{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,11]],"date-time":"2025-02-11T12:40:03Z","timestamp":1739277603154,"version":"3.37.0"},"publisher-location":"Boston, MA","reference-count":121,"publisher":"Springer US","isbn-type":[{"type":"print","value":"9780387890234"},{"type":"electronic","value":"9780387890241"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-0-387-89024-1_16","type":"book-chapter","created":{"date-parts":[[2009,7,25]],"date-time":"2009-07-25T03:25:50Z","timestamp":1248492350000},"page":"349-384","source":"Crossref","is-referenced-by-count":7,"title":["Music Search and Recommendation"],"prefix":"10.1007","author":[{"given":"Karlheinz","family":"Brandenburg","sequence":"first","affiliation":[]},{"given":"Christian","family":"Dittmar","sequence":"additional","affiliation":[]},{"given":"Matthias","family":"Gruhne","sequence":"additional","affiliation":[]},{"given":"Jakob","family":"Abe\u00dfer","sequence":"additional","affiliation":[]},{"given":"Hanna","family":"Lukashevich","sequence":"additional","affiliation":[]},{"given":"Peter","family":"Dunker","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"G\u00e4rtner","sequence":"additional","affiliation":[]},{"given":"Kay","family":"Wolter","sequence":"additional","affiliation":[]},{"given":"Holger","family":"Grossmann","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,6,9]]},"reference":[{"unstructured":"Abe\u00dfer, J., Dittmar, C., Gro\u00dfmann, H.: Automatic genre and artist classification by analyzing improvised solo parts from musical recordings. In: Proceedings of the Audio Mostly Conference (AMC). Pite\u00e5, Sweden (2008)","key":"16_CR1_16"},{"unstructured":"Allamanche, E., Herre, J., Hellmuth, O., Kastner, T., Ertel, C.: A multiple feature model for music similarity retrieval. In: Proceedings of the 4th International Symposium of Music Information Retrieval (ISMIR). Baltimore, Maryland, USA (2003)","key":"16_CR2_16"},{"unstructured":"Allamanche, E., Herre, J., Helmuth, O., Froba, B., Kastner, T., Cremer, M.: Content-based identification of audio material using MPEG-7 low level description. In: Proceedings of the 2nd International Symposium of Music Information Retrieval (ISMIR). Bloomington, Indiana, USA (2001)","key":"16_CR3_16"},{"key":"16_CR4_16","volume-title":"The Long Tail: Why the Future of Business is Selling Less of More","author":"C. Anderson","year":"2006","unstructured":"Anderson, C.: The Long Tail: Why the Future of Business is Selling Less of More. Hyperion, New York, NY, USA (2006)"},{"issue":"2","key":"16_CR5_16","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1121\/1.2750160","volume":"122","author":"J.J. Aucouturier","year":"2007","unstructured":"Aucouturier, J.J., Defreville, B., Pachet, F.: The bag-of-frame approach to audio pattern recognition: A sufficient model for urban soundscapes but not for polyphonic music. Journal of the Acoustical Society of America 122(2), 881\u2013891 (2007)","journal-title":"Journal of the Acoustical Society of America"},{"unstructured":"Aucouturier, J.J., Pachet, F.: Music similarity measures: What\u2019s the use? In: Proceedings of the 3rd International Conference on Music Information Retrieval (ISMIR). Paris, France (2002)","key":"16_CR6_16"},{"issue":"1","key":"16_CR7_16","first-page":"1","volume":"1","author":"J.J. Aucouturier","year":"2004","unstructured":"Aucouturier, J.J., Pachet, F.: Improving timbre similarity: How high is the sky? Journal of Negative Results in Speech and Audio Sciences 1(1), 1\u201313 (2004)","journal-title":"Journal of Negative Results in Speech and Audio Sciences"},{"issue":"6","key":"16_CR8_16","doi-asserted-by":"publisher","first-page":"1028","DOI":"10.1109\/TMM.2005.858380","volume":"7","author":"J.J. Aucouturier","year":"2005","unstructured":"Aucouturier, J.J., Pachet, F., Sandler, M.: The way it sounds: timbre models for analysis and retrieval of music signals. IEEE Transactions on Multimedia 7(6), 1028\u20131035 (2005)","journal-title":"IEEE Transactions on Multimedia"},{"unstructured":"Bainbridge, D., Cunningham, S., Downie, J.: Visual collaging of music in a digital library. In: Proceedings of the International Conference on Music Information Retrieval (ISMIR). Barcelona, Spain (2004)","key":"16_CR9_16"},{"unstructured":"Bastuck, C., Dittmar, C.: An integrative framework for content-based music similarity retrieval. In: Proceedings of the 35th German Annual Conference on Acoustics (DAGA). Dresden, Germany (2008)","key":"16_CR10_16"},{"unstructured":"Bello, J.P., Pickens, J.: