{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,21]],"date-time":"2025-06-21T04:29:21Z","timestamp":1750480161754},"publisher-location":"Berlin, Heidelberg","reference-count":49,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642412479"},{"type":"electronic","value":"9783642412486"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-41248-6_10","type":"book-chapter","created":{"date-parts":[[2013,9,12]],"date-time":"2013-09-12T06:54:31Z","timestamp":1378968871000},"page":"171-196","source":"Crossref","is-referenced-by-count":3,"title":["The Role of Time in Music Emotion Recognition: Modeling Musical Emotions from Time-Varying Music Features"],"prefix":"10.1007","author":[{"given":"Marcelo","family":"Caetano","sequence":"first","affiliation":[]},{"given":"Athanasios","family":"Mouchtaris","sequence":"additional","affiliation":[]},{"given":"Frans","family":"Wiering","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"10_CR1","unstructured":"Aucouturier, J.J., Pachet, F.: Improving Timbre Similarity: How High is the Sky? Journal of Negative Results in Speech and Audio Sciences\u00a01(1) (2004)"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Barrington, L., Chan, A.B., Lanckriet, G.: Dynamic texture models of music. In: Proc. ICASSP (2009)","DOI":"10.1109\/ICASSP.2009.4959902"},{"key":"10_CR3","unstructured":"Caetano, M., Wiering, F.: The Role of Time in Music Emotion Recognition. In: Proceedings of the International Symposium on Computer Music Modeling and Retrieval (2012)"},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Celma, O., Serra, X.: FOAFing the Music: Bridging the Semantic Gap in Music Recommendation. Journal of Web Semantics\u00a06(4) (2008)","DOI":"10.1016\/j.websem.2008.09.004"},{"issue":"1","key":"10_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1525\/mp.2009.27.1.1","volume":"27","author":"E. Coutinho","year":"2009","unstructured":"Coutinho, E., Cangelosi, A.: The use of spatio-temporal connectionist models in psychological studies of musical emotions. Music Perception: An Interdisciplinary Journal\u00a027(1), 1\u201315 (2009)","journal-title":"Music Perception: An Interdisciplinary Journal"},{"key":"10_CR6","first-page":"331","volume-title":"Advances in Cognitive Systems","author":"E. Coutinho","year":"2010","unstructured":"Coutinho, E., Cangelosi, A.: A Neural Network Model for the Prediction of Musical Emotions. In: Nefti-Meziani, S., Grey, J.G. (eds.) Advances in Cognitive Systems, pp. 331\u2013368. IET Publisher, London (2010) ISBN: 978-1849190756"},{"issue":"4","key":"10_CR7","doi-asserted-by":"publisher","first-page":"921","DOI":"10.1037\/a0024700","volume":"11","author":"E. Coutinho","year":"2011","unstructured":"Coutinho, E., Cangelosi, A.: Musical emotions: predicting second-by-second subjective feelings of emotion from low-level psychoacoustic features and physiological measurements. Emotion\u00a011(4), 921\u2013937 (2011)","journal-title":"Emotion"},{"issue":"5","key":"10_CR8","doi-asserted-by":"publisher","first-page":"1343","DOI":"10.1109\/TASL.2010.2090148","volume":"19","author":"E. Coviello","year":"2011","unstructured":"Coviello, E., Chan, A.B., Lanckriet, G.: Time Series Models for Semantic Music Annotation. IEEE Transactions on Audio, Speech, and Language Processing\u00a019(5), 1343\u20131359 (2011)","journal-title":"IEEE Transactions on Audio, Speech, and Language Processing"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Gabrielsson, A., Lindstr\u00f6m, E.: The Role of Structure in the Musical Expression of Emotions. In: Juslin, P.N., Sloboda, J. (eds.) Handbook of Music and Emotion: Theory, Research, Applications, pp. 367\u2013400 (2011)","DOI":"10.1093\/acprof:oso\/9780199230143.003.0014"},{"issue":"2","key":"10_CR10","doi-asserted-by":"publisher","first-page":"246","DOI":"10.2307\/1415746","volume":"48","author":"K. Hevner","year":"1936","unstructured":"Hevner, K.: Experimental Studies of the Elements of Expression in Music. The Am. Journ. Psychology\u00a048(2), 246\u2013268 (1936)","journal-title":"The