{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T21:24:51Z","timestamp":1770067491225,"version":"3.49.0"},"reference-count":51,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/icspcs.2017.8270472","type":"proceedings-article","created":{"date-parts":[[2018,1,29]],"date-time":"2018-01-29T22:17:02Z","timestamp":1517264222000},"page":"1-8","source":"Crossref","is-referenced-by-count":41,"title":["Real time speech emotion recognition using RGB image classification and transfer learning"],"prefix":"10.1109","author":[{"given":"Melissa N.","family":"Stolar","sequence":"first","affiliation":[]},{"given":"Margaret","family":"Lech","sequence":"additional","affiliation":[]},{"given":"Robert S.","family":"Bolia","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Skinner","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","year":"0","journal-title":"MathWorks Documentation Jet Jet colormap array"},{"key":"ref38","author":"martin","year":"0","journal-title":"The eNTERFACE'05 Audio-Visual Emotion Database ICDE Workshops"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/APSIPA.2016.7820699"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2011.06.004"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref30","doi-asserted-by":"crossref","DOI":"10.1002\/047172842X","author":"mclachlan","year":"2004","journal-title":"Analyzing Microarray Gene Expression Data"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2013.11"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/78.277799"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2360798"},{"key":"ref34","author":"long","year":"2015","journal-title":"Learning transferable features with deep adaptation networks"},{"key":"ref28","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6393(02)00058-4"},{"key":"ref29","article-title":"Instantaneous non-linear operators for tracking multicomponent signalparameters","author":"kumaresan","year":"0","journal-title":"Statistical Signal and Array Processing 1992 IEEE Sixth SP Workshop on"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/PlatCon.2017.7883728"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24842-2_17"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2014-57","article-title":"Speech emotion recognition using deep neural network and extreme learning machine","author":"han","year":"2014","journal-title":"Proc INTERSPEECH 2014"},{"key":"ref22","first-page":"398","author":"haq","year":"2010","journal-title":"Machine Audition Principles Algorithms and Systems"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2014-57","article-title":"Speech emotion recognition using deep neural network and extreme learning machine","author":"han","year":"2014","journal-title":"InterSpeech"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC.2009.59"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"736","DOI":"10.1016\/j.specom.2010.04.006","article-title":"Speech intelligibility from image processing","volume":"52","author":"harte","year":"2010","journal-title":"Speech Communication"},{"key":"ref26","article-title":"Methods for capturing spectrotemporal modulations in automatic speech recognition","volume":"8","author":"kleinschmidt","year":"2001","journal-title":"Acta Acustica 2001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654984"},{"key":"ref50","author":"he","year":"2015","journal-title":"Deep residual learning for image recognition"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1121\/1.2225512"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S0376-6357(02)00078-5"},{"key":"ref11","article-title":"Transfer learning for text classification","author":"chuong","year":"0","journal-title":"N eural Information Processing Systems Foundation"},{"key":"ref40","article-title":"The SEMAINE database: annotated multimodal records of emotionally coloured conversations between a person and a limited agent","volume":"6","author":"mckeown","year":"2007","journal-title":"Journal of latex class files"},{"key":"ref12","first-page":"310","author":"daniel","year":"2011","journal-title":"Psychology"},{"key":"ref13","author":"donahue","year":"2013","journal-title":"Decaf A Deep Convolutional Activation Feature for Generic Visual Recognition"},{"key":"ref14","author":"eyben","year":"2009","journal-title":"Speech and music interpretation by large-space extraction Tech rep"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICSPCS.2015.7391796"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.02.013"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.1991.239513"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/0167-6393(90)90043-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SECON.2000.845443"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1121\/1.1911935"},{"key":"ref3","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref6","first-page":"28","article-title":"Physiologically based predictors of speech intelligibility","volume":"13","author":"bruce","year":"0","journal-title":"Acoustics Today"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-013-5335-x"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2005-446","article-title":"A database of German emotional speech","author":"burkhardt","year":"2005","journal-title":"InterSpeech"},{"key":"ref7","first-page":"1059","article-title":"Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure, 2017\/3\/2","author":"bui","year":"0","journal-title":"IEEE Access"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"818","DOI":"10.1007\/978-3-319-10590-1_53","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"Computer Vision-ECCV 2014"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10579-008-9076-6"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2014.6865245"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ASRU.2009.5372886"},{"key":"ref48","year":"0","journal-title":"Voicebox Description of spgrambw"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref42","author":"moore","year":"0","journal-title":"An Introduction to the Psychology of Hearing"},{"key":"ref41","author":"mohammadi","year":"0","journal-title":"SNN Stacked Neural Networks"},{"key":"ref44","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2011-801","article-title":"The Interspeech 2011 speaker state challenge","author":"schuller","year":"2011","journal-title":"Interspeech 2011"},{"key":"ref43","first-page":"312","article-title":"The Interspeech 2009 emotion challenge","volume":"2009","author":"schuller","year":"0","journal-title":"InterSpeech"}],"event":{"name":"2017 11th International Conference on Signal Processing and Communication Systems (ICSPCS)","location":"Surfers Paradise, QLD","start":{"date-parts":[[2017,12,13]]},"end":{"date-parts":[[2017,12,15]]}},"container-title":["2017 11th International Conference on Signal Processing and Communication Systems (ICSPCS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8262702\/8270439\/08270472.pdf?arnumber=8270472","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T03:38:10Z","timestamp":1751254690000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8270472\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/icspcs.2017.8270472","relation":{},"subject":[],"published":{"date-parts":[[2017,12]]}}}