A robust mid-level representation for harmonic content in music signals. In: Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR). London, UK (2005)","key":"16_CR11_16"},{"issue":"4","key":"16_CR12_16","doi-asserted-by":"publisher","first-page":"1953","DOI":"10.1121\/1.407518","volume":"94","author":"J. Brown","year":"1993","unstructured":"Brown, J.: Determination of the meter of musical scores by autocorrelation. Journal of the Acoustical Society of America 94(4), 1953\u20131957 (1993)","journal-title":"Journal of the Acoustical Society of America"},{"key":"16_CR13_16","doi-asserted-by":"publisher","first-page":"737","DOI":"10.1109\/76.927433","volume":"11","author":"M. Casey","year":"2001","unstructured":"Casey, M.: MPEG-7 sound recognition. IEEE Transactions on Circuits and Systems Video Technology, special issue on MPEG-7 11, 737\u2013747 (2001)","journal-title":"IEEE Transactions on Circuits and Systems Video Technology, special issue on MPEG-7"},{"unstructured":"Celma, O.: Music recommendation and discovery in the long tail. Ph.D. thesis, Universitat Pompeu Fabra, Barcelona, Spain (2008)","key":"16_CR14_16"},{"key":"16_CR15_16","volume-title":"A turorial on \u03bd-support vector machines","author":"P.H. Chen","year":"2005","unstructured":"Chen, P.H., Cheh-Jen, L., Sch\u00f6lkopf, B.: A turorial on \u03bd-support vector machines. Tech. rep., Department of Computer Science and Information Engineering, Taipei, Max Planck Institute for Biological Cybernetics, T\u00fcbingen (2005)"},{"unstructured":"Cunningham, S., Caulder, S., Grout, V.: Saturday night or fever? Context aware music playlists. In: Proceeding of the Audio Mostly Conference (AMC). Pite\u00e5, Sweden (2008)","key":"16_CR16_16"},{"unstructured":"Cunningham, S., Zhang, Y.: Development of a music organizer for children. In: Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR). Philadelphia, Pennsylvania (2008)","key":"16_CR17_16"},{"key":"16_CR18_16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"Dempster, A.P., Laird, N.M., Rdin, D.B.: Maximum likelihood from incomplete data via the em algorithm. Journal of the Royal Statistical Society, Series B 39, 1\u201338 (1977)","journal-title":"Journal of the Royal Statistical Society, Series B"},{"unstructured":"Dittmar, C., Bastuck, C., Gruhne, M.: Novel mid-level audio features for music similarity. In: Proc. of the Intern. Conference on Music Communication Science (ICOMCS). Sydney, Australia (2007)","key":"16_CR19_16"},{"unstructured":"Dittmar, C., Dressler, K., Rosenbauer, K.: A toolbox for automatic transcription of polyphonic music. In: Proceedings of the Audio Mostly Conference (AMC). Ilmenau, Germany (2007)","key":"16_CR20_16"},{"unstructured":"Dittmar, C., Uhle, C.: Further steps towards drum transcription of polyphonic music. In: Proceedings of the AES 116th Convention (2004)","key":"16_CR21_16"},{"unstructured":"Dixon, S.: Onset detection revisited. In: Proceedings of the 9th International Conference on Digital Audio Effects (DAFx06). Montr\u00e9al, Qu\u00e9bec, Canada (2006)","key":"16_CR22_16"},{"doi-asserted-by":"crossref","unstructured":"Dunker, P., Nowak, S., Begau, A., Lanz, C.: Content-based mood classification for photos and music: A generic multi-modal classification framework and evaluation approach. In: Proceedings of the International Conference on Multimedia Information Retrieval (ACM MIR). Vancouver, Canada (2008)","key":"16_CR23_16","DOI":"10.1145\/1460096.1460114"},{"unstructured":"Eck, D., Bertin-Mahieux, T., Lamere, P.: Autotagging music using supervised machine learning. In: Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR). Vienna, Austria (2007)","key":"16_CR24_16"},{"unstructured":"Eerola, T., North, A.C.: Expectancy-based model of melodic complexity. In: Proceedings of the 6th International Conference of Music Perception and Cognition (ICMPC). Keele, Staffordshire, England (2000)","key":"16_CR25_16"},{"unstructured":"Ellis, D.: Classifying music audio with timbral and chroma features. In: Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR). Vienna, Austria (2007)","key":"16_CR26_16"},{"unstructured":"Feng, Y., Zhuang, Y., Pan, Y.: Music information retrieval by detecting mood via computational media aesthetics. International Conference onWeb Intelligence (IEEE\/WIC) pp. 235\u2013241 (2003)","key":"16_CR27_16"},{"unstructured":"Flexer, A., Pampalk, E., Widmer, G.: Hidden markov models for spectral similarity of songs. In: Proceedings of the 8th International Conference on Digital Audio Effects (DAFX\u201905). Madrid, Spain (2008)","key":"16_CR28_16"},{"doi-asserted-by":"crossref","unstructured":"Foote, J.: Visualizing music and audio using self-similarity. In: Proceedings of the seventh ACM international conference on Multimedia (Part 1). New York, NY, USA (1999)","key":"16_CR29_16","DOI":"10.1145\/319463.319472"},{"doi-asserted-by":"crossref","unstructured":"Foote, J.T.: Content-based retrieval of music and audio. In: Proceeding of SPIE Conference on Multimedia Storage and Archiving Systems II. Dallas, TX, USA (1997)","key":"16_CR30_16","DOI":"10.1117\/12.290336"},{"doi-asserted-by":"crossref","unstructured":"Fukunaga, K.: Introduction to Statistical Pattern Recognition, Second Edition (Computer Science and Scientific Computing Series). Academic Press (1990)","key":"16_CR31_16","DOI":"10.1016\/B978-0-08-047865-4.50007-7"},{"unstructured":"Gillet, O., Richard, G.: Enst-drums: an extensive audio-visual database for drum signals processing. In: Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR). Victoria, BC, Canada (2006)","key":"16_CR32_16"},{"key":"16_CR33_16","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.specom.2004.07.001","volume":"43","author":"M. Goto","year":"2004","unstructured":"Goto, M.: A real-time music-scene-description system - predominant-f0 estimation for detecting melody and bass lines in real-world audio signals. Speech Communication 43, 311\u2013329 (2004)","journal-title":"Speech Communication"},{"unstructured":"Goto, M.: AIST annotation for the RWC music database. In: Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR). Victoria, BC, Canada (2006)","key":"16_CR34_16"},{"doi-asserted-by":"crossref","unstructured":"Goussevskaia, O., Kuhn, M., Lorenzi, M., Wattenhofer, R.: From Web to Map: Exploring the World of Music. In: Proceedings of IEEE\/WIC\/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Sydney, Australia (2008)","key":"16_CR35_16","DOI":"10.1109\/WIIAT.2008.20"},{"unstructured":"Gouyon, F., Fabig, L., Bonada, J.: Rhythmic expressiveness transformations of audio recordings - swing modifications. In: Proceedings of the 60th International Conference on Digital Audio Effects (DAFx). London, UK (2003)","key":"16_CR36_16"},{"doi-asserted-by":"crossref","unstructured":"Gouyon, F., Herrera, P.: Determination of the meter of musical audio signals: Seeking recurrences in beat segment descriptors. In: Proceedings of the 114th AES Convention. Amsterdam, Netherlands (2003)","key":"16_CR37_16","DOI":"10.1142\/9789812704337_0051"},{"key":"16_CR38_16","doi-asserted-by":"publisher","first-page":"1832","DOI":"10.1109\/TSA.2005.858509","volume":"14","author":"F. Gouyon","year":"2006","unstructured":"Gouyon, F., Klapuri, A., Dixon, S., Alonso, M., Tzanetakis, G., Uhle, C., Cano, P.: An experimental comparison of audio tempo induction algorithms. IEEE Transactions on Speech and Audio Processing 14, 1832\u20131844 (2006)","journal-title":"IEEE Transactions on Speech and Audio Processing"},{"unstructured":"Gouyon, F., Pachet, F., Delerue, O.: The use of zerocrossing rate for an application of classification of percussive sounds. In: COST G-6 Conference on Digital Audio Effects (DAFx). Verona, Italy (2000)","key":"16_CR39_16"},{"unstructured":"Hainsworth, S.W., Macleod, M.D.: Automatic bass line transcription from polyphonic music. In: Proceedings of the International Computer Music Conference (ICMC). Havana, Cuba (2001)","key":"16_CR40_16"},{"issue":"2","key":"16_CR41_16","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/MSP.2006.1621452","volume":"23","author":"A. Hanjalic","year":"2006","unstructured":"Hanjalic, A.: Extracting moods from pictures and sounds. IEEE Signal Processing Magazine 23(2), 90\u2013100 (2006)","journal-title":"IEEE Signal Processing Magazine"},{"unstructured":"Harte, C.A., Sandler, M.B.: Automatic chord identification using a quantised chromagram. In: Proceedings of the 118th AES Convention. Barcelona, Spain (2005)","key":"16_CR42_16"},{"key":"16_CR43_16","volume-title":"How similar do songs sound? In: Proceedings of the IEEE Workshop on Applications of Singal Processing to Audio and Acoustics (WASPAA)","author":"J. Herre","year":"2003","unstructured":"Herre, J., Allamanche, E., Ertel, C.: How similar do songs sound? In: Proceedings of the IEEE Workshop on Applications of Singal Processing to Audio and Acoustics (WASPAA). Mohonk, New York, USA (2003)"},{"unstructured":"Herrera, P., Sandvold, V., Gouyon, F.: Percussion-related semantic descriptors of music audio files. In: Proceedings of the 25th International