{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T04:19:29Z","timestamp":1780373969276,"version":"3.54.1"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10096579","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":8,"title":["Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia"],"prefix":"10.1109","author":[{"given":"Michail","family":"Chatzianastasis","sequence":"first","affiliation":[{"name":"Institut Polytechnique de Paris,DaSciM, LIX, &#x00C9;cole Polytechnique,France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Loukas","family":"Ilias","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,DSS Laboratory, School of ECE,Athens,Greece,15773"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dimitris","family":"Askounis","sequence":"additional","affiliation":[{"name":"National Technical University of Athens,DSS Laboratory, School of ECE,Athens,Greece,15773"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michalis","family":"Vazirgiannis","sequence":"additional","affiliation":[{"name":"Institut Polytechnique de Paris,DaSciM, LIX, &#x00C9;cole Polytechnique,France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2833"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2202"},{"key":"ref15","first-page":"4","article-title":"Learning language and acoustic models for identifying alzheimer&#x2019;s dementia from speech","volume":"3","author":"shah","year":"2021","journal-title":"Frontiers of Comp Science"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2021.635945"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3090321"},{"key":"ref30","article-title":"A comparative study of acoustic and linguistic features classification for alzheimer&#x2019;s disease detection","author":"li","year":"2021","journal-title":"ICASSP"},{"key":"ref11","article-title":"DARTS: Differentiable architecture search","author":"liu","year":"2019","journal-title":"ICLRE"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00048"},{"key":"ref32","article-title":"Experiment tracking with weights and biases","author":"biewald","year":"2020"},{"key":"ref2","first-page":"2172","article-title":"Alzheimer&#x2019;s Dementia Recognition Through Spontaneous Speech: The ADReSS Challenge","author":"luz","year":"2020","journal-title":"InterSpeech"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2015.00195"},{"key":"ref17","first-page":"2212","article-title":"Multimodal Inductive Transfer Learning for Detection of Alzheimer&#x2019;s Dementia and its Severity","author":"sarawgi","year":"2020","journal-title":"InterSpeech"},{"key":"ref16","first-page":"2177","article-title":"Using State of the Art Speaker Recognition and Natural Language Processing Technologies to Detect Alzheimer&#x2019;s Disease and Assess its Severity","author":"pappagari","year":"2020","journal-title":"InterSpeech"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.1994.00540180063015"},{"key":"ref18","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2019","journal-title":"NAACL"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2817340"},{"key":"ref23","first-page":"2631","article-title":"Mutan: Multimodal tucker fusion for visual question answering","author":"ben-younes","year":"2017","journal-title":"ICCV"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/070690729"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018102"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-7b98e3ed-003"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"},{"key":"ref21","article-title":"Working with chat transcripts in python","author":"lee","year":"2016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3172479"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/BF02310791"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747167"},{"key":"ref8","first-page":"1997","article-title":"Neural architecture search: A survey","volume":"20","author":"elsken","year":"2019","journal-title":"JMLR"},{"key":"ref7","first-page":"670","article-title":"An exploration of log-mel spectrogram and mfcc features for alzheimer&#x2019;s dementia recognition from spontaneous speech","author":"meghanani","year":"2021","journal-title":"SLT Workshop 2021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01246-5_2"},{"key":"ref4","first-page":"2182","article-title":"A Comparison of Acoustic and Linguistics Methodologies for Alzheimer&#x2019;s Dementia Recognition","author":"cummins","year":"2020","journal-title":"InterSpeech"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2021.624558"},{"key":"ref6","first-page":"22","article-title":"Exploring deep transfer learning techniques for alzheimer&#x2019;s dementia detection","volume":"3","author":"zhu","year":"2021","journal-title":"Frontiers of Comp Science"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2020.623237"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Rhodes Island, Greece","start":{"date-parts":[[2023,6,4]]},"end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10096579.pdf?arnumber=10096579","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,13]],"date-time":"2023-11-13T19:00:16Z","timestamp":1699902016000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10096579\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10096579","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}