{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:32:22Z","timestamp":1784302342057,"version":"3.55.0"},"reference-count":26,"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"}],"funder":[{"DOI":"10.13039\/501100020950","name":"National Science and Technology Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10095247","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":17,"title":["Hearing and Seeing Abnormality: Self-Supervised Audio-Visual Mutual Learning for Deepfake Detection"],"prefix":"10.1109","author":[{"given":"Chang-Sung","family":"Sung","sequence":"first","affiliation":[{"name":"National Taiwan University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun-Cheng","family":"Chen","sequence":"additional","affiliation":[{"name":"Academia Sinica,Research Center for Information Technology Innovation"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chu-Song","family":"Chen","sequence":"additional","affiliation":[{"name":"National Taiwan University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413700"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01453"},{"key":"ref15","article-title":"Out of time: auto-mated lip sync in the wild","author":"chung","year":"2016","journal-title":"Asian Conference on Computer Vision (ACCV)"},{"key":"ref14","article-title":"Emotions don’t lie: An audio-visual deepfake detection method using affective cues","author":"mittal","year":"2020","journal-title":"ACM International Conference on Multimedia (MM)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01477"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475508"},{"key":"ref2","article-title":"What makes fake images detectable? understanding properties that generalize","author":"chai","year":"2020","journal-title":"IEEE\/CVF European Conference on Computer Vision (ECCV)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00009"},{"key":"ref17","article-title":"Representation learning with contrastive predictive coding","author":"van den oord","year":"2018"},{"key":"ref16","article-title":"Lip reading in the wild","author":"chung","year":"2016","journal-title":"Asian Conference on Computer Vision (ACCV)"},{"key":"ref19","article-title":"Big self-supervised models are strong semi-supervised learners","volume":"33","author":"chen","year":"2020","journal-title":"Conference on Neural Information Processing Systems (NeurIPS)"},{"key":"ref18","article-title":"A simple framework for contrastive learning of visual representations","author":"chen","year":"2020","journal-title":"International Conference on Machine Learning (ICML)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00512"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00296"},{"key":"ref26","article-title":"Detecting deep-fakes with self-blended images","author":"shiohara","year":"2022","journal-title":"Conf Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref25","article-title":"The deepfake detection challenge (dfdc) dataset","author":"dolhansky","year":"2020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3476099.3484315"},{"key":"ref21","article-title":"Noise-contrastive estimation: A new estimation principle for unnormalized statistical models","author":"gutmann","year":"2010","journal-title":"International Conference on Artificial Intelligence and Statistics (AISTATS)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2988660"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3335203.3335724"},{"key":"ref9","article-title":"Lips don’t lie: A generalisable and robust approach to face forgery detection","author":"haliassos","year":"2021","journal-title":"Conf Computer Vision and Pattern Recognition (CVPR)"},{"key":"ref4","article-title":"Recurrent convolutional strategies for face manipulation detection in videos","volume":"3","author":"sabir","year":"2019","journal-title":"Interfaces (GUI)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00505"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746597"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00222"}],"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\/10095247.pdf?arnumber=10095247","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T19:05:31Z","timestamp":1700507131000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10095247\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10095247","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}