Am. Journ. Psychology"},{"key":"10_CR11","unstructured":"Hu, X., Downie, J.S., Laurier, C., Bay, M., Ehmann, A.F.: The 2007 MIREX Audio Mood Classification Task: Lessons Learned. In: Proc. ISMIR (2008)"},{"issue":"4","key":"10_CR12","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1080\/09298215.2010.513733","volume":"39","author":"A. Huq","year":"2010","unstructured":"Huq, A., Bello, J.P., Rowe, R.: Automated Music Emotion Recognition: A Systematic Evaluation. Journal of New Music Research\u00a039(4), 227\u2013244 (2010)","journal-title":"Journal of New Music Research"},{"key":"10_CR13","doi-asserted-by":"crossref","unstructured":"Huron, D.: Sweet Anticipation: Music and the Psychology of Expectation. MIT Press (2006)","DOI":"10.7551\/mitpress\/6575.001.0001"},{"issue":"5","key":"10_CR14","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1017\/S0140525X08005293","volume":"31","author":"P.N. Juslin","year":"2008","unstructured":"Juslin, P.N., V\u00e4stfj\u00e4ll, D.: Emotional Responses to Music: The Need to Consider Underlying Mechanisms. Behavioral and Brain Sciences\u00a031(5), 559\u2013621 (2008)","journal-title":"Behavioral and Brain Sciences"},{"key":"10_CR15","unstructured":"Juslin, P., Timmers, R.: Expression and Communication of Emotion in Music Performance. In: Juslin, P.N., Sloboda, J. (eds.) Handbook of Music and Emotion: Theory, Research, Applications, pp. 453\u2013489 (2011)"},{"key":"10_CR16","unstructured":"Kim, Y., Schmidt, E., Emelle, L.: MoodSwings: A. Collaborative Game for Music Mood Label Collection. In: Proceedings of the 9th International Conference on Music Information Retrieval, ISMIR (2008)"},{"key":"10_CR17","unstructured":"Kim, Y., Schmidt, E., Migneco, R., Morton, B., Richardson, P., Scott, J., Speck, J., Turnbull, D.: Music Emotion Recognition: A State of the Art Review. In: Proc. ISMIR (2010)"},{"issue":"3","key":"10_CR18","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1109\/TSMCB.2005.862491","volume":"36","author":"M.D. Korhonen","year":"2005","unstructured":"Korhonen, M.D., Clausi, D.A., Jernigan, M.E.: Modeling Emotional Content of Music Using System Identification. IEEE Transactions on Systems, Man, and Cybernetics, Part B, Cybernetics\u00a036(3), 588\u2013599 (2005)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part B, Cybernetics"},{"key":"10_CR19","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1037\/1196-1961.51.4.336","volume":"51","author":"C.L. Krumhansl","year":"1997","unstructured":"Krumhansl, C.L.: An Exploratory Study of Musical Emotions and Psychophysiology. Canadian Journal of Experimental Psychology\u00a051, 336\u2013352 (1997)","journal-title":"Canadian Journal of Experimental Psychology"},{"key":"10_CR20","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1111\/1467-8721.00165","volume":"11","author":"C.L. Krumhansl","year":"2002","unstructured":"Krumhansl, C.L.: Music: A Link Between Cognition and Emotion. Current Directions in Psychological Science\u00a011, 45\u201350 (2002)","journal-title":"Current Directions in Psychological Science"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"Lu, L., Liu, D., Zhang, H.J.: Automatic Mood Detection and Tracking of Music Audio Signals. IEEE Trans. Audio, Speech, Lang. Proc.\u00a014(1) (2006)","DOI":"10.1109\/TSA.2005.860344"},{"issue":"3","key":"10_CR22","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1093\/mq\/XI.3.427","volume":"11","author":"C. McAlpin","year":"1925","unstructured":"McAlpin, C.: Is Music the Language of Emotions? The Musical Quarterly\u00a011(3), 427\u2013443 (1925)","journal-title":"The Musical Quarterly"},{"key":"10_CR23","first-page":"283","volume":"36","author":"K.F. MacDorman","year":"2007","unstructured":"MacDorman, K.F., Ough, S., Ho, C.C.: Automatic Emotion Prediction of Song Excerpts: Index Construction, Algorithm Design, and Empirical Comparison. Journal of New Music Research\u00a036, 283\u2013301 (2007)","journal-title":"Journal of New Music Research"},{"key":"10_CR24","volume-title":"Music, the Arts, and Ideas","author":"L.B. Meyer","year":"1967","unstructured":"Meyer, L.B.: Music, the Arts, and