{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T22:17:49Z","timestamp":1770589069434,"version":"3.49.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2016,4,1]],"date-time":"2016-04-01T00:00:00Z","timestamp":1459468800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100002341","name":"Academy of Finland","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002341","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"EPSRC programme","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fusing Semantic and Audio Technologies for Intelligent Music Production and Consumption","award":["EP\/L019981\/1"],"award-info":[{"award-number":["EP\/L019981\/1"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Affective Comput."],"published-print":{"date-parts":[[2016,4,1]]},"DOI":"10.1109\/taffc.2015.2462841","type":"journal-article","created":{"date-parts":[[2015,7,30]],"date-time":"2015-07-30T18:57:38Z","timestamp":1438282658000},"page":"122-135","source":"Crossref","is-referenced-by-count":28,"title":["Genre-Adaptive Semantic Computing and Audio-Based Modelling for Music Mood Annotation"],"prefix":"10.1109","volume":"7","author":[{"given":"Pasi","family":"Saari","sequence":"first","affiliation":[]},{"given":"Gyorgy","family":"Fazekas","sequence":"additional","affiliation":[]},{"given":"Tuomas","family":"Eerola","sequence":"additional","affiliation":[]},{"given":"Mathieu","family":"Barthet","sequence":"additional","affiliation":[]},{"given":"Olivier","family":"Lartillot","sequence":"additional","affiliation":[]},{"given":"Mark","family":"Sandler","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/1099-0984(200007\/08)14:4<325::AID-PER380>3.3.CO;2-9"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1037\/\/0022-3514.76.5.805"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2168752.2168754"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2012.04.002"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2009.2036813"},{"key":"ref30","article-title":"The role of audio and tags in music mood prediction: A study using semantic layer projection","author":"saari","year":"0","journal-title":"Proc Int Conf Music Inf Retrieval"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2037676.2037683"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2009.5202572"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/09298210903430475"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1080\/09298215.2011.602195"},{"key":"ref60","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"14","author":"ng","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-0457-9"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1979.4766909"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15883-4_14"},{"key":"ref27","article-title":"A semantic space for music derived from social tags","author":"levy","year":"0","journal-title":"Proc 8th Int Conf Music Inf Retrieval"},{"key":"ref29","first-page":"722","article-title":"Using semantic layer projection for enhancing music mood prediction with audio features","author":"saari","year":"0","journal-title":"Proc Sound Music Comput"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1037\/1528-3542.8.4.494"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/0305735608097247"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2390848.2390865"},{"key":"ref22","first-page":"381","article-title":"Music mood representations from social tags","author":"laurier","year":"0","journal-title":"Proc 10th Int Conf Music Inf Retrieval"},{"key":"ref21","first-page":"1","article-title":"Semantic models of mood expressed by music: Comparison between crowd-sourced and curated editorial annotations","author":"saari","year":"0","journal-title":"Proc IEEE Int Conf Multimedia Expo Workshops"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1177\/0165551506062337"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.128"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/02699939208411068"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1037\/h0077714"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/1631272.1631393"},{"key":"ref51","first-page":"147","article-title":"Improving musical concept detection by ordinal regression and context fusion","author":"yang","year":"0","journal-title":"Proc 10th Int Conf Music Inf Retrieval"},{"key":"ref59","first-page":"39","article-title":"Applying support vector machines to imbalanced datasets","author":"akbani","year":"0","journal-title":"Proc 15th Eur Conf Mach Learn"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-012-0314-x"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1525\/mp.2012.30.3.307"},{"key":"ref55","first-page":"37","article-title":"Emotion as a multicomponent process: A model and some cross-cultural data","volume":"5","author":"scherer","year":"1984","journal-title":"Personality and Social Psychology Review"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198510581.001.0001"},{"key":"ref53","article-title":"A Matlab toolbox for musical feature extraction from audio","author":"lartillot","year":"0","journal-title":"Proc 10th Int Conf Digital Audio Effects"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2172423"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1177\/0305735610362821"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780199230143.003.0001"},{"key":"ref40","author":"thayer","year":"1989","journal-title":"The Biopsychology of Mood and Arousal"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/09298210802479250"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2005.860344"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2007.911513"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2101596"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1352793.1352837"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780199230143.003.0008"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518881"},{"key":"ref19","first-page":"231","article-title":"Moodswings: A collaborative game for music mood label collection","author":"kim","year":"0","journal-title":"Proc 9th Int Conf Music Inf Retrieval"},{"key":"ref4","first-page":"492","article-title":"Multidisciplinary perspectives on music emotion recognition: Recommendations for content- and context-based models","author":"barthet","year":"0","journal-title":"Proc Int Symp Computer Music Modeling and Retrieval"},{"key":"ref3","first-page":"67","article-title":"Exploring mood metadata: Relationships with genre, artist and usage metadata","author":"hu","year":"2007","journal-title":"Proc 8th Int Conf Music Inf Retrieval"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2006.1598089"},{"key":"ref5","first-page":"255","article-title":"Music emotion recognition: A state of the art review","author":"kim","year":"0","journal-title":"Proc Int Conf Music Inf Retrieval"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2007.913750"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2002.800560"},{"key":"ref49","article-title":"The quest for musical genres: Do the experts and the wisdom of crowds agree?","author":"sordo","year":"0","journal-title":"Proc 9th Int Conf Music Inf Retrieval"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2009.2012913"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/09298210802479284"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1076\/jnmr.32.1.83.16801"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1037\/a0022406"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1002\/per.665"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1743384.1743431"},{"key":"ref41","first-page":"239","article-title":"Detecting emotion in music","author":"li","year":"0","journal-title":"Proc 4th Int Conf Music Inf Retrieval"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"ref43","first-page":"621","article-title":"Prediction of multidimensional emotional ratings in music from audio using multivariate regression models","author":"eerola","year":"0","journal-title":"Proc 10th Int Conf Music Inf Retrieval"}],"container-title":["IEEE Transactions on Affective Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165369\/7479593\/07173419.pdf?arnumber=7173419","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T02:34:51Z","timestamp":1633919691000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7173419\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,4,1]]},"references-count":63,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/taffc.2015.2462841","relation":{},"ISSN":["1949-3045"],"issn-type":[{"value":"1949-3045","type":"print"}],"subject":[],"published":{"date-parts":[[2016,4,1]]}}}