{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T10:31:10Z","timestamp":1770892270803,"version":"3.50.1"},"reference-count":45,"publisher":"Wiley","issue":"2","license":[{"start":{"date-parts":[[2025,10,3]],"date-time":"2025-10-03T00:00:00Z","timestamp":1759449600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2025,10,3]],"date-time":"2025-10-03T00:00:00Z","timestamp":1759449600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Euro Eating Disorders Rev"],"published-print":{"date-parts":[[2026,3]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>Eating disorder (ED) history may impact mother\u2010child communication during mealtimes and contribute to transgenerational transmission of ED. This study employed machine learning (ML) to identify speech characteristics during mother\u2010child feeding interactions, aiming for investigating whether vocalised affective characteristics differ between mothers with and without ED history when feeding their child.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Method<\/jats:title>\n                    <jats:p>\n                      Mothers with (\n                      <jats:italic>n<\/jats:italic>\n                      \u00a0=\u00a017) and without ED history (\n                      <jats:italic>n<\/jats:italic>\n                      \u00a0=\u00a027) and their children (10\u00a0months) were filmed at home during mealtime. Various ML models were exploratively tested to assess their suitability for analysing maternal voice data. Diagnosis of an ED history was based on the structured Eating Disorder Examination Interview.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>A ML model specialised for the prediction of emotional arousal, valence and dominance provided the most pronounced differences between the groups. These variables were consistently stronger expressed in the voices of mothers with ED history during child feeding, predominantly in the middle of the interaction.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Voice data suggests that mothers with ED history might be emotionally stronger involved throughout child feeding. This indicates that there are differences in communication between women with and without ED history and highlights the importance of research into maternal communication in affected families. ML approaches are promising tools as they can detect more subtle nuances compared to questionnaires.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/erv.70038","type":"journal-article","created":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T05:11:13Z","timestamp":1759554673000},"page":"388-397","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Affective Dimensions in Maternal Voice During Child Feeding in Mothers With and Without Eating Disorder History\u2014Findings From a Machine Learning Analysis of Speech Data"],"prefix":"10.1002","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-0908-7623","authenticated-orcid":false,"given":"Jana Katharina","family":"Throm","sequence":"first","affiliation":[{"name":"Department of Psychosomatic Medicine and Psychotherapy University Hospital Tuebingen  Tuebingen Germany"},{"name":"Centre of Excellence for Eating Disorders Tuebingen (KOMET) University Hospital Tuebingen  Tuebingen Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8842-2958","authenticated-orcid":false,"given":"Manuel","family":"Milling","sequence":"additional","affiliation":[{"name":"EIHW\u2014Embedded Intelligence for Health Care and Wellbeing University of Augsburg  Augsburg Germany"},{"name":"CHI\u2014Chair of Health Informatics Technical University of Munich MRI  Munich Germany"},{"name":"MCML\u2014Munich Center for Machine Learning  Munich Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8338-617X","authenticated-orcid":false,"given":"Andreas","family":"Triantafyllopoulos","sequence":"additional","affiliation":[{"name":"EIHW\u2014Embedded Intelligence for Health Care and Wellbeing University of Augsburg  Augsburg Germany"},{"name":"CHI\u2014Chair of Health Informatics Technical University of Munich MRI  Munich Germany"},{"name":"MCML\u2014Munich Center for Machine Learning  Munich Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4757-2220","authenticated-orcid":false,"given":"Alexander","family":"Kathan","sequence":"additional","affiliation":[{"name":"EIHW\u2014Embedded Intelligence for Health Care and Wellbeing University of Augsburg  Augsburg Germany"},{"name":"CHI\u2014Chair of Health Informatics Technical University of Munich MRI  Munich Germany"},{"name":"MCML\u2014Munich Center for Machine Learning  Munich Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2132-2837","authenticated-orcid":false,"given":"Annica Franziska","family":"D\u00f6rsam","sequence":"additional","affiliation":[{"name":"Department of Psychosomatic Medicine and Psychotherapy University Hospital Tuebingen  Tuebingen Germany"},{"name":"Centre of Excellence for Eating Disorders Tuebingen (KOMET) University Hospital Tuebingen  Tuebingen Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2886-9253","authenticated-orcid":false,"given":"Johanna","family":"L\u00f6chner","sequence":"additional","affiliation":[{"name":"Department of Child and Adolescent Psychology and Psychotherapy Friedrich\u2010Alexander\u2010University Erlangen\u2010Nuremberg  Erlangen Germany"},{"name":"German Center for Mental Health (DZPG)  T\u00fcbingen Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6478-8699","authenticated-orcid":false,"given":"Bj\u00f6rn","family":"Schuller","sequence":"additional","affiliation":[{"name":"EIHW\u2014Embedded Intelligence for Health Care and Wellbeing University of Augsburg  Augsburg Germany"},{"name":"CHI\u2014Chair of Health Informatics Technical University of Munich MRI  Munich Germany"},{"name":"MCML\u2014Munich Center for Machine Learning  Munich Germany"},{"name":"MDSI\u2014Munich Data Science Institute Technical University of Munich  Munich Germany"},{"name":"GLAM\u2014Groupon Language, Audio &amp; Music Imperial College  London UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0938-4402","authenticated-orcid":false,"given":"Katrin