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Forty-two participants (aged 48\u201375\u2009years) performed the two tests remotely using their own equipment. The participants were recruited with pure-tone audiometry known a priori. The agreements between the true and estimated hearing thresholds were assessed using Bland\u2013Altman plots\u00a0and concordance correlation coefficients (CCC). The notched-noise test was used to derive auditory filter shape parameters, from which equivalent rectangular bandwidths (ERBs) were estimated. The ERBs were correlated with participants' hearing thresholds and compared to published data. The agreement between the true and estimated hearing thresholds ranged between poor and fair (CCC\u2009=\u20090.19 and 0.34), with an average bias (\u00b1limit of agreements) of 27.3 (\u00b117.8) dB. This was attributed to the lack of calibration of the participants' equipment. The estimated ERBs followed the trend of published data and were significantly correlated with pure-tone audiometry at 1000\u2009Hz (rs\u2009=\u20090.36). Our findings indicate that the remote detection and discrimination tests can collectively track the breakpoints, slopes of thresholds, and the width of auditory filters.<\/jats:p>","DOI":"10.1121\/10.0042400","type":"journal-article","created":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T13:14:02Z","timestamp":1770642842000},"page":"1210-1224","update-policy":"https:\/\/doi.org\/10.1063\/aip-crossmark-policy-page","source":"Crossref","is-referenced-by-count":0,"title":["Remote audiogram and notched-noise tests using Gaussian processes"],"prefix":"10.1121","volume":"159","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4392-6933","authenticated-orcid":false,"given":"Emanuele","family":"Perugia","sequence":"first","affiliation":[{"name":"Manchester Centre for Audiology and Deafness, Division of Psychology, Communication and Human Neuroscience, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre 1 , Manchester,","place":["United Kingdom"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2252-9258","authenticated-orcid":false,"given":"Michael A.","family":"Stone","sequence":"additional","affiliation":[{"name":"Manchester Centre for Audiology and Deafness, Division of Psychology, Communication and Human Neuroscience, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre 1 , Manchester,","place":["United Kingdom"]},{"name":"Manchester University Hospitals NHS Foundation Trust 2 , Manchester,","place":["United Kingdom"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3638-2787","authenticated-orcid":false,"given":"Karolina","family":"Kluk","sequence":"additional","affiliation":[{"name":"Manchester Centre for Audiology and Deafness, Division of Psychology, Communication and Human Neuroscience, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre 1 , Manchester,","place":["United Kingdom"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Josef","family":"Schlittenlacher","sequence":"additional","affiliation":[{"name":"Speech, Hearing & Phonetic Sciences, Faculty of Brain Sciences, University College London 3 ,","place":["United Kingdom"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"231","published-online":{"date-parts":[[2026,2,9]]},"reference":[{"key":"2026022711361894800_c1","volume-title":"Practical Statistics for Medical Research","year":"1991"},{"key":"2026022711361894800_c2","doi-asserted-by":"publisher","first-page":"918","DOI":"10.1097\/AUD.0000000000000669","article-title":"Online machine learning audiometry","volume":"40","year":"2019","journal-title":"Ear Hear"},{"key":"2026022711361894800_c3","doi-asserted-by":"publisher","first-page":"1145","DOI":"10.1080\/14992027.2022.2128446","article-title":"Barriers and facilitators to tele-audiology service delivery in Australia during the COVID-19 pandemic: Perspectives of hearing healthcare clinicians","volume":"62","year":"2023","journal-title":"Int. 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