{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T06:17:57Z","timestamp":1774419477905,"version":"3.50.1"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"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":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10889946","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T13:52:43Z","timestamp":1741787563000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["The Impact of Decorrelation on Transformer Interpretation Methods: Applications to Clinical Speech AI"],"prefix":"10.1109","author":[{"given":"Lingfeng","family":"Xu","sequence":"first","affiliation":[{"name":"Arizona State University,School of Computing and Augmented Intelligence,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kimberly D.","family":"Mueller","sequence":"additional","affiliation":[{"name":"University of Wisconsin-Madison,Department of Communication Sciences and Disorders,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julie","family":"Liss","sequence":"additional","affiliation":[{"name":"Arizona State University,College of Health Solutions,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Visar","family":"Berisha","sequence":"additional","affiliation":[{"name":"Arizona State University,College of Health Solutions,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639015"},{"key":"ref2","article-title":"Reducing overfitting in deep networks by decorrelating representations","volume-title":"International Conference on Learning Representations (ICLR)","author":"Cogswell"},{"key":"ref3","article-title":"Regularizing CNNs with locally constrained decorrelations","volume-title":"International Conference on Learning Representations (ICLR)","author":"Rodr\u00edguez"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/301"},{"key":"ref5","article-title":"Are disentangled representations helpful for abstract visual reasoning?","volume-title":"Advances in Neural Information Processing Systems","volume":"32","author":"van Steenkiste","year":"2019"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3000480"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/vl\/N19-142"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3152247"},{"key":"ref10","article-title":"Do attention heads in BERT track syntactic dependencies?","author":"Htut","year":"2019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i16.17718"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10097265"},{"key":"ref13","article-title":"Are sixteen heads really better than one?","volume-title":"Advances in Neural Information Processing Systems","volume":"32","author":"Michel","year":"2019"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1580"},{"key":"ref15","article-title":"Multi-head attention: Collaborate instead of concatenate","author":"Cordonnier","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00496"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.04.038"},{"key":"ref18","article-title":"Paying more attention to self-attention: Improving pre-trained language models via attention guiding","author":"Wang","year":"2022"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00084"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-023-00962-4"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.385"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00045"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1121\/10.0016833"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10961-6"},{"key":"ref25","volume-title":"Boston Diagnostic Aphasia Examination \u2013 Third Edition","author":"Goodglass","year":"2001"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.408"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1006\/brln.1996.0033"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/13803395.2018.1446513"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/0022-3956(75)90026-6"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.1994.00540180063015"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.dadm.2017.11.007"},{"key":"ref32","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","volume-title":"International Conference on Learning Representations (ICLR)","author":"Dosovitskiy"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i2.20099"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W19-4808"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10889946.pdf?arnumber=10889946","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:23:04Z","timestamp":1774416184000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10889946\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10889946","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}