{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T11:32:53Z","timestamp":1782300773383,"version":"3.54.5"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2020,1,1]]},"DOI":"10.1109\/taffc.2017.2763132","type":"journal-article","created":{"date-parts":[[2017,10,25]],"date-time":"2017-10-25T14:06:12Z","timestamp":1508940372000},"page":"25-31","source":"Crossref","is-referenced-by-count":25,"title":["Feature Learning from Spectrograms for Assessment of Personality Traits"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0677-415X","authenticated-orcid":false,"given":"Marc-Andre","family":"Carbonneau","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6116-7945","authenticated-orcid":false,"given":"Eric","family":"Granger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yazid","family":"Attabi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9484-7218","authenticated-orcid":false,"given":"Ghyslain","family":"Gagnon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.125"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/89.326616"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1080\/03637756809375599"},{"key":"ref70","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2360798"},{"key":"ref38","first-page":"1096","article-title":"Unsupervised feature learning for audio classification using convolutional deep belief networks","author":"lee","year":"2009","journal-title":"Proc 22nd Int Conf Neural Inf Process Syst"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"871","DOI":"10.1038\/35009102","article-title":"Visual behaviour mediated by retinal projections directed to the auditory pathway","volume":"404","author":"pallas","year":"2000","journal-title":"Nature"},{"key":"ref32","article-title":"Robust speech recognition based on spectro-temporal processing","author":"kleinschmidt","year":"2002"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2010.08.006"},{"key":"ref30","article-title":"Learning representations of affect from speech","author":"ghosh","year":"2015","journal-title":"CoRR"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1973.4309314"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1049\/ip-vis:20020614","article-title":"Colour image retrieval based on primitives of colour moments","volume":"149","author":"shih","year":"2002","journal-title":"IEE Proc Vis Image and Signal Process"},{"key":"ref35","doi-asserted-by":"crossref","DOI":"10.32657\/10356\/59272","article-title":"Sound event recognition in unstructured environments using spectrogram image processing","author":"dennis","year":"2014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ISPACS.2009.5383805"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/72.788646"},{"key":"ref62","first-page":"801","article-title":"Efficient sparse coding algorithms","author":"lee","year":"2006","journal-title":"Proc 19th Int Conf Neural Inf Process Syst"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.939537"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.jrp.2006.02.001"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947651"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1974.tb00994.x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638346"},{"key":"ref65","doi-asserted-by":"crossref","first-page":"2242","DOI":"10.21437\/Interspeech.2012-131","article-title":"Classifying skewed data: Importance weighting to optimize average recall","author":"rosenberg","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553463"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2013.90"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref68","article-title":"Praat: Doing phonetics by computer (Version 6.04. 40)[Computer program]","author":"boersma","year":"2018"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"526","DOI":"10.21437\/Interspeech.2012-101","article-title":"Pitch and intonation contribution to speakers&#x2019; traits classification","author":"montaci\u00e9","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref2","first-page":"133","article-title":"Socially assistive robots: The link between personality, empathy, physiological signals, and task performance","author":"tapus","year":"2008","journal-title":"Proc AAAI Spring Symp Emotion Pers Social Behav"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0065-2601(08)60239-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2469254"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2014.08.003"},{"key":"ref21","first-page":"149","article-title":"Shift-invariance sparse coding for audio classification","author":"grosse","year":"2007","journal-title":"Proc 23rd Conf Uncertainty Artif Intell"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2109382"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2116010"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7472669"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"ref50","author":"mallat","year":"2008","journal-title":"A Wavelet Tour of Signal Processing Third Edition The Sparse Way"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2006.881969"},{"key":"ref59","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Ann Statist"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1038\/nature04485"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ASPAA.2011.6082331"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-008-0120-3"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2009.4959924"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.937498"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.881199"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273592"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"294","DOI":"10.21437\/Interspeech.2012-96","article-title":"Genetic algorithm based feature selection for speaker trait classification","author":"wu","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"270","DOI":"10.21437\/Interspeech.2012-90","article-title":"Feature selection for speaker traits","author":"pohjalainen","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/APSIPA.2016.7820699"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"278","DOI":"10.21437\/Interspeech.2012-92","article-title":"Modulation spectrum analysis for speaker personality trait recognition","author":"ivanov","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref13","first-page":"478","article-title":"The interspeech 2015 computational paralinguistics challenge: Nativeness, parkinson's & eating condition","author":"schuller","year":"2015","journal-title":"Proc INTERSPEECH"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502224"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2015.2457417"},{"key":"ref16","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)"},{"key":"ref17","first-page":"240","article-title":"Combining efforts for improving automatic classification of emotional user states","author":"batliner","year":"2006","journal-title":"Proc IS-LTC"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2012.5"},{"key":"ref19","article-title":"Parts-based models and local features for automatic speech recognition","author":"schutte","year":"2009"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2007.09.001"},{"key":"ref3","article-title":"The curious history of the five-factor model","author":"digman","year":"1996","journal-title":"Five-factor Model of Personality"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1613\/jair.2349"},{"key":"ref5","article-title":"Lexical predictors of personality type","author":"argamon","year":"2005","journal-title":"Proc Joint Annual Meeting of the Interface and Classification Society of North America"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"254","DOI":"10.21437\/Interspeech.2012-86","article-title":"The interspeech 2012 speaker trait challenge","author":"schuller","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jrp.2012.08.008"},{"key":"ref49","first-page":"724","article-title":"Gradient-based musical feature extraction based on scale-invariant feature transform","author":"matsui","year":"2011","journal-title":"Proc 19th Eur Signal Process Conf"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"266","DOI":"10.21437\/Interspeech.2012-89","article-title":"Personality traits detection using a parallelized modified SFFS algorithm","author":"chastagnol","year":"2012","journal-title":"Proc INTERSPEECH"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587756"},{"key":"ref45","first-page":"1","article-title":"Visual categorization with bags of keypoints","author":"csurka","year":"2004","journal-title":"Proc Workshop Statistical Learning in Computer Vision"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-006-9794-4"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2015.7169270"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2808196.2811635"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1364\/JOSA.70.001297"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383172"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"518","DOI":"10.21437\/Interspeech.2012-99","article-title":"BNAIC: The log-gabor method: Speech classification using spectrogram image analysis","author":"buisman","year":"2012","journal-title":"Proc INTERSPEECH"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165369\/9016411\/08068257.pdf?arnumber=8068257","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,5]],"date-time":"2022-08-05T10:25:06Z","timestamp":1659695106000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8068257\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,1,1]]},"references-count":73,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2017.2763132","relation":{},"ISSN":["1949-3045","2371-9850"],"issn-type":[{"value":"1949-3045","type":"electronic"},{"value":"2371-9850","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,1,1]]}}}