AES Conference. London, UK (2004)","key":"16_CR44_16"},{"issue":"2","key":"16_CR45_16","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. American Journal of Psychology 48(2), 246\u2013268 (1936)","journal-title":"American Journal of Psychology"},{"key":"16_CR46_16","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1007\/11795018_8","volume":"4073","author":"O. Hilliges","year":"2006","unstructured":"Hilliges, O., Holzer, P., Kluber, R., Butz, A.: AudioRadar: A metaphorical visualization for the navigation of large music collections. Lecture Notes in Computer Science 4073, 82 (2006)","journal-title":"Lecture Notes in Computer Science"},{"doi-asserted-by":"crossref","unstructured":"Hiraga, R., Mizaki, R., Fujishiro, I.: Performance visualization: a new challenge to music through visualization. In: Proceedings of the 10th ACM international conference on Multimedia. New York, NY, USA (2002)","key":"16_CR47_16","DOI":"10.1145\/641007.641054"},{"key":"16_CR48_16","volume-title":"A practical guide to support vector classification","author":"C. Hsu","year":"2003","unstructured":"Hsu, C., Chang, C., Lin, C., et al.: A practical guide to support vector classification. Tech. rep., National Taiwan University, Taiwan (2003)"},{"issue":"3","key":"16_CR49_16","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1109\/6046.944475","volume":"3","author":"J.L. Hsu","year":"2001","unstructured":"Hsu, J.L., Liu, C.C., Chen, A.L.P.: Discovering nontrivial repeating patterns in music data. IEEE Transactions on Multimedia 3(3), 311\u2013325 (2001)","journal-title":"IEEE Transactions on Multimedia"},{"unstructured":"Hu, X., Downie1, J.S., Laurier, C., Bay, M., Ehmann, A.F.: The 2007 MIREX Audio Mood Classification Task: Lessons Learned. In: Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR). Philadelphia, Pennsylvania, USA (2008)","key":"16_CR50_16"},{"doi-asserted-by":"crossref","unstructured":"Hunt, M.J., Lennig, M., Mermelstein, P.: Experiments in syllable-based recognition of continuous speech. In: Proceedings of the International Conference on Acoustics and Signal Processing (ICASSP). Denver, Colorado, USA (1980)","key":"16_CR51_16","DOI":"10.1109\/ICASSP.1980.1170934"},{"unstructured":"Isaacson, E.: What you see is what you get: on visualizing music. In: Proceedings of the International Conference on Music Information Retrieval. London, UK (2005)","key":"16_CR52_16"},{"unstructured":"ISO\/IEC: ISO\/IEC 15938-4 (MPEG-7 Audio). ISO (2002)","key":"16_CR53_16"},{"unstructured":"Jennings, D.: Net, Blogs and Rock \u2019n\u2019 Roll: How Digital Discovery Works and What it Means for Consumers. Nicholas Brealey Publishing (2007)","key":"16_CR54_16"},{"issue":"2","key":"16_CR55_16","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1109\/49.608","volume":"6","author":"J. Johnston","year":"1988","unstructured":"Johnston, J.: Transform coding of audio signals using perceptual noise criteria. IEEE Journal on Selected Areas in Communications 6(2), 314\u2013322 (1988)","journal-title":"IEEE Journal on Selected Areas in Communications"},{"unstructured":"Kim, Y., Whitman, B.: Singer identification in popular music recordings using voice coding features. In: Proceedings of 3rd International Symposium on Music Information Retrieval (ISMIR). Paris, France (2002)","key":"16_CR56_16"},{"issue":"5","key":"16_CR57_16","doi-asserted-by":"publisher","first-page":"550","DOI":"10.1016\/j.cag.2008.01.006","volume":"32","author":"P. Kolhoff","year":"2008","unstructured":"Kolhoff, P., Preu\u00df, J., Loviscach, J.: Content-based icons for music files. Computers & Graphics 32(5), 550\u2013560 (2008)","journal-title":"Computers & Graphics"},{"unstructured":"Kullback, S.: Information Theory and Statistics (Dover Books on Mathematics). Dover Publications (1997)","key":"16_CR58_16"},{"issue":"2","key":"16_CR59_16","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1109\/TSMCC.2006.876045","volume":"37","author":"PJP. L\u00e9on de","year":"2007","unstructured":"de L\u00e9on, P.J.P., Inesta, J.M.: Pattern recognition approach for music style identification using shallow statistical descriptors. IEEE Transactions on System, Man and Cybernetics - Part C : Applications and Reviews 37(2), 248\u2013257 (2007)","journal-title":"IEEE Transactions on System, Man and Cybernetics - Part C : Applications and Reviews"},{"doi-asserted-by":"crossref","unstructured":"Lew, M.S., Sebe, N., Lifl, C.D., Jain, R.: Content-based multimedia information retrieval: State of the art and challenges. ACM Transactions