Ideas. University of Chicago Press, Chicago (1967)"},{"key":"10_CR25","volume-title":"Emotion and Meaning in Music","author":"L.B. Meyer","year":"1956","unstructured":"Meyer, L.B.: Emotion and Meaning in Music. University of Chicago Press, Chicago (1956)"},{"issue":"2","key":"10_CR26","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1109\/TASL.2007.913743","volume":"16","author":"L. Mion","year":"2008","unstructured":"Mion, L., Poli, G.: Score-Independent Audio Features for Description of Music Expression. IEEE Transactions on Audio, Speech, and Language Processing\u00a016(2), 458\u2013466 (2008)","journal-title":"IEEE Transactions on Audio, Speech, and Language Processing"},{"issue":"6","key":"10_CR27","doi-asserted-by":"publisher","first-page":"1088","DOI":"10.1109\/JSTSP.2011.2112333","volume":"5","author":"M. M\u00fcller","year":"2011","unstructured":"M\u00fcller, M., Ellis, D.P.W., Klapuri, A., Richard, G.: Signal Processing for Music Analysis. IEEE Journal of Selected Topics in Sig. Proc.\u00a05(6), 1088\u20131110 (2011)","journal-title":"IEEE Journal of Selected Topics in Sig. Proc."},{"issue":"2","key":"10_CR28","doi-asserted-by":"publisher","first-page":"283","DOI":"10.3758\/BF03193159","volume":"39","author":"F. Nagel","year":"2007","unstructured":"Nagel, F., Kopiez, R., Grewe, O., Altenm\u00fcller, E.: EMuJoy. Software for the Continuous Measurement of Emotions in Music. Behavior Research Methods\u00a039(2), 283\u2013290 (2007)","journal-title":"Behavior Research Methods"},{"issue":"2","key":"10_CR29","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1080\/07494469300640071","volume":"7","author":"J. Pressing","year":"1993","unstructured":"Pressing, J.: Relations Between Musical and Scientific Properties of Time. Contemporary Music Review\u00a07(2), 105\u2013122 (1993)","journal-title":"Contemporary Music Review"},{"key":"10_CR30","doi-asserted-by":"publisher","first-page":"1161","DOI":"10.1037\/h0077714","volume":"39","author":"J.A. Russell","year":"1980","unstructured":"Russell, J.A.: A Circumplex Model of Affect. Journ. Personality and Social Psychology\u00a039, 1161\u20131178 (1980)","journal-title":"Journ. Personality and Social Psychology"},{"issue":"3","key":"10_CR31","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1080\/0929821042000317822","volume":"33","author":"K.R. Scherer","year":"2005","unstructured":"Scherer, K.R.: Which Emotions Can be Induced by Music? What are the Underlying Mechanisms? and How can We Measure Them? Journal of New Music Research\u00a033(3), 239\u2013251 (2005)","journal-title":"Journal of New Music Research"},{"key":"10_CR32","doi-asserted-by":"crossref","unstructured":"Schmidt, E., Kim, Y.: Prediction of Time-Varying Musical Mood Distributions Using Kalman Filtering. In: Proc. Ninth International Conference on Machine Learning and Applications (ICMLA), pp. 655\u2013660 (2010)","DOI":"10.1109\/ICMLA.2010.101"},{"key":"10_CR33","doi-asserted-by":"crossref","unstructured":"Schmidt, E., Kim, Y.: Prediction of Time-Varying Musical Mood Distributions from Audio. In: Proc. ISMIR (2010)","DOI":"10.1109\/ICMLA.2010.101"},{"key":"10_CR34","unstructured":"Schmidt, E., Kim, Y.: Modeling Musical Emotion Dynamics with Conditional Random Fields. In: Proc. ISMIR (2011)"},{"issue":"3","key":"10_CR35","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1080\/00049539908255353","volume":"51","author":"E. Schubert","year":"1999","unstructured":"Schubert, E.: Measuring Emotion Continuously: Validity and Reliability of the Two-Dimensional Emotion Space. Australian Journal of Psychology\u00a051(3), 154\u2013165 (1999)","journal-title":"Australian Journal of Psychology"},{"issue":"4","key":"10_CR36","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1525\/mp.2004.21.4.561","volume":"21","author":"E. Schubert","year":"2004","unstructured":"Schubert, E.: Modeling Perceived Emotion with Continuous Musical Features. Music Perception\u00a021(4), 561\u2013585 (2004)","journal-title":"Music Perception"},{"key":"10_CR37","unstructured":"Schubert, E.: Introduction to Interrupted Time Series