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T06:06:57Z","timestamp":1769494017000},"page":"16-34","source":"Crossref","is-referenced-by-count":0,"title":["Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, challenges, and opportunities"],"prefix":"10.1109","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0092-8071","authenticated-orcid":false,"given":"Jialu","family":"Li","sequence":"first","affiliation":[{"name":"College of Information Science, University of Arizona, Tucson, AZ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marvin","family":"Lavechin","sequence":"additional","affiliation":[{"name":"Computational Psycholinguistics Lab, Massachusetts Institute of Technology, Cambridge, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-9735-0888","authenticated-orcid":false,"given":"Xulin","family":"Fan","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9586-5020","authenticated-orcid":false,"given":"Nancy L.","family":"McElwain","sequence":"additional","affiliation":[{"name":"Department of Human Development and Family Studies, University of Illinois Urbana-Champaign, Urbana, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alejandrina","family":"Cristia","sequence":"additional","affiliation":[{"name":"Laboratoire de Sciences Cognitives et Psycholinguistique, Centre National de la Recherche Scientifique (CNRS), ENS–EHESS–PSL University, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7449-5726","authenticated-orcid":false,"given":"Paola","family":"Garcia-Perera","sequence":"additional","affiliation":[{"name":"Johns Hopkins University, Baltimore, MD, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5631-2893","authenticated-orcid":false,"given":"Mark A.","family":"Hasegawa-Johnson","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2300671120"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/app12094419"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/jstsp.2019.2959393"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-021-00197-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.infbeh.2020.101511"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2196\/49316"},{"key":"ref7","first-page":"15","volume-title":"The LENA natural language study","volume":"3","author":"Gilkerson","year":"2008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1044\/2017_ajslp-17-0033"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1044\/2021_jslhr-20-00661"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-020-01365-9"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1057\/9780230223936_7"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2756406.2756951"},{"key":"ref13","author":"Bergelson","year":"2017","journal-title":"Bergelson Seedlings Homebank Corpus"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-020-01393-5"},{"key":"ref15","volume-title":"Speech enhancement for automatic analysis of childcentered audio recordings","author":"Mital","year":"2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2019-1268"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2018-51"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11910-017-0748-8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2019-1122"},{"key":"ref20","author":"Cychosz","year":"2019","journal-title":"Babblecor: A crosslinguistic corpus of babble development in five languages"},{"key":"ref21","author":"Hitczenko","journal-title":"Speech maturity dataset: A cross-cultural corpus of naturalistic child and adult vocalizations"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2017-43"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.32470\/vbbjtb0"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1177\/00238309060490020201"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10448292"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2023-1446"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/slt48900.2021.9383488"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2019-2961"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2019-2899"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2020-1690"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2023-460"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1121\/10.0024353"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2024-717"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2015.2457417"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/icassp43922.2022.9746096"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2018-1959"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2018-2187"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2020.03.003"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2021.07.010"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2023-1916"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2019-2110"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2024-540"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/icasspw62465.2024.10626416"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2017-1378"},{"key":"ref45","volume-title":"Machine Learning-Based Classification of Infant Directed Speech in Multiple Languages","author":"Aljarb","year":"2023"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/icassp49357.2023.10096728"},{"key":"ref47","article-title":"Signal processing for young child speech language development","volume-title":"Proc. 1st Workshop Child, Comput. Interact. (WOCCI)","author":"Xu","year":"2008"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-020-01460-x"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/lsp.2019.2929415"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2022.01.006"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/icdl61372.2024.10644508"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2023-978"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvoice.2014.04.007"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2024-159"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2023-2047"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2023-1335"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2023-2533"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.21437\/odyssey.2024-12"},{"key":"ref59","article-title":"Can generic LLMs help analyze child-adult interactions involving children with autism in clinical observation?","author":"Feng","year":"2024"},{"key":"ref60","article-title":"On the landscape of spoken language models: A comprehensive survey","author":"Arora","year":"2025","journal-title":"Trans. Mach. Learn. Res."}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/79\/11364177\/11364182.pdf?arnumber=11364182","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T06:12:20Z","timestamp":1769494340000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11364182\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":60,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/msp.2025.3610974","relation":{},"ISSN":["1053-5888","1558-0792"],"issn-type":[{"value":"1053-5888","type":"print"},{"value":"1558-0792","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11]]}}}