on Multimedia Computing, Communications, and Applications (2006)","key":"16_CR60_16","DOI":"10.1145\/1126004.1126005"},{"unstructured":"Li, T., Ogihara, M.: Detecting emotion in music. Proceedings of the Fifth International Symposium on Music Information Retrieval pp. 239\u2013240 (2003)","key":"16_CR61_16"},{"unstructured":"Li, T., Ogihara, M.: Content-based music similarity search and emotion detection. Proceedings IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 5 (2004)","key":"16_CR62_16"},{"key":"16_CR63_16","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1121\/1.1906346","volume":"20","author":"J. Licklider","year":"1948","unstructured":"Licklider, J., Pollack, I.: Effects of differentiation, integration, and infinite peak clipping on the intelligibility of speech. Journal Acoustical Society of America 20, 42\u201351 (1948)","journal-title":"Journal Acoustical Society of America"},{"unstructured":"Lidy, T., Rauber, A., Pertusa, A., Iesta, J.M.: Improving genre classification by combination of audio and symbolic descriptors using a transcription system. In: Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR). Vienna, Austria (2007)","key":"16_CR64_16"},{"key":"16_CR65_16","volume-title":"Musicbox: Navigating the space of your music","author":"A.S. Lillie","year":"2008","unstructured":"Lillie, A.S.: Musicbox: Navigating the space of your music. Master\u2019s thesis, Massachusetts Institute of Technology, USA (2008)"},{"key":"16_CR66_16","volume-title":"Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data","author":"B. Liu","year":"2008","unstructured":"Liu, B.: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data. Springer, New York, NY, USA (2008)"},{"doi-asserted-by":"crossref","unstructured":"Liu, C., Yang, Y., Wu, P., Chen, H.: Detecting and classifying emotion in popular music. In: 9th Joint International Conference on Information Sciences (2006)","key":"16_CR67_16","DOI":"10.2991\/jcis.2006.325"},{"unstructured":"Liu, D., Lu, L., Zhang, H.: Automatic mood detection from acoustic music data. In: Proceedings International Symposium Music Information Retrieval (ISMIR), pp. 81\u201387 (2003)","key":"16_CR68_16"},{"unstructured":"Liu, Z., Huang, Q.: Content-based indexing and retrieval-by-example in audio. In: Proceedings of IEEE International Conference on Multimedia and Expo (ICME). New York City, NY, USA (2000)","key":"16_CR69_16"},{"unstructured":"Logan, B.: Mel frequency cepstral coefficients for music modeling. In: Proceedings of 1st International Symposium on Music Information Retrieval (ISMIR). Plymouth, Massachusetts, USA (2000)","key":"16_CR70_16"},{"doi-asserted-by":"crossref","unstructured":"Logan, B., Salomon, A.: A music similarity function based on signal analysis. In: Proceedings of IEEE International Conference on Multimedia and Expo (ICME). Tokyo, Japan (2001)","key":"16_CR71_16","DOI":"10.1109\/ICME.2001.1237829"},{"issue":"1","key":"16_CR72_16","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1109\/TSA.2005.860344","volume":"14","author":"L. Lu","year":"2006","unstructured":"Lu, L., Liu, D., Zhang, H.: Automatic mood detection and tracking of music audio signals. IEEE Transactions on Audio, Speech & Language Processing 14(1), 5\u201318 (2006)","journal-title":"IEEE Transactions on Audio, Speech & Language Processing"},{"doi-asserted-by":"crossref","unstructured":"Lukashevich, H., Dittmar, C.: Applying statistical models and parametric distance measures for music similarity search. In: Proceedings of the 32nd Annual Conference of German Classification Society. Hamburg, Germany (2008)","key":"16_CR73_16","DOI":"10.1007\/978-3-642-01044-6_37"},{"unstructured":"Madsen, S.T., Widmer, G.: A complexity-based approach to melody track identification in midi files. In: Proceedings of the International Workshop on Artificial Intelligence and Music (MUSIC-AI). Hyderabad, India (2007)","key":"16_CR74_16"},{"unstructured":"Magno, T., Sable, C.: A comparison of signal-based music recommendation to genre labels, collaborative filtering, musicological analysis, human recommendation, and random baseline. In: Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR). Philadelphia, USA (2008)","key":"16_CR75_16"},{"key":"16_CR76_16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00530-006-0032-2","volume":"12","author":"M.I. Mandel","year":"2006","unstructured":"Mandel, M.I., Poliner, G.E., Ellis, D.P.: Support vector machine active learning for music retrieval. Multimedia Systems 12, 1\u201311 (2006)","journal-title":"Multimedia