Analysis of Emotion in Music: The Case of Arousal, Valence and Points of Rest. In: Proc. International Conference on Music Perception and Cognition (2004)"},{"key":"10_CR38","first-page":"65","volume":"31","author":"E. Schubert","year":"2006","unstructured":"Schubert, E.: Analysis of Emotional Dimensions in Music Using Time Series Techniques. Journ. Music Research\u00a031, 65\u201380 (2006)","journal-title":"Journ. Music Research"},{"key":"10_CR39","unstructured":"Schubert, E.: Continuous Self-Report Methods. In: Juslin, P.N., Sloboda, J. (eds.) Handbook of Music and Emotion: Theory, Research, Applications, pp. 223\u2013254 (2011)"},{"key":"10_CR40","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/978-1-349-18492-7_5","volume-title":"The Language of Electroacoustic Music","author":"D. Smalley","year":"1986","unstructured":"Smalley, D.: Spectro-morphology and Structuring Processes. In: Emmerson, S. (ed.) The Language of Electroacoustic Music, pp. 61\u201393. Macmillan, London (1986)"},{"issue":"2","key":"10_CR41","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1017\/S1355771897009059","volume":"2","author":"D. Smalley","year":"1997","unstructured":"Smalley, D.: Spectromorphology: Explaining Sound-Shapes. Organised Sound\u00a02(2), 107\u2013126 (1997)","journal-title":"Organised Sound"},{"key":"10_CR42","volume-title":"Music and Memory: An Introduction","author":"B. Snyder","year":"2001","unstructured":"Snyder, B.: Music and Memory: An Introduction. MIT Press, Cambridge (2001)"},{"issue":"3","key":"10_CR43","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1121\/1.1915893","volume":"8","author":"S.S. Stevens","year":"1937","unstructured":"Stevens, S.S., Volkman, J., Newman, E.B.: A scale for the measurement of the psychological magnitude pitch. Journal of the Acoustical Society of America\u00a08(3), 185\u2013190 (1937)","journal-title":"Journal of the Acoustical Society of America"},{"key":"10_CR44","unstructured":"Vaizman, Y., Granot, R.Y., Lanckriet, G.: Modeling Dynamic Patterns for Emotional Content in Music. In: Proc. ISMIR (2011)"},{"key":"10_CR45","unstructured":"Vempala, N., Russo, F.A.: Predicting Emotion from Music Audio Features Using Neural Networks. In: Proceedings of the 9th International Symposium on Computer Music Modeling and Retrieval, CMMR (2012)"},{"issue":"8","key":"10_CR46","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1068\/p230965","volume":"23","author":"P.G. Vos","year":"1994","unstructured":"Vos, P.G., van Dijk, A., Schomaker, L.: Melodic Cues for Metre. Perception\u00a023(8), 965\u2013976 (1994)","journal-title":"Perception"},{"key":"10_CR47","doi-asserted-by":"crossref","unstructured":"Wiggins, G.A.: Semantic Gap?? Schemantic Schmap!! Methodological Considerations in the Scientific Study of Music. In: IEEE International Symposium on Multimedia, pp. 477\u2013482 (2009)","DOI":"10.1109\/ISM.2009.36"},{"issue":"2","key":"10_CR48","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1109\/TASL.2007.911513","volume":"16","author":"Y.H. Yang","year":"2008","unstructured":"Yang, Y.H., Lin, Y., Su, Y.F., Chen, H.H.: A regression approach to music emotion recognition. IEEE Trans. Audio, Speech, Lang. Proc.\u00a016(2), 448\u2013457 (2008)","journal-title":"IEEE Trans. Audio, Speech, Lang. Proc."},{"key":"10_CR49","doi-asserted-by":"crossref","unstructured":"Yang, Y., Chen, H.: Ranking-Based Emotion Recognition for Music Organization and Retrieval. IEEE Trans. Audio, Speech, Lang. Proc.\u00a019(4) (2011)","DOI":"10.1109\/TASL.2010.2064164"}],"container-title":["Lecture Notes in Computer Science","From Sounds to Music and Emotions"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-41248-6_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,17]],"date-time":"2019-05-17T06:32:51Z","timestamp":1558074771000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-41248-6_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642412479","9783642412486"],"references-count":49,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-41248-6_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}