Elisabeth","family":"Giel","sequence":"additional","affiliation":[{"name":"Department of Psychosomatic Medicine and Psychotherapy University Hospital Tuebingen  Tuebingen Germany"},{"name":"Centre of Excellence for Eating Disorders Tuebingen (KOMET) University Hospital Tuebingen  Tuebingen Germany"},{"name":"German Center for Mental Health (DZPG)  T\u00fcbingen Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2025,10,3]]},"reference":[{"key":"e_1_2_13_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bodyim.2017.01.001"},{"key":"e_1_2_13_3_1","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2006.11477"},{"key":"e_1_2_13_4_1","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2021.750284"},{"key":"e_1_2_13_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41398\u2010023\u201002594\u20100"},{"key":"e_1_2_13_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/acps.12389"},{"key":"e_1_2_13_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpr.2021.102031"},{"key":"e_1_2_13_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/15295192.2019.1642688"},{"key":"e_1_2_13_9_1","doi-asserted-by":"publisher","DOI":"10.2307\/2136404"},{"key":"e_1_2_13_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/tassp.1980.1163420"},{"key":"e_1_2_13_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/erv.2870"},{"key":"e_1_2_13_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.appet.2024.107551"},{"key":"e_1_2_13_13_1","doi-asserted-by":"publisher","DOI":"10.1002\/eat.23780"},{"key":"e_1_2_13_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00737\u2010014\u20100445\u20104"},{"key":"e_1_2_13_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2015.2457417"},{"key":"e_1_2_13_16_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40337\u2010022\u201000581\u20102"},{"key":"e_1_2_13_17_1","doi-asserted-by":"publisher","DOI":"10.1121\/1.5087816"},{"key":"e_1_2_13_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2023.100873"},{"key":"e_1_2_13_19_1","doi-asserted-by":"publisher","DOI":"10.1026\/0012\u20101924.50.4.171"},{"key":"e_1_2_13_20_1","volume-title":"Deutsche Gesellschaft F\u00fcr Verhaltenstherapie (DGVT)","author":"Hilbert A.","year":"2016"},{"key":"e_1_2_13_21_1","doi-asserted-by":"publisher","DOI":"10.1026\/0012\u20101924.53.3.144"},{"key":"e_1_2_13_22_1","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2023-1668"},{"key":"e_1_2_13_23_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12888\u2010016\u20100875\u20109"},{"key":"e_1_2_13_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.beth.2022.08.006"},{"key":"e_1_2_13_25_1","volume-title":"Gesundheitsfragebogen F\u00fcr Patienten (PHQ\u2010D). Manual Und Testunterlagen","author":"L\u00f6we B.","year":"2001"},{"key":"e_1_2_13_26_1","doi-asserted-by":"publisher","DOI":"10.1002\/eat.22648"},{"key":"e_1_2_13_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00737\u2010020\u201001019\u2010x"},{"key":"e_1_2_13_28_1","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2022.837269"},{"key":"e_1_2_13_29_1","doi-asserted-by":"publisher","DOI":"10.3389\/fdgth.2022.886615"},{"key":"e_1_2_13_30_1","unstructured":"Miranda J. A. L.Guti\u00e9rrez\u2010Mart\u00edn E.Rituerto\u2010Gonz\u00e1lez et\u00a0al.2022. \u201cWEMAC: Women and Emotion multi\u2010modal Affective Computing Dataset.\u201d arXiv preprint arXiv:2203.00456."},{"key":"e_1_2_13_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/00223980.2019.1583162"},{"key":"e_1_2_13_32_1","unstructured":"Ravanelli M. T.Parcollet P.Plantinga et\u00a0al.2021. \u201cSpeechbrain: A General\u2010Purpose Speech Toolkit.\u201d arXiv preprint arXiv:2106.04624."},{"key":"e_1_2_13_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/0092\u20106566(77)90037\u2010x"},{"key":"e_1_2_13_34_1","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2016-867"},{"key":"e_1_2_13_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469\u20107610.1994.tb01218.x"},{"key":"e_1_2_13_36_1","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.179.2.157"},{"key":"e_1_2_13_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.appet.2024.107584"},{"key":"e_1_2_13_38_1","doi-asserted-by":"publisher","DOI":"10.1002\/eat.24338"},{"key":"e_1_2_13_39_1","doi-asserted-by":"publisher","DOI":"10.1002\/erv.1090"},{"key":"e_1_2_13_40_1","doi-asserted-by":"crossref","unstructured":"Triantafyllopoulos A. J.Wagner H.Wierstorf et\u00a0al.2022. \u201cProbing Speech Emotion Recognition Transformers for Linguistic Knowledge.\u201d arXiv preprint arXiv:2204.00400.","DOI":"10.21437\/Interspeech.2022-10371"},{"key":"e_1_2_13_41_1","doi-asserted-by":"publisher","DOI":"10.3389\/fdgth.2023.1196079"},{"key":"e_1_2_13_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512533"},{"key":"e_1_2_13_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2023.3263585"},{"key":"e_1_2_13_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11920\u2010018\u20100970\u20103"},{"key":"e_1_2_13_45_1","doi-asserted-by":"publisher","DOI":"10.1002\/(sici)1098\u2010108x(199903)25:2<123::aid\u2010eat1>3.0.co;2\u2010b"},{"key":"e_1_2_13_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jadohealth.2019.04.031"}],"container-title":["European Eating Disorders Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/erv.70038","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/erv.70038","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/erv.70038","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T09:40:46Z","timestamp":1770889246000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/erv.70038"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,3]]},"references-count":45,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2026,3]]}},"alternative-id":["10.1002\/erv.70038"],"URL":"https:\/\/doi.org\/10.1002\/erv.70038","archive":["Portico"],"relation":{},"ISSN":["1072-4133","1099-0968"],"issn-type":[{"value":"1072-4133","type":"print"},{"value":"1099-0968","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,3]]},"assertion":[{"value":"2025-01-27","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-09-29","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-10-03","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}