Systems"},{"key":"16_CR77_16","first-page":"43","volume":"23","author":"R.L. M\u00e1ntaras de","year":"2002","unstructured":"de M\u00e1ntaras, R.L., Arcos, J.L.: AI and music: From composition to expressive performances. AI Magazine 23, 43\u201357 (2002)","journal-title":"AI Magazine"},{"unstructured":"McKay, C., Fujinaga, I.: Automatic genre classification using large high-level musical feature sets. In: Proceedings of the International Conference in Music Information Retrieval (ISMIR). Barcelona, Spain (2004)","key":"16_CR78_16"},{"key":"16_CR79_16","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1007\/s10994-005-5824-7","volume":"58","author":"I. Mierswa","year":"2005","unstructured":"Mierswa, I., Morik, K.: Automatic feature extraction for classifying audio data. Machine Learning Journal 58, 127\u2013149 (2005)","journal-title":"Machine Learning Journal"},{"unstructured":"M\u00f6rchen, F., Ultsch, A., N\u00f6cker, M., Stamm, C.: Databionic visualization of music collections according to perceptual distance. In: Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR). London, UK (2005)","key":"16_CR80_16"},{"doi-asserted-by":"crossref","unstructured":"Moschou, V., Kotti, M., Benetos, E., Kotropoulos, C.: Systematic comparison of BIC-based speaker segmentation systems. In: Proceedings of IEEE 9th Workshop on Multimedia Signal Processing (MMSP). Crete, Greece (2007)","key":"16_CR81_16","DOI":"10.1109\/MMSP.2007.4412819"},{"doi-asserted-by":"crossref","unstructured":"M\u00fcller, M., Appelt, D.: Path-constrained partial music synchronization. In: Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Las Vegas, USA (2008)","key":"16_CR82_16","DOI":"10.1109\/ICASSP.2008.4517547"},{"unstructured":"Neumayer, R., Dittenbach, M., Rauber, A.: PlaySOM and PocketSOMPlayer, alternative interfaces to large music collections. In: Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR). London, UK (2005)","key":"16_CR83_16"},{"unstructured":"Nowak, S., Bastuck, C., Dittmar, C.: Exploring music collections through automatic similarity visualization. In: Tagungsband der DAGA Fortschritte der Akustik. Dresden, Germany (2008)","key":"16_CR84_16"},{"unstructured":"Pampalk, E.: Computational models of music similarity and their application in music information retrieval. Ph.D. thesis, Vienna University of Technology, Vienna, Austria (2006)","key":"16_CR85_16"},{"unstructured":"Pampalk, E., Pohle, T., Widmer, G.: Dynamic playlist generation based on skipping behaviour. In: Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR). London, UK (2005)","key":"16_CR86_16"},{"doi-asserted-by":"crossref","unstructured":"Pampalk, E., Rauber, A., Merkl, D.: Content-based organization and visualization of music archives. In: Proceedings of the 10th ACM international conference on Multimedia. New York, NY, USA (2002)","key":"16_CR87_16","DOI":"10.1145\/641007.641121"},{"key":"16_CR88_16","volume-title":"A large set of audio features for sound description (similarity and classification) in the CUIDADO project","author":"G. Peeters","year":"2004","unstructured":"Peeters, G.: A large set of audio features for sound description (similarity and classification) in the CUIDADO project. Tech. Rep. CUIDADO I.S.T. Project, Institut de Recherche et Coordination Acoustique\/Musique (IRCAM), Paris, France (2004)"},{"key":"16_CR89_16","doi-asserted-by":"publisher","first-page":"1247","DOI":"10.1109\/TASL.2006.889797","volume":"15","author":"G.E. Poliner","year":"2007","unstructured":"Poliner, G.E., Ellis, D.P.W., Ehmann, A.F., G\u00f3mez, E., Streich, S., Ong, B.: Melody transcription from music audio: Approaches and evaluation. IEEE Transactions on Audio, Speech, and Language Processing 15, 1247\u20131256 (2007)","journal-title":"IEEE Transactions on Audio, Speech, and Language Processing"},{"unstructured":"Raimond, Y.: A distributed music information system. Ph.D. thesis, Queen Mary, University of London, London, UK (2008)","key":"16_CR90_16"},{"issue":"6","key":"16_CR91_16","doi-asserted-by":"publisher","first-page":"1161","DOI":"10.1037\/h0077714","volume":"39","author":"J. Russell","year":"1980","unstructured":"Russell, J.: A circumplex model of affect. Journal of Personality and Social Psychology 39(6), 1161\u20131178 (1980)","journal-title":"Journal of Personality and Social Psychology"},{"doi-asserted-by":"crossref","unstructured":"Ryy\u00e4nen, M., Klapuri, A.: Automatic bass line transcription from streaming polyphonic audio. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Honolulu, Hawaii, USA (2007)","key":"16_CR92_16","DOI":"10.1109\/ICASSP.2007.367350"},{"key":"16_CR93_16","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1162\/comj.2008.32.3.72","volume":"32","author":"M.P. Ryynnen","year":"2008","unstructured":"Ryynnen, M.P., Klapuri, A.P.: Automatic transcription of melody, bass line, and chords in polyphonic music. Computer Music Journal 32, 72\u201386 (2008)","journal-title":"Computer Music Journal"},{"doi-asserted-by":"crossref","unstructured":"Saunders, C., Hardoon, D.R., Shawe-Taylor, J., Widmer, G.: Using string kernels to identify famous performers from ther playing style. In: Proceedings of the 15th European Conference on Machine Learning (ECML). Pisa, Italy (2004)","key":"16_CR94_16","DOI":"10.1007\/978-3-540-30115-8_36"},{"doi-asserted-by":"crossref","unstructured":"Schein, A.I., Popescul, R., Ungar, L.H., Pennock, D.M.: Methods and metrics for cold-start recommendations. In: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Tampere, Finland (2002)","key":"16_CR95_16","DOI":"10.1145\/564376.564421"},{"issue":"6","key":"16_CR96_16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2008\/846135","volume":"2008","author":"B. Schuller","year":"2008","unstructured":"Schuller, B., Eyben, F., Rigoll, G.: Tango or waltz?: Putting ballroom dance style into tempo detection. EURASIP Journal on Audio, Speech, and Music Processing (JASMP) 2008(6), 1\u201312 (2008)","journal-title":"EURASIP Journal on Audio, Speech, and Music Processing (JASMP)"},{"doi-asserted-by":"crossref","unstructured":"Serra, J., Gomez, E.: Audio cover song identification based on tonal sequence alignment. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP). Las Vegas, USA (2008)","key":"16_CR97_16","DOI":"10.1109\/ICASSP.2008.4517546"},{"issue":"2","key":"16_CR98_16","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1076\/jnmr.30.2.149.7111","volume":"30","author":"W. Sethares","year":"2001","unstructured":"Sethares, W., Staley, T.: Meter and periodicity in musical performance. Journal of New Music Research 30(2), 149\u2013158 (2001)","journal-title":"Journal of New Music Research"},{"unstructured":"Shao, X., Xu, C., Kankanhalli, M.: Unsupervised classification of music genre using hidden markov model. In: Proceedings of the IEEE International Conference on Multimedia and Expo (ICME). Edinburgh, Scotland,United Kingdom (2004)","key":"16_CR99_16"},{"key":"16_CR100_16","volume-title":"Tagging: People-Powered Metadata for the Social Web","author":"G. Smith","year":"2008","unstructured":"Smith, G.: Tagging: People-Powered Metadata for the Social Web. New Riders, Berkeley, CA, USA (2008)"},{"key":"16_CR101_16","volume-title":"The quest for musical genres: Do the experts and the wisdom of crowds agree? In: Proceedings of the Ninth International Conference on Music Information Retrieval (ISMIR)","author":"M. Sordo","year":"2008","unstructured":"Sordo, M., Celma, \u00d3., Blech, M., Guaus, E.: The quest for musical genres: Do the experts and the wisdom of crowds agree? In: Proceedings of the Ninth International Conference on Music Information Retrieval (ISMIR). Philadelphia, Pennsylvania, USA (2008)"},{"key":"16_CR102_16","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1111\/1467-9280.00157","volume":"10","author":"A. Tellegen","year":"1999","unstructured":"Tellegen, A., Watson, D., Clark, L.: On the dimensional and hierarchical structure of affect. Psychological Science 10, 297\u2013303 (1999)","journal-title":"Psychological Science"},{"doi-asserted-by":"crossref","unstructured":"Thayer, R.: The Biopsychology of Mood and Arousal. Oxford University Press (1989)","key":"16_CR103_16","DOI":"10.1093\/oso\/9780195068276.001.0001"},{"doi-asserted-by":"crossref","unstructured":"Tiemann, M., Pauws, S., Vignoli, F.: Ensemble learning for hybrid music recommendation. In: Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR). Vienna, Austria (2007)","key":"16_CR104_16","DOI":"10.1145\/1297231.1297265"},{"unstructured":"Tolos, M., Tato, R., Kemp, T.: Mood-based navigation through large collections of musical data. In: 2nd IEEE Consumer Communications and Networking Conference. Las Vegas, Nevada, USA (2005)","key":"16_CR105_16"},{"unstructured":"Torrens, M., Hertzog, P., Arcos, J.: Visualizing and exploring personal music libraries. In: Proceedings of the International Conference on Music Information Retrieval (ISMIR). Barcelona, Spain (2004)","key":"16_CR106_16"},{"unstructured":"Trohidis, K., Tsoumakas, G., Kalliris, G., Vlahavas, I.: Multilabel classification of music into emotions. In: Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR). Philadelphia, Pennsylvania, USA (2008)","key":"16_CR107_16"},{"issue":"1","key":"16_CR108_16","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1109\/TSA.2005.854091","volume":"14","author":"W. Tsai","year":"2006","unstructured":"Tsai, W., Wang, H.: Automatic singer recognition of popular music recordings via estimation and modeling of solo vocal signals. IEEE Transactions on Audio, Speech, and Language Processing 14(1), 330\u2013431 (2006)","journal-title":"IEEE Transactions on Audio, Speech, and Language Processing"},{"unstructured":"Tzanetakis, G.: Manipulation, analysis and retrieval systems for audio signals. Ph.D. thesis, Princeton University, NJ, USA (2002)","key":"16_CR109_16"},{"issue":"5","key":"16_CR110_16","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1109\/TSA.2002.800560","volume":"10","author":"G. Tzanetakis","year":"2002","unstructured":"Tzanetakis, G., Cook, P.: Musical genre classification of audio signals. IEEE transactions on Speech and Audio Processing 10(5), 293\u2013302 (2002)","journal-title":"IEEE transactions on Speech and Audio Processing"},{"unstructured":"Uhle, C.: Automatisierte extraktion rhythmischer merkmale zur anwendung in music information retrieval-systemen. Ph.D. thesis, Ilmenau University, Ilmenau, Germany (2008)","key":"16_CR111_16"},{"key":"16_CR112_16","doi-asserted-by":"publisher","first-page":"1352","DOI":"10.1109\/ICOSP.2004.1441576","volume":"2","author":"M. Wang","year":"2004","unstructured":"Wang, M., Zhang, N., Zhu, H.: User-adaptive music emotion recognition. In: 7th International Conference on Signal Processing, vol. 2, pp. 1352\u20131355 (2004)","journal-title":"In: 7th International Conference on Signal Processing"},{"doi-asserted-by":"crossref","unstructured":"Webb, A.: Statistical Pattern Recognition, 2nd edn. John Wiley and Sons Ltd. (2002)","key":"16_CR113_16","DOI":"10.1002\/0470854774"},{"unstructured":"West, K., Cox, S.: Features and classifiers for the automatic classification of musical audio signals. In: Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR). Barcelona, Spain (2004)","key":"16_CR114_16"},{"unstructured":"Wolter, K., Bastuck, C., G\u00e4rtner, D.: Adaptive user modeling for content-based music retrieval. In: Proceedings of the 6th Workshop on Adaptive Multimedia Retrieval (AMR). Paris, France (2008)","key":"16_CR115_16"},{"doi-asserted-by":"crossref","unstructured":"Wu, T., Jeng, S.: Probabilistic estimation of a novel music emotion model. In: 14th International Multimedia Modeling Conference. Springer (2008)","key":"16_CR116_16","DOI":"10.1007\/978-3-540-77409-9_46"},{"unstructured":"Yang, D., Lee, W.: Disambiguating music emotion using software agents. In: Proc. of the International Conference on Music Information Retrieval (ISMIR). Barcelona, Spain (2004)","key":"16_CR117_16"},{"unstructured":"Yoshii, K., Goto, M.: Music thumbnailer: Visualizing musical pieces in thumbnail images based on acoustic features. In: Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR). Philadelphia, Pennsylvania, USA (2008)","key":"16_CR118_16"},{"unstructured":"Yoshii, K., Goto, M., Komatani, K., Ogata, T., Okuno, H.G.: Hybrid collaborative and content-based music recommendation using probabilistic model with latent user preferences. In: Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR). Victoria, BC, Canada (2006)","key":"16_CR119_16"},{"unstructured":"Yoshii, K., Goto, M., Okuno, H.G.: Automatic drum sound description for real-world music using template adaption and matching methods. In: Proceedings of the 5th International Music Information Retrieval Conference (ISMIR). Barcelona, Spain (2004)","key":"16_CR120_16"},{"unstructured":"Zils, A., Pachet, F.: Features and classifiers for the automatic classification of musical audio signals. In: Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR). Barcelona, Spain (2004)","key":"16_CR121_16"}],"container-title":["Handbook of Multimedia for Digital Entertainment and Arts"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-0-387-89024-1_16.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,11]],"date-time":"2025-02-11T12:02:35Z","timestamp":1739275355000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-0-387-89024-1_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9780387890234","9780387890241"],"references-count":121,"URL":"https:\/\/doi.org\/10.1007\/978-0-387-89024-1_16","relation":{},"subject":[],"published":{"date-parts":[[2009]]}}}